IDEAS, DECISIONS & LESSONS

Journal

Notes on AI, architecture and building useful products.

2 articles

05 May 2026 · 6 min read

agentic engineering

Built with Agentic Engineering -- The New Way Software Gets Made

Forget vibe coding. This is a real workflow: plan with agents, verify with QA, review as human, ship to production. Here is what it actually looks like in practice.

04 May 2026 · 12 min read

agentic coding

The 5 Levels of Agentic Coding -- A Tech Lead's Field Guide to AI Engineering Maturity

From vibe coding to software craftsmanship. 84% of developers use AI tools, but only 29% trust the output. Here is the maturity model that separates the amateurs from the engineers.