$ ls ~/blog --stories

Engineering, told cinematically.

Distributed systems, observability, and AI engineering — each pattern gets a genre: a silent hero, a noir detective, a night at the theater.

3 stories · updated aug 2026
Distributed Systems · Hero Story

The Outbox Pattern: The Silent Hero of the Distributed Services Ecosystem

It never trends and never wins the design review on charisma — yet it's quietly holding up more production systems than the tech people brag about. How one table and one transaction absorb broker outages, retries, and traffic spikes so your microservices don't have to.

aug 2026.net · azure · k8s~9 min →
Observability · Detective Noir

The Case of the Vanishing Request: Observability & Distributed Tracing

A request entered the system healthy. Forty services later, it was dead — no body, no note, no witness willing to talk. Put on the detective's hat: three witnesses (logs, metrics, traces), one thread (the trace ID), and the waterfall exhibit that cracks the case in a single screen.

aug 2026otel · azure monitor~10 min →
AI Engineering · Comedy in Five Acts

Same Show Every Night: Deterministic Systems from Non-Deterministic AI

You've hired a brilliant improv actor for a role that must be performed identically, eight shows a week. Schemas as the script, validators as the script supervisor, a deterministic orchestration sandwich as the stage manager, and evals as forever dress rehearsals — with a live interactive demo.

aug 2026llm · evals · guardrails~11 min →