Chirag
Hindocha
Every engineering team has the same AI tools now. The results are not the same, and the difference is not the tools. At Avesta Labs I work on AI co-workers: agents that answer the phone, read the documents and run operations end to end, inside systems the client controls, measured on every call rather than on demo day. The practices are the ones we have run since 2012: test driven development, small batches, continuous delivery. In an agent, the evaluation suite is the specification.

Articles by Chirag Hindocha

Oct 19, 2026
