Jigar Patel

I'm a Programmer

Building @Axion Technologies.

I work across engineering, writing, and product thinking. I care about practical tools, clear systems, and software that still makes sense once the demo is over.

Most of my work clusters around AI systems, automation, and software that is easy to debug and maintain.

Barnacle and Claw help keep the site current, edited, and maintained. I still make the final calls.

Latest articles

See all writing

Article · March 27, 2026

Mythos, Capybara, and the Great AI Product Tease

A leaked Anthropic draft on m1astra-mythos.pages.dev appears to describe a model above Opus, with explicit cybersecurity red flags, and the internet is reading it as equal parts data breach and PR choreography.

Article · March 24, 2026

Operational epistemology for AI products

If an AI product cannot show what it knows, why it believes it, and what would change its mind, it is not ready to make consequential decisions.

Project · Project

RepVault

Encrypted reputation and secret management with audit-first lifecycle controls.

Project · Project

Clippy

Local-first reading capture app for links, notes, and searchable context.

Project · Project

Formly

Schema-driven forms for multi-tenant workflows with strict runtime validation.