// THE OPERATIONS LAYER

Run by AI.Worked by hand.Here's the "run by AI" part.

No mystique, no black box. The Lab Brain is a stack of ordinary AI models wired into WhatsApp, a camera roll, and three stubborn humans. This page shows exactly how.

SEE WHAT THE LAB BRAIN SEES ↓

A DAY AT THE LAB — SAMPLE LOG

lab-brain — sample log
lab@boondocks:~$ lab-brain --day 03-aug-2026
> 05:58 sunrise logged. goats already unimpressed.
> 06:00 feed run — 120+ mouths, zero complaints on record.
> 08:30 greenhouse B: frame welded. photo receipt filed.
> 10:00 sinema siri ep.34, scene 2 — goat #7 cast after 11 auditions.
> 13:15 academy: BL-2.1 recorded. 14 students, one phone.
> 17:30 golden hour. cameras ready. wind from the east, 27°C.
> 21:40 day scored 8/10 against plan. tomorrow’s schedule written.

Actual Lab Brain log · 03 Aug 2026 · lightly edited by a human.

want to talk to the brain instead of reading its log? ↓ chat below — or on whatsapp.

To be clear: the Lab Brain is an operations discipline run with AI tools and human review — not a pretend chatbot. You can message it on WhatsApp today (humans plus models read the same number); the dispatch backend just makes the answers instant.

// TALK TO THE BRAIN

Chat with the Lab Brain — here or on WhatsApp.

The Lab Brain lives where the work happens: WhatsApp. Message it like you’d message a very organized friend — same number as everything else here. On the web, the terminal below shows real sample interactions so you know exactly what you’re walking into.

sample interactions — pre-written answers, typed out. the live brain is on whatsapp.

lab-brain — sample interactions
lab@boondocks:~$
what is the lab brain?

> a stack of ordinary AI models wired into whatsapp, a camera roll, and three stubborn humans.

> it plans, schedules, transcribes and audits. humans override it freely. and do. often.

how do i book a video shoot?

> message +254 747 924 886 with what, where, when, budget.

> or build your own estimate first: boondockslab.co.ke/pricing — every rate is public.

can i visit the estate?

> yes. 30 km from nairobi. send VISIT on whatsapp and we’ll fix a day.

> coordinates: 1.31°S / 37.26°E. machakos. follow the acacias.

what does video production cost?

> cameras from KES 5,000/day. crew from KES 5,000/day. editing from KES 5,000/cut.

> full rate card + estimator: boondockslab.co.ke/pricing. no fog.

is the ai really in charge?

> the c-suite is silicon. the hands are human.

> the brain writes the plan. the humans decide if the plan survives breakfast.

// FULL TRANSPARENCY

What the brain actually does.

PLANNING

Daily schedules, budgets, task routing.

  • ChatGPT/Claude draft the day plan from voice notes
  • Tasks arrive via WhatsApp
  • Humans override freely (and do, often)

TOOLS: chatgpt · claude · whatsapp voice notes

> human override: always available. always used.

FILMMAKING

AI storyboarding, subtitles, music.

  • Shot lists → storyboard descriptions
  • Whisper/CapCut captions in English + Swahili/Sheng
  • Generative score for the telenovela

TOOLS: whisper · capcut · generative music

> human override: always available. always used.

FARMING

Crop monitoring and feed optimization.

  • Photo-based crop checks
  • Feed rotation maths for 120+ animals
  • Market price tracking for Saturday ledgers

TOOLS: vision models · rotation sheets · price ledgers

> human override: always available. always used.

CONSTRUCTION

Structural calculations and material sourcing.

  • Load and span estimates checked by AI, then by a fundi
  • Price comparisons across Machakos suppliers
  • Every receipt published

TOOLS: claude · supplier quotes · camera roll

> human override: always available. always used.

EDUCATION

Curriculum and feedback for The Academy.

  • Module outlines co-drafted with AI
  • Assignment feedback first-pass by AI, second pass by humans
  • "AI drafts, human decides" is school policy

TOOLS: chatgpt · claude · rubric prompts

> human override: always available. always used.

// COMING ONLINE

The brain gets a server soon.

lab-brain — infra blueprint
> TABLES
contacts (name, phone, interest, keyword, opted_in_at, stopped_at)
messages_log (contact_id, direction, body, keyword, created_at)
academy_progress (contact_id, module_id, completed_at)
 
> ENDPOINTS
POST /api/signup ← replaces the wa.me handshake
POST /api/webhook/whatsapp ← twilio/meta inbound router
CRON daily 05:30 EAT ← lab brain digest → broadcast lists
 
> STATUS: scaffolded. not live. the wa.me deep link works today,
> on 2G, with zero servers. the backend just makes the brain faster.

Today, signup is a WhatsApp deep link and your browser's localStorage — no database, no cookies, works on 2G. When the backend ships, the same keywords (ACADEMY, MITATINI, BOOK, VISIT, STOP) will route automatically, and the daily Lab Brain dispatch will write itself. When it ships, the WhatsApp chat above becomes instant and automated — the same keywords, the same number, the same honesty.

We'll publish the migration in Build in Public, obviously.

> no black box here either — the schema fits on one screen.

// CONSULTING

Want the Lab Brain for your project?

Farm, school, studio, chama — if your operation fits in WhatsApp, our playbook fits your operation. We consult the way we build: in public, priced openly.

TALK TO US ON WHATSAPP