A critique of hyper-specification dogmatism in Spec-Driven Development: why reviving Big Design Up Front with LLMs reproduces the C3 project's mistakes, and why Context Engineering and TDD are the way forward.
A concrete guide on how to build, instrument and measure a software development workflow with AI agents. Includes MCP architecture, tracing tags, conversion funnel and real results from a pilot team.
The definitive guide to isolating N GitHub accounts on a single machine: SSH, Git with commit signing (SSH + GPG), per-folder gh CLI, and supply-chain hardening. Cross-platform macOS and Linux.
Exploring the transformation of technical documentation in the AI era: from passive manuals to dynamic, structured context for autonomous agents.
An engineering proposal where software ceases to be a static artifact and becomes an organic system that evolves through autonomous agents.
A model of AI-augmented micro-squads that eliminates bureaucratic ceremonies and aligns business strategy with technical execution at high velocity.
A practical guide to implementing end-to-end AI agents in the software lifecycle, with 2–3x acceleration potential for teams adopting the full flow.
From click interfaces to intent interfaces: how agent orchestration and Function Calling redefine frontend, eliminating static views and reducing development cost to a fraction.