a personal context engine

bavi

Always on. Captures what I see, hear, and say across every device. Recalls any moment on demand. Acts on what it learns.

capturing live

493K

ocr frames

360K

audio chunks

412K

embeddings

212

days running

recently from bavi

120 days · scroll for more

What Bavi noticed I worked on, summarized nightly and reviewed before publishing. The agent writes the bullets; I just approve them.

yesterday

worked on seo strategies for bavlio
updated voiceink to support new devices
refined browser agent tasks in t3 code

oct 13

worked on content pipeline for bavlio
reviewed seo strategies for projects
collaborated on baviMail integration updates

oct 11

worked on google verification
developed bavlio backend
reviewed slack api docs

oct 10

merged dashboard updates for live deploy
debugged finance agent functionality
reviewed outreach strategy for Bavlio

oct 9

updated bavi with new features
improved bavitutor learning engine
reviewed project documentation for clarity

oct 8

completed onboarding for venturefactory with bavlio
updated bavlio roadmap for upcoming features
debugged issues in bavi integration

oct 7

worked on hardware integration
refined messaging for testing
updated codebase with features

oct 6

worked on api key creation
tested sergeant lookup feature
met with team for updates

oct 4

updated landing page video
finalized client agreement with GiveLaunch
resolved permission issues in code

oct 1

worked on bavlio onboarding process
refined bavimail user feedback
held multiple strategy meetings

sep 30

reviewed bavlio reverse lookup
updated incorporation log
worked on sapienex features

sep 29

merged lead finder fix for booking page
updated prospect list for Bavlio
ensured API health after deployment

sep 28

mapped bavlio growth opportunities
prepared group benefits meetings
set up davinci resolve MCP

sep 26

mapped bavlio growth opportunities
set up davinci resolve mcp
checked deployment issues in code

sep 25

rewrote spec for bavlio python agent
mapped growth opportunities for bavlio
set up da vinci resolve mcp

sep 24

bavlio onboarding meeting with external participants
mapped growth opportunities for bavlio
read agent instructions for orchestrate skill

sep 23

mapped bavlio growth opportunities
configured billing setup for iterm2
set up davinci resolve mcp

sep 21

mapped bavlio growth opportunities
set up davinci resolve mcp

sep 20

deleted mock-journey-repair branch
mapped bavlio growth opportunities
set up davinci resolve mcp

sep 19

mapped bavlio growth opportunities
worked on draft PRs for urgent fixes
set up da vinci resolve project

sep 18

mapped bavlio growth opportunities
set up davinci resolve mcp
executed unit tests for iterm2

sep 17

mapped bavlio growth opportunities
set up davinci resolve mcp
attended daily and bi-weekly meetings

sep 16

worked on bavlio frontend updates
prepared snapshot redaction wrapper
mapped bavlio growth opportunities

sep 15

mapped bavlio growth opportunities
set up davinci resolve mcp
worked on internal campaign strategies

sep 14

mapped bavlio growth opportunities
worked on bavi frontend improvements
refined voiceink session metrics

sep 13

rebuilt bavlio frontend 2 in new repository
confirmed api support for testing
debugged orchestration skill issues

sep 12

mapped bavlio growth opportunities
worked on da vinci resolve clip
daily meeting with team

sep 11

optimized bavi performance
refined email filtering in baviMail
worked on sapienex enhancements

sep 9

optimized email extraction for crustdata
scheduled software update for coreautha
mapped growth opportunities for bavlio

sep 8

optimized bavlio memory usage
mapped growth opportunities for bavlio
refined outreach campaign strategies

sep 5

debugged bavlio connectivity issues
worked on baviMail performance improvements
optimized sapienex user experience

sep 4

worked on brief v7 release
met with external participants
focused on email finding strategy

sep 2

worked on bavlio feature enhancements
refined user experience for bavi
discussed integration strategies with partners

sep 1

worked on bavlio mail accessibility
iterated on landing page design
audited contractor deliverables for compliance

aug 31

worked on bavlio feature enhancements
optimized bavi performance metrics
refined sapienex integration process

aug 30

worked on bavlio's directory and app-store listings
finalized openai plugin draft and testing tabs
mapped form fields for submission accuracy

aug 29

worked on baviMail interface improvements
discussed new features for SapienEx
refined user onboarding process for Bavlio

aug 28

discussed agentic interfaces for future product development
explored market insights for potential sponsorships
reviewed pricing strategies against competitors

aug 26

rest day

aug 24

focused on email lead quality improvements
optimized mobile landing page performance
discussed scaling and pricing strategies

aug 1

rest day

jul 31

rest day

jul 27

rest day

jul 24

worked on sapienex features
optimized bavi performance
explored new integrations for bavi

jul 23

worked on pitchbook filters
updated follow-up drafts
refined bavlio pitch deck

jul 22

worked on bavlio pitch deck
refined conversation embedding
team meetings

jul 21

worked on bavlio copy
planned schema queries
prepared investor updates

jul 20

optimized bavi's audio processing pipeline
improved user interface for bavlio
conducted team meeting on project updates

jul 19

worked on schema and row count queries
updated coordination documentation for agents
optimized Bavlio memory usage

jul 18

debugged frontend import errors
planned demo week priorities
worked on voice agent feedback

jul 17

retargeted bavi navigation tool for new frontend
hardened detail-page navigation functionality
tested bavlio for linkedin/email outreach

jul 15

worked on bavi tool inventory updates
refined lead finding algorithms
discussed performance improvements for database endpoints

jul 14

completed accelerator research
planned outreach for B2B AI SaaS founders
prepared for YC application presentation

jul 12

optimized schema and row count queries
worked on lead search cache improvements
reviewed unit tests for prospect identity backfill

jul 11

planned schema and row count queries
worked on bavi integration tests
reviewed dev and staging promotion candidates

jul 10

worked on bavlio email self-heal
fixed campaign invite volume
edited code files for improvements

jul 9

fixed demo routing issue
ran tests for bavi
updated pr comments with validation evidence

jul 7

merged pr #679 into main
created onboarding video for bavlio ai agent
updated readme with new agent instructions

jul 6

completed onboarding video for bavlio ai agent
finalized branch updates and pushed changes
worked on chat box enhancements for bavi

jul 5

worked on onboarding video for bavlio.com
debugged profile creation errors in bavi
finalized dispatcher fix validation

jul 4

deployed backend updates, verified container health
redesigned onboarding, dashboard UI for better visuals
enhanced VoiceInk transcription accuracy with custom vocabulary

jul 3

debugged profile creation errors in bavi
verified backend deploy and health status
addressed voiceink test email issue

jul 2

overhauled bavlio's linkedin/x drafting lane
debugged csv lead upload error
scoped prs for agent integration, frontend ux

jul 1

debugged csv lead upload error
scraped linkedin profiles for bavi
prepared onboarding demo for bavlio

jun 30

promoted backend changes to prod
finalized investor demo materials for Bavlio
debugged CSV lead upload URL issue

jun 29

worked on bavlio workspace drive backup
optimized large file uploads
scanned documents for disk usage

jun 28

merged pr6 into dev branch
debugged csv lead upload url detection error
connected aws cli to executor for hermes setup

jun 27

merged PR6 into dev
updated onboarding Loom script for Bavlio
debugged CSV lead upload URL error

jun 26

worked on onboarding background enrichment for linkedin
improved error handling in bavi
updated speed program documentation

jun 25

improved bavlio dashboard generation path
validated content draft scheduling flow
conducted qa testing on onboarding features

jun 23

analyzed sales calls for insights
developed strategy for dogfooding products
reviewed pricing strategy for bavlio

jun 22

onboarded new uiux developer for product testing
conducted ux review for first-time user experience
deployed updates to backend development environment

jun 21

reviewed bavlio strategy and perks structure
restored multi-option chips functionality
worked on outreach table requirements

jun 20

merged multi-option chips in bavlio
set up ci for dev.bavlio.com
worked on personalization playground page

jun 19

set up three-environment structure for bavlio
reviewed bavlio pricing strategy
integrated kickbacks ai into terminal workflow

jun 18

designed three-environment setup with database and stripe routing
reviewed bavlio pricing strategy and perks structure
developed strategy for dogfooding bavlio, bavimail, and sapienex

jun 17

worked on sapienex integration workflow
continued development on claude code
set up voiceink skill for local dictation

jun 16

worked on sapienex integration workflow
discussed outreach strategies with partners
refined context engine features

jun 15

audited bavlio signup flows and api usage
reviewed investor updates automation status
cleanup of old data completed

jun 14

audited bavlio signup flows and api usage
fixed email finder data sets
set up linkedin api for posting

jun 13

audit bavlio signup flows and api usage
fix email finder data sets
review bavlio pricing strategy

jun 12

fix email finder data sets
audit bavlio signup flows
review bavlio pricing strategy

jun 11

fixed email finder data sets
audited bavlio signup flows
updated lettstalk pitch deck

jun 10

re-scoped api-products plan for seo and dx
executed epics a+b via workflows
enhanced bavlio linkedin search and api access

jun 8

worked on bavlio demo video script
enhanced bavlio linkedin search and api access
completed codex review for b2a/b2b/b3

jun 7

enhanced bavlio linkedin search and api access
fixed email finder data sets
created voiceover script for bavlio demo video

jun 6

enhanced bavlio linkedin search for demo readiness
worked on api access improvements for client demos

jun 5

worked on quickdesk integration for remote sessions
validated code changes and documented findings
created voiceover script for bavlio demo video

jun 4

resume remote computer access skill development
apply database migration and process refund
test workflow integration on bavlio.com

jun 3

continued work on bavi compound-engineering workflow
validated and appended compound artifacts
resolved pending changes in codebase

jun 2

updated config for variant pools
resolved smoke-test import issue
reviewed daily tasks in telegram

may 31

drafted demo script for sapienex agentic os
built reusable video teardown for instagram content
reviewed daily tasks and key performance indicators

may 30

deployed inbox-noise classifier to production
verified sentiment accuracy post-deploy
prepared for upcoming team meeting

may 29

updated logo across website
triaged alarm emails, investigated SES notifications
improved multi-channel reply classification

may 28

updated logo across website
prepared bavlio demo for presentation
added skipLfs option to git commands

may 26

worked on bavlio deck for presentation
discussed paid ads strategy
prepared meeting points for culture discussion

may 25

debugged startup hook error in bavi
set up whatsapp mcp server
triaged alarm emails for ses notifications

may 24

tested workflow for improved efficiency
developed updates for higher accuracy
worked on bavlio design system

may 22

built bavi project page for yc startup school
helped business owner with their ai workflows
met with founder to list bavlio and bavimail on marketplace

may 21

worked on staging deployment for bavlio
conducted integration testing for front and back end
iterated on prompt design for improved performance

may 20

worked on optimizing bavimail integration
discussed improvements for bavlio features
refined job processing heuristics

may 17

addressed environment variable issues during merge
discussed codec functionality improvements
explored mentoring opportunities in tech

may 16

final preparations for bavlio launch on may 19
refined email testing process for baviMail
updated project metrics for better tracking

may 15

launched bavimail on product hunt
engaged with community feedback
monitored performance metrics

may 14

worked on bavimail email API enhancements
fixed glitchtip alert forwarding issues
planned content for second brain project

may 13

finalize bavimail launch preparations
review seo copy for bavimail
plan content for upcoming projects

may 11

updated bavlio api docs for agent-first architecture
created investor pitch deck for bavlio and bavimail
pushed pr 71 to bavimail and confirmed

may 10

rest day

may 9

update bavlio api docs for agent-first architecture
debug null reference error in api-kevs.tsx
compress pdf files for oci application

may 7

updated bavlio api docs
worked on capcut media features
tested google chrome functionalities

may 6

debugged personalization playground issues
reviewed pr for iTerm2 enhancements
worked on CapCut video edits

may 5

worked on capcut video editing features
optimized bavi for better performance
merged pr for find leads page alignment

may 4

optimized bavlio mvp campaign worker
improved log hygiene and structlog
worked on capcut video features

may 1

worked on BaviMail feature improvements
refined openClaw automation capabilities
iterated on SapienEx user experience

apr 30

refined api key management process
optimized email finder functionality
enhanced front-end testing capabilities

apr 29

worked on oauth flow improvements
connected gmail and google drive
discussed video content structure

apr 28

debugged capture pipeline outage
updated campaign-playground remediation
worked on BaviMail indexing issues

apr 27

worked on BaviMail integration improvements
discussed features for SapienEx updates
refined user prompts for openClaw

apr 25

rest day

apr 24

worked on bavi email warm-up features
explored list management integration
reviewed openai's latest model updates

what it sees

Screen

3 monitors · 1.2 fps

Every window, every app, every URL. OCR via Screenpipe; metadata via macOS Accessibility.

Audio

system + mic · diarized

Meetings, calls, music. Whisper transcribes; pyannote separates speakers.

Pendant

Omi · BLE always-on

Conversations away from the desk. Streams to phone, syncs to the same DB.

architecture

Capture happens locally. Text, transcripts, and metadata stream to Azure. Raw images and audio purge after sync so the laptop stays clean.

screen capture

audio capture

pendant capture

sync + storage

ask bavi

Every question gets answered by a Claude Code skill that pulls from the embeddings, the transcripts, and the OCR text in one query.

claude code · /bavi

searching ocr_frames · audio_chunks · summaries

cosine match: 14 chunks · 3 days · 2 speakers

ranking by recency + semantic relevance

it also acts

Recall is half the value. Bavi runs a small fleet of agents on its own context, on its own schedule. They write to Telegram, Gmail, Google Calendar, and the laptop directly.

Morning briefing

06:00 ET · Telegram

Bavi reads overnight conversations, calendar for the day, and any unanswered messages, then sends a one-screen brief.

Inbox triage

02:00 ET · Gmail

Classifies overnight email with a GPT-5-mini agent, drafts replies for the easy ones, surfaces what needs a human.

Calendar logging

nightly · Google Calendar

Extracts every commitment I made out loud during the day and back-fills events so my calendar matches what actually happened.

Proactive nudges

sentinel loop

Watches for patterns: 'you mentioned following up with X three days ago.' 'You said you would ship Y by today.' Pings Telegram.

Voice chat

instant · WebRTC

Pipecat realtime voice agent. I talk to Bavi out loud on a walk, it answers with the same context the Claude Code skill uses.

Self healing

always

If Screenpipe stalls, mic dies, or the pendant disconnects, the supervisor agent diagnoses and restarts without me noticing.

capture layers

Coverage grows over time. Every new layer feeds the same database, so the agent gets richer without re-architecting.

Desktop

live

MacBook Pro · 3 monitors · system + mic audio

Screenpipe captures OCR text at 1.2fps across all displays. Mic and system audio transcribed via Whisper. Synced every 10m.

Wearable

live

Omi pendant · BLE → phone → cloud

Always-on mic streams audio from anywhere. Multi-speaker diarization separates Adam from others.

Mobile

iOS screen + ambient audio

Phone screen capture and ambient mic for context away from the desk. Custom iOS app in design.

Integrations

future

Calendar · Email · Slack · iMessage · Git

Direct API ingestion so structured data does not have to round-trip through screen OCR.

stack

Capture

Screenpipe
Omi
macOS HealthKit

Transport

launchd
Python sync daemon
Cloudflared tunnel

Storage

Azure Postgres
pgvector
Azure Blob

Intelligence

Voyage-3-large
Whisper
pyannote diarization

Query

Azure Container Apps
Claude Code skill
Telegram bot