Essays on building with AI, finance software and how engineering teams change. First published on LinkedIn.
28 September 2026 · 3 min read
The workflow I have settled on: specs written with an assistant and reviewed by a second one, coding agents building small slices with tests, separate agents for code and security review, and a human deciding what ships.
Solving the provenance challenge in finance AI agents
27 August 2026 · 4 min read
Coding agents work because software has verification oracles. Finance has them too, only fragmented. Make the tool, not the model, the unit of trust.
The inference opportunity for India
23 June 2026 · 3 min read
India's developers and creators already pay for AI every month, mostly to foreign platforms. The practical first business is a sovereign inference cloud, not a frontier model.
Code is cheap now. Your team structure probably isn't ready.
29 May 2026 · 5 min read
Teams were organised around slow coding. With agents writing the code, the constraint moves to understanding the system and deciding what is worth building.
14 February 2026 · 3 min read
Enterprises will not build their own CRM or ERP with AI. What changes is who else can build: vertical SaaS from very small teams, and more software needing a home.