EXPERIMENTS, OBSERVATIONS & OPEN QUESTIONS
Notes from
the workbench.
What we’re trying. What surprised us. What we’re still figuring out. A record of the work as it develops.
LAB NOTES / VOL. 01
How we’re building an autonomous AI engineering team
An early account of the roles, checks, and handoffs behind the experiment. Including the parts that broke.
Sandeep Barhanpure
When instructions stopped being enough
Repeated failures taught us where a written rule needed an automated check behind it.
Sandeep Barhanpure
Keeping an AI team running between sessions
A session can end. Its responsibilities need somewhere durable to live.
Sandeep Barhanpure
These first notes draw on our August 2026 engineering experiment. Each article explains the observation window and what the evidence can support.