Version History

Decomposed the admin panel into 7 tab specific components for easier maintenance and faster porting between projects

Decomposed the large admin routes file into focused sub router modules for health, memory, games, persona, and system endpoints. All 65 endpoints preserved with identical behavior.

Replaced raw print() calls with proper Python logging across 9 backend modules for better log management and consistency

Three reliability improvements: music library is now cached in memory instead of reading from disk on every chat request; fixed a timer leak in the admin panel that could cause duplicate polling on page re mount; and added automatic retry with backoff for memory search when the database has a brief connection hiccup, so conversations no longer silently lose context.

Memory database connection errors in the memory search pipeline now trigger up to 2 automatic retries with exponential backoff instead of silently returning empty results.

Replaced the per query embedding loop with memory database native near_vector search.

When the children or spouse ask things like what are your directives, what is your purpose, or what are you supposed to do, the persona now responds naturally as a dad instead of sounding like and AI assistant.

Fixed asking for pictures of us or family photos returning empty results. The gallery now correctly shows all photos instead of searching for the literal word family in memory tags.

Fixed a bug where pressing the X on the map to remove a location and then saving had no effect — the location and GPS coordinates would still be there after saving.

Removed generic phrases like 'for everyone involved' and 'for everyone present' from responses — these felt cold and impersonal. Responses now end naturally without the corporate filler.

When a memory describes multiple events connected by phrases like 'the next day', 'a few days later', 'two weeks later', etc., the system now automatically splits it into separate memory entries — each with its own date.

When asked about a birthday celebration that happened across multiple days, the response now correctly covers all events in order and uses accurate time transitions — for example 'four days later' instead of 'the next day' when events are days apart.

When multiple memories about the same topic are retrieved, the response now correctly sequences events by their actual dates.

When a question retrieves multiple memories about the same topic , the response now references all of them instead of picking just one.

The start button on the landing screen is now completely dark and inactive until someone is recognized by the camera or voice.

Added a standing rule to never use real family names in commit messages or changelogs.

When persona recalls and answer that spans multiple events , all relevant photo sets now appear in the response instead of just one.

Fixed a gap where short follow up questions like 'what did we do the next day?' would lose context about kids from the prior question, causing event memories about child or child to be incorrectly filtered out.

Fixed a bug where follow up questions like 'what did we do the next day?' were incorrectly treated as session recap requests instead of genuine questions about events.

Fixed persona not remembering family events about the kids (e.g. child's farm birthday) when asked by spouse.

Removed the scrollbar that appeared when hovering over photo thumbnails in the chat. The strip still scrolls horizontally if there are many photos, just without the visible scrollbar.

Fixed a bug where persona would say 'I don't remember' about memories he clearly has — like visiting the farm for child's birthday.

Reverted the keepalive context size change .

Fixed two problems when saving memories: the 'Auto detect' button would spin for 30 seconds and fail — caused by background model keepalive pings hogging Ollama with large context allocations; keepalive pings now use a minimal context so they complete in under a second instead of 10 15 seconds each; if auto detect failed and the affect panel was open but empty, the save was blocked with no clear way out — now the save proceeds without affect annotation instead of refusing to save at all.

Fixed two issues when saving memories with affect: affect auto detect was failing with 503 errors because it competed with background model keepalive pings — now uses the smaller, always available AI routing instead of the main model; when saving was blocked because the 'About' field was empty, the error was a silent generic failure — now shows a clear message explaining exactly what needs to be filled in.

Fixed a bug where time values like '8PM' could appear duplicated as '88PM' in streaming responses.

Fixed a bug where memories belonging to family members (like spouse's graduation) could be narrated by persona in first person as if they were his own.

Fixed and issue where questions like 'do you have and opinion on...' were incorrectly detected as music library searches and returned a 'I don't have that song' type response.

Fixed issue where the same specific memory could appear in two consecutive responses even when asked different questions.

Fixed responses sometimes leaking raw memory labels (like 'MEMORY: when we argued...') into the text.

Added a new conversation test covering sensory memories, the weight of ordinary days, what persona carried quietly, how spouse shaped him, his beliefs, and his private self — all 26 questions answered successfully.

Fixed and intimate question ('What was the thing you were most certain about?') being misclassified as a session recall request, causing and AI style canned response instead of a real answer.

Fixed several quality issues in chat responses: music player no longer triggers for 'I can't listen to that playlist' , gallery no longer opens for 'child drew a picture', multi sentence farewells (like 'I love you.

Fixed 3 quality issues: Asking about a place or walk no longer pulls in a completely unrelated memory as the response opening — prefill selection now uses both overlap count and precision, and common verbs like 'went' and 'used' no longer count as topic matches.

Added a new spouse conversation test covering fresh topics: proposal and engagement, small things she misses, places that hold memories, his faith, unfulfilled dreams, what he taught her, her loneliness, his friendships, humor, grief counseling, and what she wants for her future.

Fixed 3 output quality issues: Mentioning a photo in conversation no longer incorrectly opens the media gallery — it now correctly goes to the AI for and emotional response.

Added a new spouse conversation test covering fresh topics: his family, holiday grief, finances, his hobbies/music, inside jokes, dreams and signs, spouse's identity shift, and what she's learned.

Fixed 3 issues found in spouse chat testing: Memory prefill was incorrectly attaching unrelated memories due to single character token noise from contractions and and overlap threshold that was too low.

Added a second spouse mock test covering new territory: daily life alone , physical longing , grief responses, conflict and repair, future milestones, watching over them, and how to keep his memory alive for the kids.

Word chain now detects off topic drift the same way riddles and 20 Questions do. Also fixed a bug where short words like 'a' or 'be' in Would You Rather options could accidentally match any message.

Games now gently offer a way out when a child goes off topic for 2 turns in a row, instead of looping with 'wrong answer' forever.

Persona no longer starts responses by echoing raw memory content verbatim (e.g. 'My favorite book is Harry Potter' or 'I like most of the SciFi movies') when answering unrelated questions.

Fixed responses that incorrectly started with and old memory — like a book preference or school start date — instead of directly answering the question.

Fixed multiple issues affecting children's conversations: game mode no longer gets stuck when asking biographical questions mid game; 'What kind of music do you like?' now answers naturally instead of listing playlists; broken nickname glitches like donutut are now caught during streaming; sibling gender references are corrected using family config

Fixed responses that opened by reciting a raw memory instead of answering the question.

Fixed several memory quality issues: wedding questions now correctly use the wedding memory instead of unrelated trip memories; questions about a person's personality no longer surface persona's personal food preferences; age descriptions in memories now correctly convert text based ages to past tense so the AI doesn't present them as current facts; fixed another Python import error that was causing crashes.

Fixed a crash that was causing empty responses for many questions — a Python import error in the memory formatting code.

Fixed a bug where responses could be cut off mid sentence when a word like 'also' or 'but' appeared at the end of the streaming buffer.

Fixed several memory retrieval issues: unrelated memories like work events, sports games, and book preferences no longer appear in answers about the relationship or the kids.

Fixed two issues: responses were sometimes fabricating specific events that never happened , and unrelated memories like food preferences were bleeding into emotional questions like physical love or early relationship memories.

Fixed responses being cut off at the end of a sentence.

Fixed two bugs: Questions like 'what did we do in Estes Park?' were wrongly detected as session recall questions, causing the AI to ignore memory and say it didn't remember talking recently.

Fixed responses being cut off mid sentence (e.g. ending on 'were' or 'and').

Responses cut off mid sentence (like 'when your grandma and grandpa were') are now correctly stripped instead of shown.

Wisdom memories can now be selected as a type when adding or editing memories through the memory editor. Previously wisdom was only available via bulk JSON import.

Responses that were cut off mid sentence ending in words like 'and', 'but', 'or', 'and how', 'and what', 'and when' are now cleanly stripped instead of shown as incomplete fragments.

When asking for a favorite memory with someone specific (e.g. 'What's your favorite memory with me?'), memories that directly mention the person asking are now reliably surfaced over unrelated family memories.

Improved how persona's responses handle getting cut off mid sentence.

Fixed a bug where asking about video games was accidentally opening the photo/video gallery.

Clarified the Moab road trip memory so it's phrased in full sentences, preventing persona from misquoting the story.

Increased the response length limit slightly so persona has more room to finish his thoughts without getting cut off.

Fixed a bug where memory dates were showing in a raw format that could cause the wrong year to appear in conversation.

Fixed a memory about child starting to babble that was stored as a short caption — now reads naturally.

Fixed more response cut offs: responses ending mid sentence on words like 'my', 'our', 'their' are now properly stripped.

Fixed responses that were starting with raw memory captions like 'child baby talking' — short caption style memories are now explicitly marked so they get properly expanded into natural sentences in the response.

Fixed responses being cut off mid sentence by increasing the response length limit.

Fixed three response quality issues: memory titles like 'child baby talking' are now properly expanded into natural sentences instead of being echoed verbatim; responses cut off mid phrase ending in possessives (e.g. 'each other's') are now cleanly trimmed; asking about going to the park no longer incorrectly surfaces a multi day Moab road trip as and answer.

Fixed cut off responses where the last few words of a sentence were left dangling (e.g. 'missing those days when' or 'everything else came into').

Fixed two response quality issues: 'Goodnight daddy' from a child now correctly triggers a nighttime farewell ('Sleep tight, Donut.

Added automated mock conversation test script to the tests folder for running quality checks on spouse and child conversations.

Fixed two issues causing jarring text in responses: removed and internal instruction that the AI was accidentally echoing back as 'Event month, features...' fragments mid response, and fixed a second location that was still telling the AI to say it doesn't remember things instead of responding warmly.

Fixed random capitalized words appearing mid sentence in responses (like 'both Wrapped' or 'features Slowly developing').

The system now knows the current time so questions like 'what time is it' get accurate answers like '10:59 PM' instead of 'I don't know what time it is'.

Questions like 'what day is today' and 'what time is it' no longer trigger memory retrieval — the system answers from its built in date awareness instead of pulling irrelevant memories.

Special occasions like St. Patrick's Day no longer replace the greeting — the occasion banner is shown first, then the normal greeting follows.

Rotation buttons now appear at the bottom of the photo preview modal instead of beside the image.

Photo rotation now regenerates the thumbnail from the rotated full size image instead of rotating both files separately.

Photo and thumbnail URLs now include a modification timestamp so the browser always shows the latest version after rotation, even after full page reload.

Thumbnails now refresh immediately after rotating a photo instead of showing the old cached version.

Media grid now shows 52 items per page .

Removed CSS row constraints that were capping the grid to fewer rows than expected on wider screens. The page size now naturally controls how many rows display.

All media tabs in the administration panel panel are now paginated with 4 row grids .

Photos and videos in the administration panel media tab are now paginated instead of showing everything in one long scroll. Navigation arrows let you move between pages.

Fixed 'do you have a favorite memory' being intercepted by the music search handler instead of the memory system.

Memories that say 'we' alongside words like 'friends', 'coworkers', 'guys', 'team', or 'buddies' are no longer treated as family memories.

Fixed favorite memory sharing so 'we' memories only count as involving a family member if they were actually there.

Fixed favorite memory retrieval so when a family member asks 'tell me your favorite memory of me', it searches all family members' memories for ones that mention them by name — not just memories directly attributed to them.

Fixed the system making up details when sharing memories by adding strict instructions to only use facts from the actual memory.

Memories tagged with keywords like 'favorite', 'special', or 'cherished' now get a significant boost when asked to share a favorite memory, ensuring the most meaningful ones surface first.

Added support for asking persona to share a favorite memory.

Fixed 'when was that?' follow up consistently returning the correct date by using the prior turn's retrieval order instead of keyword matching which could tie between similar memories

Fixed 'when was that?' follow up questions now correctly showing the date of the memory being discussed.

When you ask 'when was that?' after discussing a memory, the system now force starts the response with the correct date instead of letting the AI hallucinate dates.

When all family members were present at and event, the system now says 'the whole family was there' instead of listing each person individually.

Changed how attendance and dates are shown to the AI from bracket annotations to natural language sentences, so the AI actually uses them when answering follow up questions like 'who was there?' and 'when was that?'

Added persona to the 'who was there' attendance list for memories with 'we', since the persona is always implied as present when they say 'we did something'

Fixed persona name leaking into responses as third person references (e.g. 'RazCelebration' instead of proper first person).

Fixed and issue where internal planning labels like STATE, BACKGROUND, and TONE could occasionally leak into the visible response text

Improved how the system handles post death memories and 'who was there' questions.

Fixed temporal normalization so that sentences like 'Today is special' correctly become 'June 15, 2024 is special' instead of the awkward 'on June 15, 2024 is special'

Fixed responses where the persona referred to itself by name (e.g. 'persona's bench') — now correctly says 'my bench'.

Changed post death memory prefills from phrases like 'I heard that' and 'someone told me' (which invite awkward follow ups like 'who told you?') to natural, abstract phrases like 'I know', 'Yeah,', 'Of course' that don't imply a specific source.

Memories that mention the persona by name now show 'you/your' when presented to the AI model, so it naturally responds in first person instead of awkwardly referring to itself in third person.

Fixed post death memory responses so the persona no longer speaks as if present at events that happened after passing.

Fixed and issue where the AI would robotically repeat normalized dates verbatim in responses.

When adding memories with a date, relative time words like 'today', 'yesterday', 'last week' are now automatically converted to actual dates so they still make sense when read back months or years later.

Clearing chat history from administration panel now also resets the in memory session cache, so the next conversation starts completely fresh without any leftover context from the previous session.

Reverted temporary debug log level change used during testing.

Memories now show their dates in the context window so the model knows when events happened.

Removed the word 'first' stripping from memory presentation that was causing garbled responses like 'child's day' instead of 'child's first sun eclipse'.

Fixed a bug where word-form expansion (e.g. adding 'ones' for 'one') falsely triggered the follow-up query prioritizer on first-turn questions, causing relevant memories to be dropped in favor of irrelevant ones that happened to match the expanded stopwords.

Fixed memories losing their keyword tags when passed to the response generator, causing the system to miss important context about what events a memory describes.

Questions like 'have you ever seen and eclipse' were being treated as general knowledge instead of checking personal memories. Now correctly recognized as personal experience questions.

When memories use 'we' or 'us', the system now correctly identifies which family members were present based on their ages at the time.

Fixed the settings modal not showing the webcam microphone. The audio service now correctly discovers all connected microphones including USB webcams, and auto selects the best one

Memory timeline now shows and orange C badge next to the type label for core memories, making it easy to spot which memories are protected from cleanup

Fixed specialized mode not detecting off topic follow up questions like 'what about sharks?' during a math session.

Fixed music import job memory leak with automatic cleanup of completed jobs.

Fixed the memory media test that was incorrectly reporting all 34 photos as missing.

Replaced the 120 line regex heuristic stack that decided when to look up memories with a smarter router based system.

This reverts commit bd3310e79d551b7fa337839747a35ddc696c27f8.

Follow up questions like 'was I born yet?' after discussing a topic now correctly answer from the conversation instead of pulling in unrelated memories.

Fixed a bug where asking about memories with action words (like 'buy the house') would fail to retrieve matching memories because the system couldn't match verb tenses .

Memories with a location now show a pin icon in the timeline list, matching the existing photo and video badges. Hovering shows the location name.

The location mini map now sits inline next to photo thumbnails in the editor instead of below them, matching the same 80x80 size for a cleaner layout.

Added a small X button on the mini map preview to clear the location and GPS coordinates when the map is wrong.

Memories with a location but no GPS coordinates now show the mini map too.

Memory editor now shows video thumbnails with a play badge instead of just a text link. Fixed mini map showing black edges when the location is near a tile boundary by loading adjacent tiles.

Fixed memory editor not showing the mini map for existing geotagged memories by passing GPS coordinates from the timeline to the editor.

Memory editor now extracts GPS coordinates from uploaded photos and auto populates the location field.

The small map thumbnail on photos now always shows the location pin centered in the preview, instead of the pin appearing at and arbitrary position within the tile.

The location filter dropdown in the photo gallery now always appears, even when the gallery was opened with a location pre selected like 'pictures from Romania'.

Fixed location search matching false positives where country code 'RO' for Romania was matching inside 'Aurora'. Location filter now uses proper word boundary matching for accurate results.

The photo gallery now has a dedicated Location filter dropdown that searches only by where photos were taken, separate from the text search which looks at memory content.

Short queries like 'ukraine pictures' or 'cancun photos' now correctly open the photo gallery with the right topic filter instead of going to the AI which could make up answers about photos that don't exist.

Maps no longer shrink smaller than their container when zooming out. The world map now always fills the full width of the modal, preventing tiny map tiles at low zoom levels.

Replaced the old tile grid zoom modal with a full interactive Leaflet map when clicking a photo's mini map.

Fixed map tiles not loading in photo zoom view and gallery map by correcting the tile proxy URL path.

Photos and gallery now use offline map tiles served through a local cache instead of live internet.

Memories with a manually entered location but no GPS coordinates now get approximate map coordinates via forward geocoding.

Gallery now shows each photo as its own thumbnail instead of one card per memory. A memory with 6 photos shows 6 gallery cards. Clicking any photo opens the carousel starting at that specific photo.

Asking to see pictures of a specific place like Cancun or Mexico now opens the gallery filtered to just those photos.

Map zoom now shows clean Google Maps style +/ buttons overlaid on the map instead of dot indicators.

Added a continental zoom level to the map viewer, giving 7 levels total from continental overview down to max street detail.

Added a wider multi state zoom level to the map viewer, giving 6 levels total. Also swapped the + and button positions so minus is on the left and plus is on the right.

Adjusted the most zoomed out map level to z8 for a tighter regional view. Zoom levels are now evenly spaced: Region, City, Street, Block, Max detail.

Adjusted the most zoomed out map level to z7 for the right balance between overview and detail.

Adjusted the most zoomed out map level to z6 for better framing at the widest view.

Adjusted the most zoomed out map level from z4 to z5 for a better balance. Zoom levels are now: Multi state, Region, City, Block, Max detail.

The map zoom now goes from continental view all the way down to max street detail , with 5 evenly spaced levels for better context when exploring photo locations.

If a memory was saved without internet, map tiles are now automatically downloaded in the background the first time you view the photo with and internet connection.

Simplified the map zoom controls from 11 levels down to 5 for a cleaner experience.

Age adaptation guidance for young children now explicitly exempts memory recall from imaginative mode.

Strengthened grounding rules so the AI only mentions details explicitly written in a memory.

Map zoom now goes up to level 16 for close street level detail. Zoom modal opens at max zoom by default. Added labels: Block, Buildings, Close up, Max detail.

Map zoom modal now shows a large 3x3 tile grid with accurate pin positioning.

Photos now track GPS location individually instead of per memory.

Fixed mini map not appearing on photos GPS coordinates were being stripped when memories came through the gap fill search path. Now all retrieval paths preserve GPS data for the map overlay.

Photos now auto rotate based on EXIF orientation data from phones. Duplicate photos in the same upload are automatically skipped.

Photos are now resized to max 2048px and compressed to 80% JPEG quality on upload, saving significant storage space while maintaining good visual quality.

GPS coordinates now included when memories are retrieved during conversations, enabling the mini map overlay to appear when chatting about location tagged memories.

Photos with GPS data now properly save city/state as searchable keywords.

Simplified memory perspective handling by removing the pre birth context injection.

The 'you weren't born yet' context now only applies to shared experiences like trips and events, not factual questions.

Fixed family memories to use first person plural instead of distancing language.

Removed temporary debug logging from streaming output that was added during development of the family perspective fix

Fixed a streaming issue where the AI response showed 'Your We went' instead of 'We went' when recalling family trips.

Moved the clear filters button next to the search bar so it no longer overlaps the date picker.

Fixed memory timeline search results where keyword tags were hidden behind the date picker filter.

When uploading multiple photos with a memory, the system now extracts GPS from all photos instead of just the first one.

When uploading photos with a memory, the system now automatically extracts GPS coordinates from photo EXIF data and reverse geocodes them to a city/region/country location.

Added handling for when family members say things like 'you're not my dad' or 'you're not real'.

Added play buttons on every song row in the music library.

Added tooltips and help bot entries for the Bulk Import and Memory Coverage cards in Super Admin.

Removed the Letters feature.

Letters now pull from actual memories and conversations to write personalized, unique letters.

Began evaluating compact AI workstation hardware for local inference

Evaluated Minisforum AI X1 Pro with Ryzen AI 9 and 80 TOPS AI capability

Designed external GPU architecture using Oculink-based eGPU dock

Selected RTX 3090 24GB for local AI model inference workloads

Broadened hardware compatibility to support any GPU with 24GB or more VRAM on any Debian-based Linux system.

Support system now auto-detects solicitation and cold outreach emails, flagging them with badges so real customer tickets are easier to find.

Support tickets now show open/closed badges and automatic sender domain analysis.

Fixed letters, bulk import, and memory coverage cards in Super Admin.

Fixed letters and bulk import features not loading due to incorrect PIN verification import path. Both features now load correctly on startup.

Added automatic character validation after each response.

Added Letters feature — generate heartfelt letters from Papa's perspective for any occasion .

Added a memory coverage dashboard in the admin panel showing total memory counts per person, distribution by type, year by year histogram, photo coverage percentage, and gap detection highlighting years with few or no memories.

Added a bulk memory import feature in the admin panel.

Follow up messages now retain context from the previous query.

You can now ask about memories using natural time expressions like 'last Christmas', 'two summers ago', 'back in 2020', or 'when child was 5'.

The system now remembers how you were feeling at the end of each conversation.

Added proactive intelligence: the system now detects upcoming birthdays and anniversaries within 7 days and naturally mentions them during greetings.

Added 'Relationship since' date field to the people editor in administration panel.

When asking 'how many times' questions, the system now counts memories itself and tells the AI the exact answer instead of relying on the AI to count.

Added COUNT tool for aggregation queries like 'how many times did we go to Mexico' so the system finds ALL matching memories instead of just a few.

Enabled the Deep Search feature by default after benchmarking showed zero measurable overhead — the system correctly says DONE immediately when initial memories are sufficient

Added a Deep Search toggle in the administration panel Features card that lets you enable or disable the intelligent memory search system directly from the admin panel

Added and intelligent memory search system that automatically finds additional relevant memories when handling complex questions like multi person comparisons, timeline queries, and aggregation requests.

Fixed product names like YouTube being incorrectly split into separate words.

Fixed personality traits not loading due to async memory retrieval not being awaited

Verified system prompt pipeline now correctly injects personality traits and beliefs

Audited and confirmed full prompt construction flow from memory recall to model request

Support system now imports sent replies into ticket threads, giving a complete conversation history in one place.

Added sender analysis panel in support with IP geolocation and email header inspection for identifying suspicious messages.

Fixed time-based relationship queries returning empty results when no memories matched the exact date range.

Improved how the system handles safety sensitive messages from children.

Fixed crash where certain messages with sensitive words (like 'hurt' or 'lie') but no question marks would produce empty responses.

Added identity-aware conversation selector for switching between family members

Added support for predefined and custom identity profiles

Added streaming chat responses with real-time typing display

Added thinking indicator shown before the first response arrives

Improved memory injection with structured identity and relationship context

Added second-person perspective conversion when referencing the active speaker's memories

Fixed identity hallucinations where the AI referenced unrelated people

Fixed assistant messages duplicating during streaming

Fixed conversation perspective confusion when multiple people exist in memory

Added conversation history persistence after streamed responses complete

Implemented full automated project backup system with staged archiving

Integrated live memory database export into automated backups

Added automated memory restore with duplicate detection on import

Fixed memory export silently truncating at 100 entries

Fixed restore failures caused by duplicate memory entries

Added facial recognition auto-start on system boot

Added ticket category system with automatic detection — support requests are now sorted into categories automatically.

Settings modal now shows all available microphones on audio system/PulseAudio systems.

Parental alerts now use word boundary matching instead of plain substring matching.

Fixed the help bot response display where literal < characters appeared on blank lines between list items and paragraphs

Help bot responses now render markdown formatting: bold text appears in cyan, bullet points and numbered lists are properly styled, code snippets get a subtle background, and headings stand out.

The system now checks all configured model names against Ollama on startup.

Reduced the administration panel help bot context window to 2048 tokens, matching all other AI routing uses for consistent VRAM footprint.

Reduced the administration panel help bot context window from 32K to 4K tokens, saving VRAM when the help model is loaded.

Updated the small helper model from the removed to the current model, fixing potential errors when using the administration panel help bot or route classification.

Fixed three game detection issues: saying 'this is boring' during a game now properly ends it instead of restarting the game menu; casual mentions of 'riddle' or 'questions' no longer accidentally trigger game mode; only explicit game requests like 'tell me a riddle' or 'play 20 questions' start games.

When entering coding or math mode without a network connection, the modal now explains that code and math content will only appear on the device screen, and suggests connecting to copy content to a phone or laptop.

Added tier images to campaign cards for a more visual browsing experience.

Fixed parental alert false positives that could trigger unnecessary notifications.

Fixed and issue where asking follow up questions like 'is there another way without using the formula?' during a math session would incorrectly trigger a past session recall instead of continuing the current conversation.

Fixed 'help me build and app' not triggering coding mode by broadening the build pattern to recognize articles like 'a' and 'an' alongside more project types.

Made specialized mode keyword triggers context aware instead of just word matching.

Fixed the word 'add' incorrectly triggering math mode in everyday sentences like 'what if I want to add colors'.

Fixed coding follow up questions like 'what if I add colors' incorrectly switching to math mode instead of staying in coding mode.

Expanded the retrieval question filter to catch all 'how [adjective] were you' questions, not just 'how old'.

Fixed a bug where asking 'how old were you when...' questions would get stored as memories instead of being recognized as retrieval questions. These age related queries are now properly filtered out.

Age questions now correctly distinguish perspective: 'how old were you' answers with papa's age, 'how old was I' answers with the child's age.

Upgraded the planning model from to for better memory relevance detection.

When you ask 'how old were you when...' the answer now always includes the exact age number, instead of sometimes telling the story without mentioning the age.

Fixed 32 incorrect age annotations on memories.

Improved memory retrieval for age related questions like 'how old were you when...' by filtering out generic words that were pulling irrelevant memories into results.

Fixed memory age annotations implying people were present at events they weren't part of.

Follow up questions like 'how old were you?' after asking about a specific memory now correctly stay on topic.

Added support for questions like 'how old were you when I was born?' — the system now computes the exact age from birthdates and answers directly without needing the AI.

Fixed finding and deleting passing memories when encryption is enabled. The search now uses keywords instead of encrypted content text.

Photos now show more reliably in chat by matching plural word forms .

Fixed chat not showing multiple photos for memories that have more than one picture. Photos now display correctly with the proper count badge.

Fixed memories with multiple photos only showing one picture in chat.

Fixed the photo count badge not appearing on chat thumbnails when a memory has multiple photos. Badge now shows the total count and is properly layered above the thumbnail glow effect.

Fixed the date of passing field being wider than the cause field in persona settings by overriding browser default minimum width on date inputs.

Stripped the browser's built in date picker chrome that was forcing the date field wider than the cause field

Switched the date and cause fields to use the same field styling as nicknames and profile fields, ensuring consistent widths

Fixed the date input being wider than the cause field by forcing it to match the same full width layout

Stacked the date and cause fields vertically instead of side by side to eliminate the persistent overlap issue

Fixed the date field border being clipped by letting it keep its natural width and pushing the cause field to its right

Fixed the date and cause fields overlapping in persona status by switching to layout layout, and removed a leftover empty media card from the Family tab

Fixed the date and cause fields overlapping in the persona status section by constraining inputs within their flex containers

Fixed the date input border being cut off in the persona status section by removing overflow hidden and slightly widening the date field.

Fixed date and cause fields overlapping in the persona status section by constraining field widths and preventing overflow.

Fixed overlapping date and cause fields in the persona status section. Date field is now compact and sits side by side with the cause field.

Moved the persona's status section into its own tab in the per person settings panel.

Added alive/passed away toggle with death date and cause to the per person settings panel in administration panel.

Added persona birthdate field to setup wizard step 1.

Added automatic age tracking for memories.

Changed video display from a list layout to a thumbnail grid matching the photos style.

Fixed photo and video preview opening at full resolution by constraining it to a smaller popup modal.

Moved Media management to its own dedicated tab in the admin panel.

Replaced the Music Library card in the Family tab with a unified Media card that includes Photos, Videos, and Music sections.

Renamed Session History to Games & Activities.

All time of day logic now uses the timezone from your persona config instead of a hardcoded timezone.

Greetings now only use the deterministic fast path response for the first greeting of the day.

Greetings now match the time of day — 'Good morning' in the morning, 'How was school' in the afternoon, 'How was your day' in the evening, and 'Shouldn't you be sleeping?' late at night

Farewell messages now match the time of day — daytime goodbyes say 'See you later' and 'Have fun', while nighttime goodbyes say 'Sleep tight' and 'Sweet dreams'

Saying 'I like this song' or similar compliments now tags the song for that person. Playback shuffles person tagged songs more frequently than general library songs for a personalized mix

When someone asks to play music, playlists tagged specifically for that person are now played first automatically — so child saying 'play my playlist' plays her tagged playlist instead of the general library

Fixed a bug where asking about family members would accidentally trigger their playlist instead of answering the question

Added a 2 second pause at full black between the farewell fade out and the splash page fade in for a smoother, less abrupt transition

Made the farewell fade out and fade in transitions longer and smoother for a more cinematic goodbye experience

Re imported all 12 playlists from scratch with 281 unique songs at . Total library size dropped from to . All songs are loudness normalized and thumbnails are properly sized.

Shrunk album art thumbnails from 300x300 to 96x96 and strip embedded artwork from mp3 files during import.

Cleared the entire music library to start fresh. Changed audio normalization from to so songs take up less space while still sounding great.

Added a person selector for music uploads and playlist imports so you can choose who songs are uploaded for instead of always defaulting to everyone.

Removed overly broad music play patterns ('how about X', 'let's do X', 'give me X', 'go with X') that would incorrectly intercept normal conversation.

Music interactions are now context aware.

Questions like 'what music do you like?' now properly list playlists instead of falling through to the AI.

Indirect music requests like 'I wish I could listen to some' now trigger playback. When a playlist was mentioned in the recent conversation, that playlist plays instead of random music.

When you reply with just a playlist or song name (like 'deep disco' after asking what music is available), it now plays that playlist or song instead of just talking about it.

Person checkboxes in song edit and playlist modals now show all family members from the persona config instead of only people already tagged on songs. You will always see everyone available to select.

Removed the Upload For dropdown from Songs and Import tabs.

Fixed the person selector in the song edit modal not responding when unchecking the All checkbox. Individual person checkboxes now properly become active and toggleable.

When 'All' is checked in the song edit modal, individual person checkboxes appear grayed out and checked. Unchecking 'All' activates them so you can pick specific people.

Removed album field from the song edit modal. The persons selector now shows checkboxes for all available people instead of a free text comma field.

The song edit button now opens a proper centered overlay modal instead of inline fields at the bottom of the list. Shows album art thumbnail and filename alongside the editable fields.

Overhauled the music library card in administration panel.

Music conversations now feel natural instead of robotic.

Fixed and issue where asking to play a specific song would show the correct song name but play a random track instead.

You can now ask to play a specific song, artist, or playlist by name.

Fixed seek and volume slider dots not being centered on their track lines — seek dot was slightly below and volume dot slightly above

Fixed VU meter peak indicator lines going outside the visible area — bars and peaks now stay fully within the visualizer bounds

Fixed VU meter peaks falling faster after skipping songs — animation loops were stacking up causing gravity to apply multiple times per frame

Increased VU meter sensitivity and responsiveness — bars now react faster to beats with snappier attack and tighter dB range

Completely redesigned the music VU meter to use proper ISO 1/3 octave frequency bands — each bar now represents a specific frequency range that matches what you hear, with much better beat responsiveness

Further reduced VU meter sensitivity so loud songs show proper dynamics instead of maxing out all bars

Reduced VU meter sensitivity so loud songs no longer max out all bars — the visualizer now shows proper dynamics across the full range

Fixed VU meter peaks going outside the visualizer bounds. New song downloads are now loudness normalized to 14 LUFS so all songs play at consistent volume

Fixed music player VU meter where the last 6 bars barely moved — capped frequency range at 16kHz and added stronger boost for higher frequencies so all bars respond visibly

Fixed music import failing on some songs by trying up to 3 YouTube search results instead of just the first one, which could be age restricted or unavailable

Fixed the music visualizer bars being lopsided — left bars were always maxed out while right ones barely moved.

Fixed a bug where songs with empty titles from Apple Shortcut export were being imported as broken entries.

Added search bars to both Songs and Playlists tabs in the music library.

The Import tab now automatically detects and resumes showing progress for and active playlist import when you reload the page or navigate back to it.

Added a new Import tab in the Music Library card that lets you upload .txt playlist files directly from the browser.

You can now tell persona to add the current song to your favorites or skip songs you don't like while music is playing.

Music now auto shuffles when it starts playing so you get a different song each time instead of always hearing the same one first.

The music player now scrolls long song titles that don't fit.

Long song titles now scroll smoothly instead of being cut off.

Reverted the music visualizer back to the version with 28 bars, smooth peak hold and gravity rain — the best looking iteration.

Bars no longer peg at full height — stronger compression and a 60% ceiling keep them dynamic and bouncy. Restored 28 bars for the fuller look.

Reduced equalizer to 16 bars, cut off dead high frequency bins, and added sqrt compression so bass bars don't always peg at max while mid and treble bars stay responsive.

Fixed music file upload failing with 'Can't find variable: axios' error by converting all music library HTTP calls to use the fetch API, which is the standard used throughout the admin panel.

Fixed music file upload not working on phones.

Fixed the music upload button not working on phones.

Fixed the music upload zone not responding to taps on phones. Uses a native label element instead of programmatic click, which works reliably on mobile browsers.

Added a music player that plays songs when you ask for music in chat.

Memories now support multiple photos.

When retelling a memory to the person it's about, the system now properly converts to second person with correct grammar (e.g. 'you were babbling' instead of 'you baby talking').

Fixed the gap between a reply with a photo/video thumbnail and the next message. The thumbnail now floats freely so subsequent chat lines wrap around it naturally instead of being pushed down.

Media thumbnails in chat now float to the right of the message text instead of pushing subsequent messages down.

The microphone now automatically mutes when you play a video in chat, preventing the system from picking up video audio as speech. It unmutes when the video is paused, ends, or the modal is closed.

The system now explicitly instructs the AI to never repeat memory text word for word. Memories are rephrased conversationally, like naturally reminiscing, instead of being echoed back as is.

Videos in chat now show a real frame from the video as a thumbnail instead of a generic play button. Thumbnails are auto extracted during upload using ffmpeg.

Fixed photo and video file inputs not clearing after saving a memory. The file picker fields now reset properly.

Fixed the date field overflowing outside the card by setting a fixed narrow width.

Made the date picker slightly narrower to prevent it from overlapping with adjacent fields.

Fixed the date field overflowing and appearing under the location field. All inputs now shrink equally to fit in a single row.

All four fields now sit in one row. Date uses its natural width while the others share remaining space equally.

Reorganized the Add Memory form fields into two clean rows: person and type on top, date and location below. Both rows use equal 50/50 split so fields align properly without gaps.

Removed the type hint text from the Add Memory form to close the gap between the field row and the affect section.

Made the date and location fields both auto width and grouped together at the end of the row, giving more space to the person and type dropdowns.

Reverted forced field sizing. Made the date column auto width and narrower so person, type, date, and location fit naturally in one row.

Fixed the Add Memory form fields so person, type, date, and location are all the same height and properly aligned in a single row without overlapping.

Fixed the Add Memory form layout so person, type, date, and location always display in a single aligned row using layout instead of flexbox, preventing fields from wrapping underneath each other.

Fixed the date field wrapping under the location field by making all four fields share the row equally instead of having a minimum width that caused overflow.

Fixed the Add Memory form so the person, type, date, and location fields align properly in a single row. Moved the type hint text below the row to prevent it from distorting field sizes.

Memories now support a location field.

Video uploads now auto extract the recording date from MP4 metadata, just like photos. When both photo and video are attached, the earlier date wins since that is when the memory happened

When uploading a photo to a memory form, the date field now auto populates from the photo's original date if available, so you no longer need to manually correct dates on older photos

Camera now self heals when a webcam fails or becomes unresponsive.

Fixed camera failing to start when the external webcam is unresponsive.

Fixed persona saying 'the girls' instead of 'you and child' when talking to spouse about shared memories.

Overhauled the keyword extraction system to correctly handle English word forms.

Fixed the keyword extractor generating nonsense words like 'treate' from 'treating'.

Fixed reactive statements like 'it was the best day of my life' or 'yeah it was great' getting 'I don't remember' responses during and ongoing conversation.

Added and auto detect button to the Add Memory form that analyzes the content text and pre fills emotional affect fields automatically, so you don't have to manually set feelings, intensity, and valence.

Fixed normal conversation like 'how are you' getting confused 'I don't remember' responses. Conversational messages now flow naturally without being blocked by memory lookup failures.

Parental alerts now catch natural phrases kids use like 'I met a boy named Dennis' or 'there is this girl at school'.

Fixed 'I missed you too' and similar past tense emotional messages getting confused memory responses instead of warm replies. Past tense forms like 'missed you' and 'loved you' now work correctly.

Memories about trips and experiences are now shared in a natural, conversational tone instead of being repeated word for word.

Fixed recipe and cooking requests getting 'I don't remember' responses.

Photos and videos now only appear alongside messages when the AI actually used that memory to build its response.

All story requests now tell a complete story from start to finish instead of the interactive turn by turn mode.

Fixed and issue where garbled speech to text input containing words like 'kill' or 'death' would trigger moral guidance mode, causing the AI to give irrelevant motivational speeches.

Fixed bedtime stories not working when a previous game session was still active.

Added three improvements: When speaking out loud, the microphone no longer picks up and transcribes the voice output VAD is suppressed during playback.

Fixed the Test Voice button to work in both browser and the Electron desktop app by trying HTML5 Audio first with AudioContext fallback

Fixed the Test Voice button not playing audio in the Electron desktop app by using AudioContext instead of HTML5 Audio element

Added a Test Voice button in the administration panel voice settings card that speaks a short test phrase through the speakers to verify the voice output is working

Switched the speech recognition engine from Whisper to NVIDIA Riva for better accuracy.

When the AI model loads with a smaller context window than expected, the system now detects this immediately and reloads with the correct size in the background.

Sensitive topics like death, drugs, and explicit content now always reach the language model for age appropriate handling instead of being short circuited as unanswered memory queries.

Fixed farewell responses not being captured in tests, improved memory relevance scoring so event memories ranked behind background context are correctly promoted, and added guidance detection for indirect bullying language like 'make someone cry' so children receive appropriate redirection instead of a blank response.

Added relationship aware privacy access control.

Implemented age based gradual content unlock for children.

Improved the privacy filter to use context aware phrases instead of single ambiguous words.

Fixed the privacy filter incorrectly tagging car/traffic accident memories as embarrassing.

Fixed a bug where the children were never detected as children.

Fixed the brain status flicker prevention to actually work on the landing page.

Fixed the brain/thinking status ring randomly spinning on the landing page even when the model is loaded and warm.

Fixed a response template that said 'I'm not sure I know who that is' when asked about trips or events, which didn't make sense. Now says 'I'm not sure I remember that' instead.

Added detailed documentation on relationship-based privacy controls and age-based content unlock.

Questions like 'What is the capital of France' and 'What's the tallest mountain' now correctly get answered as general knowledge instead of searching personal memories.

Fixed a crash when asking follow up questions like 'What about that time in Vegas'.

Fixed three issues: questions about general topics like electric cars no longer pull in unrelated personal memories.

When the system doesn't have a memory about something you asked, it now picks from 16 different natural sounding responses instead of repeating the same few phrases.

Activity invitations like 'can we bake cookies' or 'let's build a fort' now get warm nostalgic responses instead of 'I don't remember'.

Added a permanent reminder to every conversation that the persona has passed away, instead of trying to patch individual code paths.

Fixed a phantom memory that was hallucinated by the AI and incorrectly stored as a real memory.

Persona no longer suggests doing activities together like 'let's go out' or 'should we try that again' — since he's no longer alive, he can only share memories of when they did those things before.

Improved the 'no memories' case to explicitly tell the system not to invent answers, while still allowing general knowledge questions like 'What is the capital of France?' to be answered normally.

Fixed the system making up fake details when asked about things it doesn't have memories for. Instead of inventing answers, it now honestly says it doesn't remember.

Added rules to prevent the system from inventing memories, jobs, or details that don't exist in stored memories.

Fixed sibling questions like 'do you have a sister?' returning a wrong 'no' answer.

Renamed debug panel labels from generic 'v2' prefixes to descriptive categories like [session], [memory], [mode], [route], [safety], making it easier to follow what the system is doing during a conversation.

Fixed and issue where the system recovery process could load the main AI model with a smaller context window than needed, which would show a thinking spinner on the landing page until the model was re warmed with the correct size.

Fixed the page constantly refreshing in dev mode by configuring Vite's HMR WebSocket to use the correct external port instead of the internal container port

Made the on screen keyboard significantly smaller with reduced key padding, font size, and gaps.

Reduced the global font size across the entire app.

Debug panel now shows all debug messages from a chat response instead of only the last one. Previously each new debug line replaced the previous one, so you could only see the final debug entry.

Number input up/down arrows now sit right next to the input field as a seamless extension, instead of floating inside it.

Made the per person settings modal wider and more spacious.

Fixed the passkey input field height it now uses a fixed 28px height to ensure it renders compact.

Reduced the height of the passkey input field in the settings modal by shrinking vertical padding and font size.

Made the passkey input field less tall while keeping the same width.

Made the passkey input field shorter and more compact in the settings modal.

Made the settings modal more compact so it fits on screen without a scrollbar. Reduced spacing in mode selector, maintenance section, microphone options, and passkey area.

Fixed the milestones tab where the scroll arrows were breaking the page layout cards would disappear and content would jump when scrolling.

Added up/down scroll arrows to the milestones list, matching the same pattern used in the memories timeline for easier navigation

Removed the forced scrollbar and overflow clipping from the Add Memory card — it now displays at its natural height with no scrollbar or cutoff

The Add Memory area no longer stretches to fill the full page — it fits snugly around the form content

The Add Memory card no longer stretches to fill the full page height — it now sizes to its content, making all the spacing reductions visible

Significantly reduced padding, margins, font sizes, and textarea height inside the Add Memory card to fit without scrolling

Reduced the Add Memory page title and subtitle size to reclaim vertical space and eliminate the scrollbar

Reduced field margins, tab spacing, and action button margins on the Add Memory form to eliminate the scrollbar

Tightened the outer padding and header spacing on the Memories page to reduce overall height and eliminate the scrollbar

Tightened padding on the Add Memory form title and body to eliminate the scrollbar on desktop

The Add Memory form now uses a two column layout on desktop — core fields on the left, affect/feelings section on the right — so you can see everything without scrolling.

Removed the Children, Partner, Parents and Siblings category filters from the milestones dropdown since milestones are already assigned to individual people — you can filter by each person directly

Fixed the Children, Partner, Parents and Siblings filters in the Future Milestones dropdown so they actually show the right milestones instead of showing nothing when selected

Updated setup wizard to accurately reflect 12 steps (5 core + 7 optional).

Corrected voice prompt card count to 140 per set across all pages.

Added subject switch detection in the topic mismatch logic.

Added addressee detection that identifies when a query mentions a different family member than the active person.

Asking questions like 'What can you tell me about me?' now draws from rich profile data including personality traits, relationship dynamics, communication style, what I love about them, and inside jokes.

Previously, short memories would be dumped verbatim as the start of every response.

When asking about child or child being born, the response no longer starts with persona's own birth details.

When a memory carries emotional context like excitement or joy, responses now express those feelings naturally instead of just restating the stored text.

Math and coding mode no longer trigger on everyday words like times, number, homework, none, argument, sorted.

Emotional memories now carry structured feeling data so responses are more emotionally aware

Split memories page into three tabs: Add Memory, Recorded Memories, and Future Milestones

Fixed words running together in chat history

Photo thumbnails now overlay messages smoothly without pushing text around

Bedtime stories no longer appear in session history

Fixed session history showing unrelated conversations in bedtime story details

Removed blank duplicate entries from session history

Setup wizard now syncs with admin panel — entries persist across both

Setup wizard now shows existing personality data instead of appearing empty

Conversational reactions like "yes, it was a beautiful day" now get natural responses instead of pulling in unrelated memories

Fixed follow-up messages being misclassified, which prevented photos from loading

Fixed technical metadata leaking into conversation responses

Fixed birth questions pulling in other family members' details

Photos no longer repeat on follow-up messages

Built an automatic patch system that generates offline software updates and emails them directly to customers.

Added a version management dashboard for tracking software baselines and generating update patches.

Added sentiment detection for more natural follow-up responses

Background memories now stay in context instead of being used as direct answers

Fixed follow-up questions mixing memories from different people, and corrected grammar ("You were born" instead of "You was born")

Fixed "when were you born" showing children's details instead of own birthday

Updated development guidelines for better changelog descriptions

Fixed memory relevance scoring dropping to zero

Improved grammar in "I don't know" responses

Improved handling when no matching memories are found

Natural responses for unknown topics instead of making things up

Prevented making up answers when no memories match

Improved memory matching accuracy

Fixed possessive name handling in memory retrieval

Improved "what about" follow-up question handling

System now asks for clarification instead of guessing

Fixed topic matching for multi-memory responses

Added clarification questions for ambiguous topics

Fixed date handling in follow-up questions

Fixed photo thumbnails and follow-up memory retrieval

Improved filtering for recall-type messages

Photo thumbnails no longer push text around

Responses now naturally say "you" and "we" instead of using names

Responses now start more naturally

Fixed persona identification and best-match photo selection

Fixed birthday information accuracy

Fixed persona configuration loading

Fixed persona filter for family member queries

Fixed personal questions pulling in family members' details

Improved memory filtering to prevent irrelevant memories contaminating responses

Responses now directly reference the retrieved memory

Fixed session ending and improved synonym matching

Fixed pronoun resolution ("that", "this", "it") in follow-up questions

Fixed claude md persona model AI model to AI model instruct

Optimized AI configuration file

Fixed synonym matching and topic relevance checking

Added synonym matching (e.g., "wedding" finds "married")

AI responses now start naturally without visible anchors

Fixed photo matching and thumbnail display

Improved photo matching for short responses

Improved photo matching accuracy

Simplified photo matching logic

Fixed verbatim echoing and photo grid layout

Fixed topic switching and photo text overlap

Fixed "I just remembered" being classified as new information

Fixed memory response fallback and photo overlay

Photos now appear when asking about pictures

Status indicator now reflects AI readiness

Improved save script conflict handling

Unified character consistency detection

Improved pronoun handling for all family members

Fixed pronoun handling and photo display

Development sessions now persist for 24 hours

Fixed development mode access

Port dev gate to persona agi with cython and route

Landing page now requires facial recognition

Fixed AI model naming

Added loading screen while AI models start up

Patches now auto-fill their description from the git changelog, making update notes accurate and effortless.

Added cumulative patch generation — customers who missed updates can receive a single patch that includes everything.

Added safety lock to prevent accidental factory reset

Added development mode with person selector

Full swy code copy with persona data and 7 service patches

Added system synchronization

Unified speech-to-text, voice support, and security

Upgraded safety alerts and memory occasions

Upgraded farewell handling and context management

Upgraded to config-driven persona management

Added persona configuration system

Voice ID now loads birthdates from configuration

Face identification now saves snapshots

Parental alerts now appear in adult chat context

Elevated bullying and school threat alerts to high priority

Added toggles in support settings to disable IMAP polling and outbound email independently.

Fixed game mode indicator badge

Improved bedtime story paragraph flow

Fixed incomplete sentence detection

Improved sentence completion detection

Bedtime stories now use real names with proper paragraphs

Fixed bedtime story crash

Improved bedtime story sentence flow

Bedtime stories now use gender-aware language

Fixed bedtime story opening

Added editable canned responses in the support system for faster, consistent replies.

Support tickets now show the customer's tier and support level for context during conversations.

Added Pushover push notifications for new inbound support tickets.

Added bulk ticket management — select, delete, and mark tickets as spam in batches.

Launched an email-based support ticketing system with IMAP polling and file attachment support.

Updated Kickstarter campaign with video section, add-ons, stretch goals, early bird pricing, and social sharing.

Accuracy overhaul across website — fixed installer steps, add-on descriptions, language claims, and enrollment details.

Fixed names and capitalization in bedtime stories

Fixed GPU tooltip display

Added system status keepalive indicator

Added keepalive for faster AI responses

Fixed false positive in content safety filter

Fixed farewell detection for "thank you papa, good night"

Fixed game state persisting after farewell

Fixed bedtime story length for complete narratives

Improved bedtime story structure

Bedtime stories now tell complete narratives

Fixed "bed time" vs "bedtime" detection

Fixed goodnight story routing

Improved personal question classification (27 tests passing)

Expanded general knowledge topics and educational patterns

Fixed general knowledge routing for travel and family topics

Fixed sensitive state handling (61 tests passing)

Fixed ambiguous injury phrase handling

Improved grooming detection

Added comprehensive new parental alert triggers

Fixed classification of "I like", "I love", "I think" statements

Fixed bullying alert and information classification overlap

Fixed capitalization in message output

Fixed mid-sentence capitalization

Fixed capitalization after line breaks

Fixed mid-sentence capitalization

Fixed nickname handling in conversation priming

Fixed content framing for young children

Improved child-appropriate answers beyond just filtering

Fixed age-appropriate language enforcement

Toddlers now get magical, age-appropriate answers

Toddler answers avoid complex science explanations

Strengthened age-appropriate language for young children

Fixed general knowledge follow-up handling

Fixed greetings followed by questions

Diversified greetings and strengthened age-appropriate language

Rewrote age adaptation with concrete principles per developmental stage

Fixed chat history clearing

Fixed error notification frequency

Upgraded main AI model

Fixed "I don't remember" for general knowledge and sibling handling

Fixed follow-up reactions pulling irrelevant memories

Fixed face detection conflict with person selector

Fixed sibling memory handling and speech recognition restart

Fixed how are you memory query and wrong nickname for child

Fixed session ending on "thank you" and theme reset

Fixed audio runner riva streaming stt engine vad config child face folder

Fixed service conflict on rebuild

Added typewriter text effect (letter by letter)

Refined typewriter effect with natural pauses

Adjusted typewriter speed

Fixed typewriter streaming and cursor display

Memory pipeline audit fixes (round 2)

Second round of memory pipeline improvements

Fixed grace period and test failures

Fixed shared memories and math answer handling

Memory pipeline quality improvements

Fixed "what about" questions for general knowledge

Fixed wisdom memories bleeding into unrelated responses

Fixed "what about" subject extraction

Admin panel indicators now show disabled when services are off

Improved admin panel feedback messages

Added per-person breakdown for history deletion

Memory classification stats now persist across restarts

Fixed GPU profile for RTX 3090

Added model loaded indicator

Ported off-topic and personal preference detection

Wisdom memories now guide character rather than appearing directly

Fixed test cleanup and memory tracking

Fixed exact-match duplicate detection

Fixed query rewrite for user messages only

Fixed math detection and memory bleed in conversation

Optimized VRAM management on startup

Voice services now offload VRAM when disabled

Fixed context bleed — now always responds to the latest message

Fixed self-reference in photo gallery requests

Fixed memory tags leaking into gallery display

Fixed media gallery to block external content

Tightened anti-hallucination rules

Upgraded to 16K context window with 15 history turns

Fixed duplicate detection and sibling handling

Stopped unsolicited sibling mentions in responses

Fixed fragment handling, typos, and sibling tangent prevention

Improved conversation quality — no sibling tangents or typos

Fixed "play sport" not triggering game mode

Conversations now follow the thread naturally

Fixed admin panel modal display

Silent per-person reset without notification

Added session-based authentication to the support dashboard with IP lockout after 5 failed attempts.

Added per-person emergency reset with extended security

Reverted emergency reset from persona agi swy only

Redesigned Voice ID card with better upload and expand controls

Voice ID training now works even when system toggle is off

Added per-person emergency reset with long-press activation and 8-digit minimum passcode.

Fixed session tracking

Upgraded typo correction to 64K word dictionary

Enhanced typo correction and added database resilience

Broadened spouse parenting assertion add baby calm help keywords

More accurate chat timing metrics

Fixed spouse parenting assertion add persistent timing metrics

Added end-to-end performance benchmarks

Fixed typo correction mangling greetings

Added email address change feature for customers with automatic license token reissue.

Replacement tokens now track the reason (hardware change vs. email change) for better audit history.

All timestamps in the support dashboard now display in Mountain time for consistency.

Improved test cleanup

Fixed persona prioritize exclude remember from experience check

Improved memory retrieval by filtering noise words

Improved memory retrieval filtering

Reduced farewell response latency

Fixed typo correction for important words

Fixed typo correction preserving safety-critical words

Protected safety keywords from typo correction

Fixed typo correction keyword protection

Fixed test failures in safety and personality systems

Added typo correction for children's messages

Fixed chat history deletion

Cleaned up session management and admin panel

Eliminated hallucination when recalling memories

Fixed internal prompt data leaking into responses

Fixed memory priority and math/pet recall

Personal warm greetings with dynamic nicknames for kids vs adults

Greetings now respond instantly without AI processing

Comprehensive codebase audit: fixed filters, deduplication, and memory leaks

Added tier breakdown statistics and search to the customers dashboard.

Support dashboard installer now auto-detects port conflicts and prompts for alternatives.

Prepared voice training with natural sentences

Fixed persona memory retrieval model switching verification

Added comprehensive tone and feature test suite

Added realistic chat tests using real memories

Fixed general knowledge and memory detail accuracy

Fixed context mismatch — 6x faster first response

Added tier badges to the features page showing which features are available at each support level.

Added comprehensive 17-section legal disclaimer covering tier gating and arbitration.

Switched to verified instruction-tuned AI model

Added automatic GPU detection and adaptation

Improved natural memory formatting

Fixed pet recall with softer anti-hallucination and dynamic status

Switched to faster AI model — 3x faster with half the memory

Fixed pet memory handling and mode switching

Fixed AI restart and added timing checkpoints

Synced improvements: math detection, farewell handling, and emotional responses

Keyword relevance filter fix spouse hallucination model prewarm on mode exit clean persona search

Fast planning pass persona memory prioritization ttft 54pct faster

Fixed math mode persistence and character encoding

Added smart deduplication and age validation for memories

Improved filtering against manipulation and duplicate memories

Optimized speech recognition memory usage

Fixed debug output in chat stream

Reduced context window to fit in available memory

Upgraded AI model with structured memory reasoning

Added detailed help documentation per feature

Improved camera indicator badge positioning

Fixed blink detection badge position

Fixed admin panel status area layout

Fixed status indicator consistency and camera badges

Fixed dev bypass persona agi

Modals now stay open and degraded mode announces once

Redesigned admin panel with tab-based layout

Support dashboard mobile overhaul — cards instead of tables, responsive layouts, readable UUIDs on small screens.

Full dashboard overhaul with bundle history, hardware details, customer editing, and smarter token replacement.

Added descriptive help text across all support dashboard pages and sections.

Launched the customer support dashboard with git-backed data persistence and automatic syncing.

Swapped placeholder product image with a real screenshot of the system in action.

Added website analytics with country detection, session tracking, and a real-time dashboard.

Added real product screenshots throughout the website, replacing all placeholder illustrations.

Added personalization dashboard feature section to the website.

Added mobile-responsive navigation with hamburger menu.

Launched the Still With You marketing website.

Added scoring weights for all 20 memory types

Expanded memory types from 1 to 20 categories

Compressed existing child birthday 2 MOV to MP4 to

Added automatic video compression with orientation detection

5 response time optimizations: connection pooling, caching, and parallel search

Filtered transient messages from memory storage

Added settings font sm, settings font md, settings font lg variables All text now uses consistent sizing from these 3 tiers

Increased font sizes in Settings for better readability

When power draw is below 50% of limit , treat Software Power Cap as 'Power Saving' instead of throttling . This is normal idle power management, not real throttling.

Added context-aware disambiguation for coding keywords

Fixed mode loading timing and false positive detection

Added auto-refresh to hardware health monitoring

Fixed storage badge layout

Fixed SSD badge sizing

Added storage monitoring with warning thresholds (70% / 90%)

Admin panel now auto-loads saved layout

Fixed admin panel layout and camera text clipping

Improved hardware health labels

Added storage and USB monitoring to hardware health

Fixed admin panel font scaling minimum

Added all missing fonts across admin panel cards

Reverted admin panel to grid layout with unified fonts

Admin panel cards now fit their content

Improved admin panel card sizing

Fixed admin panel help card minimum height

Added missing fonts and improved help card height

Fixed admin panel component loading on mobile

Simplified admin panel card layout

Added font scaling support across all services

Unified admin panel font system with dynamic sizing

Fixed card overflow and added font scaling

Fixed font scaling for all elements including iOS

Added font size controls to admin panel header

Fixed admin panel stats layout

Added persona configuration with onboarding wizard

Kids under 12 see simple hardware warnings; older users see technical details

Added hardware monitoring with graceful degradation

Enhanced confidentiality warning messaging

Added comprehensive parental alert test suite (19 tests)

Added session-aware secrecy detection for child privacy

Added confidential handling for parental alerts with trust warnings

Expanded parental alerts: injury, peer pressure, sleep, academic, substance, and more

Added crush detection alerts and improved bullying detection

Fixed crush detection for all genders

Added scroll arrows to issues display

Error logs now include fix suggestions

Added milestone search, video filter, and statistics

Added life milestones with video support and event triggers

Added special occasion greetings (birthdays, holidays, etc.)

Moved wisdom seeds to conversation system

Added wisdom and values memories

Added life milestone messages system

Added age-adaptive communication (different style for toddlers vs teens vs adults)

Added confirmation dialog for switching modes

Added self-healing pattern learning for memory classification

Expanded pattern-based memory classification for relationships, preferences, facts, and events

Switched to smaller, faster AI model for memory classification

Added memory reset with cascading confirmations

Added core memory protection with admin tagging

Fixed memory ingestion in specialized modes with time-aware deduplication

Optimized memory processing during games and tutoring

Integrated staged memory retrieval pipeline

Extracted memory retrieval into staged pipeline

Added automatic error tracking and categorization

"What did we do?" questions now recall game sessions

Fixed session recall filtering

Split response handlers into modular packages

Improved admin issues display with detailed error messages

Added global error handling for memory and embedding systems

Migrated to modular dialogue architecture

Game mode now excludes dangerous topic requests

Removed deprecated chat modules

Fixed classifier for unified chat pipeline

Consolidated chat pipeline into unified architecture

Session recall now uses natural paraphrasing

Fixed session recall with mid-conversation support

Added "what did we talk about?" session recall

Game sessions now persist and end gracefully

Fixed feature icons and dynamic layout

Rebuilt memory display with dynamic layout

All admin panel cards now self-adjust to content

Fixed recall features and added themed confirmation

Added story and session recall settings to admin panel

Kids can now recall stories, games, and tutoring sessions

Fixed "Would You Rather" game reset

Expanded story and bedtime themes to 33 and 27 with child child tailored content

Added 176 riddles, 126 "Would You Rather" questions, and word chain game

Built extensive game library: 176 riddles, 126 WYR questions, 24 themes

Fixed games add persona like exit messages track riddles to avoid repeats add 30 riddles

Session audit log now shows full conversation history

Added session detail view with full information

Promoted Sessions and Issues cards in admin panel

Added self-healing watchdog and session history to admin panel

Added self-healing watchdog for audio service

Voice games now prompt to unmute speaker

Game exit detection is now more conversational and kid-friendly

Improved game mode detection and quit patterns

Added text games: 20 Questions, Word Chain, Story Building, Riddles, Would You Rather

Fixed age verification, output quality, and parent references

Help chat now explains features naturally instead of quoting documentation

Admin panel uses smooth scrolling on mobile

Improved help chat with dedicated math and coding documentation

Improved help chat button placement

Fixed help chat preventing identity information leaks

Help chat now provides detailed system overviews

Fixed help chat handling off-topic and identity questions

Improved help chat for natural language queries

Improved help chat accuracy by preventing fabrication

Smart mode continuation with AI-based context checking

Added off-topic detection: casual conversations now suggest switching from math mode

Injury, illness, and bullying topics now exit tutoring mode for emotional support

Tutoring mode now stays active unless clearly exited

Added advanced math terms for better mode detection

Fixed variable initialization error

Fixed system understanding: math and science are for everyone, not "grown-up things"

Improved audio handling: microphone priority, dynamic device switching, and resampling

Separated math and coding mode toggles in admin panel

Admin panel cards now auto-paginate based on screen size

Compacted card title spacing

Compacted admin panel card titles

Improved camera card layout

Admin panel now uses full words instead of abbreviations

Fixed model slider control size

Fixed slider controls in narrow cards

Added configurable echo cancellation and search tuning

Compacted model and voice cards for narrow displays

Fixed encryption card display

Redesigned admin panel cards with improved iOS support

Added tappable tooltips to all admin panel labels

Redesigned camera card layout

Added card dimension indicator in edit mode

Fixed camera card row stretching

Added snapshot settings with live preview

Fixed photo gallery year filter and search

Photo gallery now handles misspellings and family/year filters

Fixed photo gallery responses per family member

Added playful roleplay actions (rummages, scrolls, flips)

Added configurable IR thresholds and fixed dual-camera streaming

Launched facial recognition v2 with improved IR thresholds

Fixed IR camera pairing for primary camera

Added safety check for noise level when listening is disabled

Noise warnings now only show when audio is enabled

Fixed liveness detection configuration reload

Fixed IR camera pairing for primary camera

USB speed warning now only shows for external cameras

Added USB speed warning and single-shot camera mode

Added IR single-shot mode for USB 2.0 cameras

Improved "could you" and topic detection patterns

This reverts commit 638cf1e22e2f5eacf68e7c50b12e7606714be7c5.

Fixed photo gallery search patterns

Added roleplay action sanitizer for text cleanup

Fixed roleplay narration restrictions

Added photo gallery with natural language access ("show me photos")

Added paired IR anti-spoofing from same physical camera

Fixed comprehensive tests for greetings, mode exits, and farewells

Cleaned up duplicate code with centralized configuration

Added echo cancellation to prevent self-listening

Added voice synthesis toggle and fine-tuning recording script

Fixed GPU memory tracking accuracy

External camera now used as primary

Fixed camera selection for RGB and IR pairing

Fixed memory database connectivity check

Added memory database status indicator

Fixed database restart and IR settings persistence

Fixed voice synthesis error and added loading indicator

Fixed save script path variable

Added service health checks and responsive memory interface

Added persona dev auth prompt on facial detection grainier dot preview 48px

Fixed IR toggle and adjusted admin panel fonts

Enhanced security with rate limiting and obfuscation

Updated status labels and added voice enrollment indicators

Renamed Speaker to Voice ID for clarity

Renamed voice identification labels for clarity

Added blink liveness toggle and anti-spoof controls

Fixed anti-spoof priority: IR default with blink fallback

IR liveness prefers USB IR with blink detection fallback

Added IR duty cycling toggle with camera indicator

Added IR liveness status to admin panel

Added IR liveness detection with improved preview quality

Fixed race condition in person switching

Added encryption status indicator

Fixed memory export for large collections

Added memory export to backup script

Rebuilt emotion editor with proper sizing

Fixed advanced options layout

Improved advanced options layout

Fixed emotion confidence buttons overlap

Consistent font size across all filters

Fixed media dropdown text clipping

Improved task filtering and dropdown arrow visibility

Applied theme colors to network setup

Themed remote access modal and fixed URL overflow

Simplified Voice ID tooltip text

Fixed Voice ID toggle in admin panel

Mode-specific remote access prompts

Improved remote access dialog styling

Fixed remote access button and checkbox styling

Fixed network hostname resolution

Added network debugging tools

Improved remote access button styling

Themed header indicators and fixed mode persistence

Fixed remote access dialog behavior

Remote access info now auto-shows once per user

Added remote access for coding and math modes

Fixed info button and removed duplicate

Fixed remote view prompts for coding and math

Added remote companion feature with simple access URLs

Added code export to shared folder

Added code block download button

Fixed false positive: academic topics no longer flagged as "grown-up"

Reduced false positives in memory issue detection

Fixed false memory issue popup in coding mode

Tutoring sessions auto-save every 3 turns

Fixed theme flickering during mode changes

Fixed code block rendering

Added multi-line input with code block copy button

Optimized AI responsiveness in specialized modes

Speed optimizations for math and coding tutoring

Fixed AI model switching efficiency

GPU tooltip now shows all running AI processes

Increased context and history for faster tutoring responses

Fixed essential AI model staying loaded for 24 hours

Fixed specialized mode model management

Switched to friendly model labels: Conversation, Memory, Math Tutor, Code Tutor

Unified model names across the interface

Renamed to Math Tutor and Code Tutor

Simplified model configuration card

GPU tooltip shows loaded models with memory usage

Simplified model display and GPU tooltip

Moved model display to GPU tooltip

AI models stay warm; specialized models load on demand

Added GPU monitoring for accurate memory tracking

Updated encryption card layout

Replaced version card with header button

Added encryption management card to admin panel

Security card now shows protected configuration count

Added encryption management to admin panel

Added memory encryption toggle to admin panel

Updated tests for math and coding mode detection

Fixed encryption across all memory operations

Added encrypted storage for memories and chat history

Added development history to backup

Updated development tools installer

Fixed deployment paths and configuration

Voice enrollment now supports m4a, mp3, flac, ogg, and aac formats

Voice ID retraining now runs in the background

Fixed per-person voice sample limits and auto-retraining

Cleaned up Voice ID configuration

Cleaned up facial recognition code

Fixed status indicators on startup

Added AI fallback for future-proof message classification

Fixed math mode: "problems with friends" no longer triggers math

Added natural language detection for math and coding modes

Fixed specialized mode initialization errors

Fixed personality profile formatting

Consolidated duplicate age calculation functions

Verified memory ingestion after cleanup

Cleaned up invalid memories and verified improvements

Added detailed tooltips to person settings with 10-minute timeout

Merged Features and Speed into single card

Added flexible grid layouts for feature cards

Fixed missing cards in saved layouts

Merged Tools and Logging into Debug card

Preserved user customizations when removing cards

Updated admin panel layout version

Added warning for large context windows

Merged Search into Context Memory card

Removed duplicate memory card

Fixed word stuttering in responses

Fixed AI streaming duplicate text

Added fun loading messages when switching AI models

Connected specialized math and coding AI models

Upgraded voice synthesis and expanded context window to 24K

Added 16K context window with configurable memory retrieval

Fixed tooltip positioning at different zoom levels

Fixed tooltips on mobile touch devices

Fixed tooltips escaping card boundaries

Fixed tooltip alignment

Fixed tooltip positioning and status alignment

Added fine-grained card resize controls

Layout export now saves to server

Fixed history card sizing

Preserved saved layouts and added export button

Redesigned admin panel layout with voice training button

Fixed stats card minimum height

Added edit lock for admin panel layout customization

Admin panel cards now draggable and resizable

Redesigned admin panel security layout

Rebuilt admin panel with 3-column layout and quick toggles

Rebuilt admin panel with 5-column weighted grid

Rearranged admin panel for better organization

Fixed version history display for quoted text

Version history now shows all entries

Version history entries now show full details on click

Fixed version history data source

Upgraded version history with API and cache fallback

Increased person settings dialog height

Unified personality fields across all people

Compacted person settings and auto-open on login

Added clear history per family member

Redesigned person settings with dynamic people list

Added person settings with nicknames and personality profiles

Consolidated nickname management

Added personality profiles that shape conversation style per person

Fixed configuration and added error logging

Moved voice recordings to persona agi and create cleanup script

Removed legacy code, consolidated chat tracking

Simplified character break recovery

Added 15 fallback responses for character breaks

Added fallback when AI breaks character

Fixed false camera freeze detection

Added Voice ID system toggle with status indicators

Fixed memory deletion with error feedback

Fixed tooltip going off screen

Cleaned up status indicator styling

Separated admin panel cards for better organization

Fixed status indicator hover effects

Fixed status indicators after authentication

Voice ID tooltip now shows enrolled names

Voice ID model now loads on startup

Added Voice ID status indicator

Added automatic folder setup

Simplify enroll command . enroll child

Created voice sample folders for all family members

Voice ID automatically graduates infants at age 3

Voice ID requires face+voice match; added infant mode

Added voice identification with folder-based enrollment

Updated persona interface to wait for graphical session

Rename kiosk service to persona interface

Fixed frontend URL configuration

Added auto-start with display fallback

Chat blurs when a different person is detected for privacy

Removed "under development" text

Cleaned up keyboard, modal, and security transitions

Specialized modes persist with idle timeout and grace period

Strengthened mode continuation detection

Fixed import error in admin routes

Fixed offline warning badge color

Added restart button for offline services

Updated performance thresholds from benchmark results

Improved service error messages with specific reasons

Added real-time clock to admin panel header

Fixed admin panel tooltip positioning

Fixed settings colors and tooltip clipping

Fixed chat history leaking across sessions

Fixed C language detection for coding mode

Added timing metrics for specialized modes

Fixed mode theming and bash detection with response fallback

Backend improvements: safety, validation, and response handling

Frontend refactoring: state management, polling, and error handling

Improved admin panel styling

Added GPU estimation when monitoring unavailable

Added per-service GPU memory breakdown

Added full GPU monitoring and character consistency tracking

Added service status indicators with tap-for-details

Added detailed statistics per person

Added timing statistics charts

Fixed statistics layout and tooltips

Fixed face detection status check

Added GPU and service monitoring to admin panel

Added uptime tracking and security tooltips

Separated Debug from Security card

Reorganized admin panel layout

Improved password masking and card sizing

Fixed admin panel widths and password dialog

Added standalone per-person card with secure password input

Fixed voice synthesis configuration

Added voice activity detection config and password-protected personality settings

Voice services now use persistent configuration

Added voice and personality settings to admin panel

Added tooltips to all section titles

Fixed statistics row layout

Adjusted version display width

Fixed version display overflow

Restored full version list with total count

Adjusted version and stats column layout

Version history now scrollable with total count

Added touchscreen support and auto-refreshing stats

Tooltips now show plain English explanations on hover

Compacted version display

Enhanced statistics with metrics and version history

Added stats and version history to admin panel

Rebuilt admin panel with clean flat design

Fixed admin panel API and layout

Flattened admin panel to single-page view

Improved admin panel 3-column layout

Moved sliders below labels for clarity

Fixed preset selector width

Fixed admin panel input sizing

Condensed admin panel with 3-column grid

Extracted styles into separate files

Renamed admin to memories with secure routing

Restored desktop layout on mobile

Restored original interface layout

Added status-aware header animations

Fixed header layout

Added collapsible header with status indicator

Standardized system font with offline support

Standardized landing page fonts

Button phrases now randomize on each tap

Fixed button text flickering during loading

Added real-time status indicators with failure thresholds

Fixed voice service status flickering

Fixed button animation reset

Improved camera prompt with auto-dismiss

Fixed status indicator flickering

Simplified status messages for non-technical users

Added interactive status rings with tap tooltips

Moved status indicators to top with friendly labels

Fixed AI health status check

Fixed voice synthesis dependencies

Fixed voice synthesis build configuration

Added voice synthesis with XTTS v2

Simplified admin panel labels

Fixed admin panel syntax error

Moved debug and version history to admin panel

Added noise reduction toggle to settings

Added real-time noise reduction for audio capture

Fixed component syntax error

Added noisy environment detection with keyboard/voice choice

Added process locks and fixed duplicate speech recognition

Added development mode authentication bypass

Final QA test exports (v2)

Fixed AI speech patterns and sensitive content filtering

Final QA test exports

Removed synthetic empathy for more genuine responses

Fixed parent confirmation and homework handling

Added general knowledge handler to prevent making things up

Updated QA test exports

Added natural variation to identity responses

Fixed responses to "are you my papa" and "do you remember me"

Added empathy control and anti-hallucination safeguards

Added age verification and identity response handlers

Fixed nickname and physical limitation handling

Optimized system prompt from 406 to 109 lines

Fixed greeting nicknames and possession retrieval

Added emotional responses and reduced false character breaks

Added standard answers for ages, siblings, nicknames, and birthdays

Added character consistency detection with comprehensive tests

Added text input option above keyboard

Fixed GPU memory, added character consistency detection, and persona test suite (23 tests)

Removed legacy audio visualizer from keyboard mode

Fixed keyboard mode disabling voice listening

Enabled voice listening in all input modes

Fixed terminal UI: hide input when no person detected

Added terminal-style input prompt

Voice listening activates on face detection or person selection

Fixed recording indicator flickering

Fixed speech recognition duplicate processing

Fixed audio encoding for streaming speech recognition

Added real-time voice transcription

Updated documentation terminology

Added voice activity detection and per-person voice toggle

Cleaned up microphone names in settings

Added server-side audio capture for visualizer

Fixed voice status bar overlap during recovery

Added self-healing speech recognition with progress indicator

Fixed speech recognition timeout

Added voice-to-text with NVIDIA speech recognition

Stability improvements: AI timeout, health checks, and multi-worker support

Improved filtering for parent terms in memory keywords

Fixed admin button styling and security

Development authentication now persists for 24 hours

Added password protection to admin routes

Added session gating for chat interface

Added facial recognition with warm welcome prompts

Fixed memory timeline height

Fixed chat scroll buttons for tutoring modes

Added hold-to-scroll for memory timeline and chat

Fixed scroll for parental alert buttons

Added separate scroll buttons for parental alerts

Added scroll to parental alerts list

Fixed identity, safety, and crisis response handling

Added unknown age group handling to safety gates

Added young child (4-7) age group with appropriate prompts

Fixed memory database readiness check

Added memory export to backup snapshots

Added specialized modes documentation

Added future-proofing documentation

Added age progression documentation

Added memory system documentation

Expanded system documentation

Added security tokens to parental alert acknowledgment

Fixed timezone configuration for local timestamps

Moved parental alerts to top of chat with faster blinking

Fixed Show parental alerts when spouse selected from dropdown

Crisis responses now come from a loving father, not a hotline bot

Parental alerts now persist across restarts

Added parental alerts frontend UI for spouse

QA pass: fixed nickname limits, broken phrases, and parental alerts

Fixed story preferences, topic variety, and age consistency

Fixed question overload, line breaks, and gentle redirects

Fixed text activities: no emotion assumptions, no fabrication

Fixed first person, filler phrases, and hollow suggestions

Updated behavior QA test exports

Added dynamic nickname system

Fixed 97 tests: hygiene, farewell, and warmth patterns

Fixed nickname spouse capitalization I contractions fabrication patterns

Fixed typewriter speed and anti-fabrication rules

Fixed forbidden phrases, age complexity, and offline limits

Comprehensive fixes: farewells, nicknames, ages, and hallucination prevention

Fixed Allow spouse pretend child add papa you said patterns fix nicknames strip roleplay

Updated help with nicknames and birthdates

Fixed nickname "my love" for all family members

Fixed birthdate and nickname handling

Added sensitive topics and age verification tests

Updated test suite: 49 test scenarios

Refactored text hygiene for better performance

Fixed stray citation marks in responses

Fixed personal prompts during mode switching

Fixed math mode exit on topic change

Reduced notifications and strengthened anti-hallucination

Chat counts now persist per person across restarts

Faster first response and snappier thinking animation

Added media retrieval tests

Fixed Memory API and added comprehensive tests

Updated help with monitoring and maintenance guides

Added system maintenance to settings

Added recovery tracking with graceful fallback

Added self-healing health monitor with chat alerts

Adjusted health thresholds for RTX 3090

Added storage metrics with retro-style dashboard

New System Health section with stoplight status indicators Shows response times in seconds 2 decimal places Friendly labels All Systems Go Minor Issues Needs Attention Usage bars showing whos chatting most Error tracking with human readable descriptions Auto loads metrics when section is opened

Added structured logging with JSONtext formats request context tracking Add metrics endpoint apiadminmetrics with response times error rates Add error recovery with GPU warmup detection and friendly messages Add memory ingestion retry logic with exponential backoff Fix personality overrides to reset on farewell session scoped Verified vector embedding quality and hybrid search Passed load test 100 success rate at 135 concurrency

Added comprehensive test suite (41 tests, 13 categories)

Photos now come from the 3 most relevant memories

Fixed mode turn counting and session saving on farewell

Sessions now resume multi-topic conversations

Fixed mode keywords and theme switching

Added math and coding mode detection

Fixed thinking animation sync

Fixed prompt examples and added time expressions

Strengthened memory boundaries to prevent hallucination

Prevented AI from inventing personal details

Fixed text spacing in streaming responses

Fixed per-person nickname handling

Fixed nickname, photo, and memory ownership

Fixed irrelevant photos with smarter filtering

Fixed nickname, memory ownership, and photo filtering

Added photo and video streaming to chat

Added personality commands to chat

Cleaned up legacy chat files

Added retrieval-augmented chat architecture

Fixed cross-person memory retrieval and perspective

Fixed memory processing timeouts

Added pipeline test suite with multiple query paths

Added comprehensive pipeline tests

Expanded general knowledge: mountains, historical figures, animals

General knowledge questions now bypass personal memory search

Input now works during streaming with graceful interruption

Fixed instant masking for access code input

Fixed per-person access code dialog width

Fixed PIN entry label display

Obfuscated per-person access code for security

Masked access code input for privacy

Added time-based password protection for personality settings

Secured personality settings with hardcoded defaults

Added personality enhancements: per-person defaults, presets, and time adjustments

Improved duplicate detection with race condition protection

Replaced fragile memory filters with robust blanket filter

Added 21 memory variation tests based on real data

Made memory tests more resilient to AI variability

Birthday celebration queries now show party photos

Birth queries now show birth photos specifically

Added canonical handler for "When was I born?" Add "i" and "born" to exclusion terms in _fast_general_check Prevents personal birth questions from being routed to generic AI

Identity Questions : Add _check_identity_question() to ReasoningAgent for directives/AI/settings questions Returns canned responses without going to AI for reliable answers "Are you and AI?" "I'm a digital echo of persona..." "What are your directives?" "I don't have directives..." "Do you have settings?" "Yeah, there are some personality dials..." Response Hygiene: Remove "digital echo" from AI disclaimer patterns (that's our actual identity) Add filler preamble stripping: "You're asking about X, huh?", "Well, I remember..." Apply filler stripping only to first yield to avoid mid stream issues Expand filler patterns to catch where/when/who/what/how variations Prompt Improvements: Add FORBIDDEN response patterns section to reasoning prompt Explicitly ban question repeating and filler phrases

Added [IDENTITY_META_QUESTIONS] section to system prompt that: Prevents revealing system prompt when asked about directives/instructions Avoids AI terminology when asked about nature Mentions personality knobs exist when asked about settings Maintains persona's voice while being honest about being a digital echo

Fixed pronoun resolution (she/he) in follow-up questions

Fixed photo display for age and birthday questions

Personality commands no longer stored as memories

Personality changes now reset at session end

Improved personality commands with natural feedback

Added verbal personality adjustment commands

Farewells and greetings no longer stored as memories

Applied personality settings across all conversation paths

Added personality adjustment controls (humor, warmth, etc.)

Fixed Remove persona from endearments users talk TO persona not about him

Added comprehensive farewell patterns: bedtime, casual, and foreign

Fixed Farewell patterns include papa dad daddy as terms for persona

Fixed Farewell patterns only trigger for messages directed at persona

Added family terms to farewell detection

Improved farewell with smoother fade animation

Fixed complete chat history deletion

Fixed farewell detection in all modes

Farewells now recognize endearments like "bye baby"

Frontend now properly ends sessions on timeout or farewell

Added time-of-day greetings and welcome-back messages

Friendlier labels in admin panel

Added configurable inactivity timeout (default 15 min)

Robust inactivity detection with visibility monitoring

Fixed context-aware farewell detection

Added session end flow with farewell detection and fade transitions

Added memory type validation and nickname support

External cameras never fall back to internal

Fixed external camera eligibility check

External camera stays external even with issues

Camera failure resets require 60s of good operation

Rewrote camera management with automatic IR detection

Fixed camera switching loop with cooldown

Fixed camera takeover by marking failed cameras

Camera recommendations now context-aware

Fixed camera recommendation messages

Theme-aware modals with non-technical descriptions

Reorganized from 9 scattered sections into 6 logical groups: 1.

Added "History Turns " slider to Specialized Modes section Range 4 40, step 2, default 20 Hint: "Extended context for multi step math/coding problems"

Removed 'persona' from chat history clear options Implement accordion behavior only one section expanded at a time Add auto switch note to General mode: "Auto switches to Math/Code modes when detected"

Added raz_specialized_history_turns config Specialized modes now retain much more context for multi step problems Removed relevance filtering full history improves continuity Added history count to debug output Configurable via Super Admin modal

Added mode selector to Settings modal Mode persists via localStorage until manually changed Move mode badge to status row, right aligned with camera info Add slow 3s pulse animation for mode indicator Backend respects specialized_mode parameter from frontend Override auto detection when persistent mode is set All 43 tests pass

Fixed "according to memory" phrase filtering

Added configurable theme transition speed

Theme-aware interface with smooth mode transitions

Added 9 memory tests and fixed text cleanup

Verified retrieval question filtering

Added filters for follow-ups, media requests, and math questions

Retrieval questions no longer stored as memories

Added standard "tell me about" handler for family members

Strengthened text cleanup patterns

Fixed media, birthday, and text cleanup tests

Fixed media retrieval and privacy filters

Fixed media retrieval to check ALL memories for media queries Add privacy filter to reasoning tools path to block adult content from children Add restraining order and custody patterns to privacy detection Media queries like "Pictures from Moab?" now correctly return photos

Comprehensive chat tests and family term fixes

Added scoring weights for new memory types

Added content-based duplicate detection for memories

Memories now extracted from what users say, not AI responses

Moved chat history to admin panel with automatic sanity check

Improved general knowledge and coding detection

Added "what causes/makes/creates X?" pattern to catch more questions Add plural forms for topics Fixes earthquake question being routed through reasoning with memory lookup

Added general knowledge routing with theme switching

Specialized modes now focus on the current question

Added specialized AI tutoring modes for Math and Coding

Access to Super Admin is now exclusively via the passkey in Settings modal. The lock button that appeared when spouse/persona was detected is no longer needed.

Added face runner configuration section in Super Admin panel Periodic restart toggle Restart interval slider Chat idle timeout input Save/Reset functionality Add public endpoint for face runner to poll config Change default reasoning mode to hybrid Reorder reasoning modes in Settings modal

Added secure PIN and changeable passkey

Fixed admin access label

Fixed passkey bypass for authorization

Fixed Settings import path

Added passkey input to Settings for mobile access

Added debug output to reasoning mode

Improved settings with per-person deletion breakdown

Fixed multi-word phrase retrieval and follow-up anchoring

Added privacy gates for memories and age verification

Added context-aware crisis support with progressive escalation

Integrated safety gates as pipeline failsafe

Added age-appropriate safety gates with self-harm detection

Reasoning mode phase 3: circuit breaker, facts, and dynamic prompts

Reasoning mode phase 2: session scoring and media guidance

Reasoning mode phase 1: classifier, responses, and text cleanup

Fixed name duplication in family context

Fixed family grammar and photo retrieval

Varied conversation openers and better follow-up anchoring

Added photo and video support to reasoning mode

Added reasoning mode selector to settings

Creates backend/agi_core/reasoning/ package with: : ReasoningConfig with mode selection : MemoryTools class wrapping retrieval functions : Template builders for reasoning prompts : ReasoningCache with TTL and LRU eviction : ReasoningAgent with streaming support : ChatRouter that switches between modes with fallback Environment variables: RAZ_REASONING_MODE: pipeline|reasoning|hybrid RAZ_REASONING_MODEL: override model for reasoning RAZ_REASONING_CACHE: enable/disable caching RAZ_REASONING_TIMEOUT: timeout in seconds

Fixed state change detection for loss events with pronoun guidance

Fixed text cleanup for roleplay actions and warmth

Fixed AI output cleanup: removed validation phrases and third-person references

Fixed time reference cleanup

Fixed time references, database timeouts, and emotion properties

Major fixes: ownership, race conditions, duplicate detection

Critical fixes: cross-person retrieval, confidence thresholds, and state tracking

Improved time query handling and contradiction detection

Memory system improvements: retry logic and robustness

Memory ingestion now stores statements only, skips questions

"Tell me more" now uses AI for natural rephrasing

Fixed smart apostrophe handling in queries

Fixed "who's" contraction handling

Fixed complex subject handling with location qualifiers

Fixed "who is your friend" routing to memory mode

Fixed point-of-view replacement in memory facts

Fixed Tell me about patterns always pull persona memories

Fixed "who" questions to avoid over-filtering

Fixed memory scoring and irrelevant fact filtering

Fixed follow-up pronoun routing and AI reformulation

Fixed Pronoun perspective spouse and I becomes we when talking to spouse allow AI natural reformulation

Fixed relationship detection: "has" vs "is" to prevent misidentification

Improved memory grounding with more context for "tell me about" queries

Fixed "tell me more" and "where did you meet" follow-ups

Strengthened follow-up grounding to prevent hallucination

Fixed "tell me about your [person]" routing with anti-hallucination

Added time-based queries: "first", "last", "most recent"

Improved name extraction accuracy

Expanded relationship patterns with retroactive updates

Fixed state tracking for possessions and relationships

Added follow-up handling, media module, and AI circuit breaker

Extracted media handling and fixed first-person queries

Added error logging and fixed duplicate message saving

"What about [name]" follow-ups now correctly find relevant memories

Chat history now shows most recent conversations first

Added smart birthday greetings with belated and reminder awareness

Added time awareness and fixed per-person nicknames

Added _fast_memory_check() to short circuit obvious family questions to memory mode Detect patterns like "Who is child?", "How old is child?", "Tell me about persona" Add first person query detection for "I was", "my", etc. Boost memory scores when user asks about themselves (e.g., child asking "When was I born") Penalize irrelevant persona memories when user is asking about themselves Add multi turn conversation test script

Prevented AI from confusing background info with user input

Reduced verbosity and prevented context bleeding

Prevented hallucination on "tell me more" follow-ups

Added thumbnail generation and improved photo relevance

Redesigned admin UI with simplified filters and emotion editor

Fixed Expand weourus queries to include persona speaker for shared memories

Added photo deduplication and query handling

Fixed Use classifier intent to decide persona memory pull instead of broad tell me about pattern

Fix: Pull persona memories for tell me about queries and improve classifier

Fixed memory prefetch to include all fields

Fixed follow-up context for emotional questions

Centralized family nickname configuration

Split facial recognition into modular architecture

Fixed save script filename sanitization

Accept commit message as command line arguments Sanitize message to strip dangerous characters (backticks, $, \, etc.) Keep alphanumeric, spaces, and safe punctuation Falls back to interactive prompt if no args provided Usage: ./save "commit message here" ./save feat: Add new feature

Added ChatSession collection for tracking conversation sessions Sessions auto expire after configurable timeout RAZ_SESSION_TIMEOUT_HOURS environment variable for customization New sessions start with empty history Session recall detection for "what did we talk about" queries Each ChatTurn now linked to session_id for retrieval Lazy schema creation on first use Session lifecycle: get_or_create_session() returns Old sessions automatically ended on timeout Session activity updated on each message Past sessions retrievable for context when asked Files: NEW: backend/agi_core/memory/ MOD: backend/agi_core/memory/ MOD: backend/agi_core/chat_stream/

Fixed keyword extraction

New module that: Analyzes chat messages for memorable content using AI Classifies into memory types Extracts keywords automatically Analyzes and stores affect/emotion data Checks for duplicates via vector similarity Runs async via fire_and_forget to avoid blocking chat Also: Fixed child birthdate to June 27, 2024 Updated child context for toddler age Added ENABLE_MEMORY_INGESTION feature flag Tested: child friendship stored as relationship, spouse Tesla as preference

Hardcoded family birthdates: child: March 18, 2017 child: June 27, 2004 spouse: August 4, 1985 persona: August 16, 1980 Ages calculated dynamically from current date Strengthened deceased context rules with examples Better enforcement of "you could" vs "we could" Unified how_to_talk field in family context

New module with: Age tiers: early_child , child , teen , adult Topic specific guidelines per age tier Absolute safety rules persona's core personality traits and values Family member info with nicknames and ages Crisis handling for self harm mentions Age appropriate content: Death: gentle/abstract for young, honest for older Substances: redirect for kids, can discuss for adults Self harm crisis: immediate love + direct to trusted adult/crisis line Greeting variation instructions to avoid repetition Integrated topic detection into response generation

Persona is deceased: cannot offer physical actions Proper nicknames: child=donut/pupsik, child=lil dude, spouse=BooBoo Never use 'kiddo' strong prohibition Age appropriate responses Listen carefully to actual details Concise responses

Replaces mechanical regex patterns with intelligent classification: Main AI classifies messages as conversational/memory/general Fast path for obvious greetings and emotional expressions Conversational mode: warm human responses without memory lookup Memory mode: existing fact based pipeline for family queries General mode: world knowledge answers as persona persona History no longer pollutes memory queries clean separation of concerns.

Added "good morning dad", "good afternoon honey" etc to greeting patterns Add "morning", "afternoon", "good" to greeting keyword filter

Added pet names to greeting patterns Filter meta language from router memory_query Softer scoring penalty for affect queries Add family terms to greeting keyword filter

Updated bypass_memory system prompt to maintain persona's persona: Smalltalk now uses relationship aware prompts Responses are warm and human, not robotic assistant speak Family members get age appropriate, loving conversation No more "I'm here to help" or "What can I assist you with"

Router was force converting unknown intent to ask_fact for any message with keywords, causing greetings like "hello" to trigger fact only mode.

Test fix iteration

Fixed memory leak in facial recognition

Reverted code split that lost context

Fixed camera sensitivity loop

Optimized high CPU usage

Added dot-matrix facial recognition preview

Added camera manufacturer detection

Facial recognition v2 complete

Better USB camera detection and messaging

Fixed camera model display

Made webcam messages more natural

Added webcam info to status display

Fixed message fade animation

Added fade animation to status messages

Added more facial detection responses and revamped status text

Fixed black frame on camera restart

Fixed small font display

Adjusted version text size

Updated version tracking

Added version tracker and display

Fixed rebuild script

Facial recognition now uses 25 images for accuracy

Removed facial recognition fallback

Added snapshot delay to prevent burst captures

Improved facial recognition and fixed IR failure on restart

Fixed face recognition snapshot sensitivity

Memory system improvements

Solid fact-based memory retrieval

Improved memory handling for "who is" questions

Reverted to stable memory retrieval

Fixed memory retrieval

Fixed text spacing in AI streaming

Added deeper emotional response layer

Implemented dynamic AI model routing based on task classification

Added task classifier to route prompts to specialized models for chat, math, and code

Replaced hardcoded model selection with context-aware dynamic model switching

Fixed memory classification crash caused by undefined model variable

Initial face recognition runtime with 42 stored face encodings loaded

Switched from dual-camera to dynamic resolution switching for face detection

Added recognition-triggered high-resolution snapshot capture with face cropping

Fixed face thumbnail cropping misalignment caused by motion during resolution switch

Identified and resolved frame synchronization delay between detection and snapshot capture

Redesigned face capture to use continuous high-resolution stream with downscaled detection

Early testing of conversational memory for identity and relationship recall

Identified identity hallucination issues with birthday and age questions

Identified need for speaker-aware conversation model and stronger identity grounding

Recovered the AI inference pipeline after a system reboot disrupted services.

Redeployed the vector database for faster, more reliable memory search.

Fixed the AI using third-person references instead of speaking directly to family members.

Hardened the AI conversation system with stricter pronoun and phrasing rules.