Writing

Why I retired Orca, kept Antigravity for exactly one job, and picked Pi as the headless runner underneath an oracle-gated build pipeline — plus the subscription-metering trap that made 'conserve API credits' the wrong question.

An autonomous coding agent solved a HIPAA-shaped PHI anonymizer correctly on its first live attempt — and a deterministic harness failed it five times anyway, because the wrong file was under scrutiny.

A practitioner's field guide to Orca, an open-source multi-agent development environment — what the fan-out pattern actually buys you, and where git worktree isolation quietly breaks down.

A practical breakdown of CISA advisory AA26-222A on the Gunra ransomware-as-a-service operation — attack vectors, and prioritized mitigations for edge devices, identity, and lateral movement.

A six-step pipeline for turning an Event Modeling board into GitHub Spec-Kit specs, keeping the architectural constitution separate from fast-changing feature slices.

Docker-era chaos got tamed into boring infrastructure — but the same reckless-speed pressure just moved up the stack onto generative AI and modern software supply chains.