Proof Unplugged · Straive Convergence

AI works for me.

In two years, I gained 17 kg. And I never noticed.

2023.

State-level powerlifter. 82 kg. Then, an injury.

Then, Hyderabad.

August 2024. No gym. World-class biryani. 24 months later: 99 kg.

One story, two speeds · heart rate and weight, same timeline
Fitbit × Swiggy × scale
overnight heart rate biryani order (Swiggy) body weight (trend) AI projection

My heart knew months before the scale did.

I did not ask for
a workout plan.

I built a feedback loop.

Plan Measure Adjust every week

Last week's failures become next week's inputs.

How, exactly

Build Guard Verify Measure Learn
The day after a biryani · calories I ate, by hour, vs a normal day
pattern AI found
a normal day the day after biryani +400 kcal, almost all after 10 pm

One biryani cost me twice. The second hit was invisible.

Assets in

AI works for me.

I did not start from zero. I reused what AI already helped me build.

Domain contextwho I am, how I work Connectors & toolspulls in Fitbit & Swiggy Reusable skillsroutines I'd already built Secure data patternsprivate by default Guardrailslimits AI won't cross

Assets out

And I work for AI.

The project gave assets back to the platform.

An eval harnessAI checks its own work Self-learning routinessmarter after every failure Telemetrysee what's really happening Reusable patternsdrop into the next project

These aren't slides.
They're files.

CLAUDE.mddomain context
new-demo/SKILL.mda reusable skill
evals.spec.tsAI checks its own work
supabase.tssecure connector

90% AI.
10% me.

The 10% was progressive overload. It is why I kept the muscle.

AI works for me.

And I work for AI.