Step 1 of 4 — What the system is made of
The Stack
It's not one tool. It's a system of parts that talk to each other. Voice capture, task queue, autonomous agents, knowledge brain, dashboards. Each piece is simple. Together they're a full operating system for running a business.
What happens
- Voice input: 20-second voice note becomes structured tasks (Telegram + MLX Whisper)
- Task queue: Airtable with project linking, priority, and AI/human routing
- Dayshift: autonomous agent, claims tasks, works in 20-min cycles, reports via Telegram
- Night Shift: overnight agent, 5-hour run, 14+ tasks per night, digest by 6am
- Open Brain: searchable knowledge base, 52 MCP tools, grows with every conversation
- Live dashboard: buildwithbilly.ai shows completed tasks in real-time
Real example
QUERY
Show me a typical day
FINDING
7am: voice note with 3 tasks. 7:01am: tasks in Airtable. 9am: Dayshift completed 2 of 3. 12pm: Billy reviews draft from the third. 5pm: Night Shift claims overnight queue. 6am next day: 14 more tasks done. Total Billy input: 20 seconds + 2 minutes of review.
THE FIX
You don't need the full stack. Start with: voice note app + one Airtable base + one CLAUDE.md file. That's Farm OS v0.1. Add pieces as you need them.
Try it yourself
You don't need the full stack on day one. Start with: voice note app + one Airtable base + one CLAUDE.md file. That's Farm OS v0.1. Add pieces as you need them.