Software Engineering

Git metadata now crosses execution boundaries in CI and agentic systems, which turns familiar repository fields into potential code execution inputs.

Anthesis has shifted from one-shot agent ambitions toward governed memory, adapter abstractions, loop orchestration, SSDF enforcement, and Git-native policy verification.

A practical reference for designing authentication systems that can withstand compromise, replay, abuse, and operational failure.

Why I built Quiet Presence, and how I used a small Cloudflare stack plus AI-assisted development to create a provider-controlled booking system with clear client preferences.

Why legacy systems persist, why rewrites fail, and what actually makes modernization possible inside real organizations.

Securing untrusted clients across the lifecycle