Ideas worth engineering.
Field notes from the work we do, building AI-first platforms for enterprises, governments and institutions.
Agentic Systems That Survive Production
The demo is the easy part. What separates an agent that impresses in a boardroom from one that holds up under real traffic is everything the demo hides — retries, guardrails, evals and human fallback.
Building Digital Public Infrastructure That Actually Scales
Citizen-facing platforms fail in ways enterprise software never does — at 3am on the deadline day, for the user with the oldest phone and the weakest signal. Designing for that reality is the whole job.
Latest writing
Modernizing Legacy Without the Big-Bang Rewrite
The full rewrite is the most seductive and most dangerous idea in enterprise modernization. There is a safer path that ships value the whole way through — and it starts by refusing to turn the old system off.
The DPDP Act as an Engineering Spec, Not a Legal Burden
Most teams read India's data protection law as a compliance tax to minimise. Read it instead as a specification for trustworthy engineering, and it stops being a cost centre and starts being a design advantage.
How a Lean, Senior Team Ships Real Products Fast
Speed does not come from more people or longer hours. It comes from a small group of senior engineers making a handful of high-leverage decisions correctly — about scope, stack and what to deliberately not build.