Architecture writing
Notes on systems work, architecture decisions, and the tradeoffs behind the code.
Adapting Cloudflare’s $1 Review Factory for RevOps
Cloudflare’s code-review factory, adapted to revenue data: coordinator, specialist fusion, risk-scaled compute, and the resilience work needed to make it usable as a demo.
Throughline · Connector designCutting Integration Code by 40× — and Knowing When to Stop
A four-method connector contract that cut a new integration from about 2,000 lines to about 50 at the entry point, plus the restraint it took to keep the interface small.
Meter · Billing automationWhen the API Returns 500, Did the Charge Post or Not?
Preview-before-sync, ghost-addition detection, and DB-level locking in a production MSP billing platform.
Agent systems · Review architectureYour Own Work Is Invisible to You
A multi-agent review panel with fresh-context personas, an anchored 0–10 rubric, and a recurrence check that turns the last run into the test suite for the fixes.
CoHost · Eval architectureThe Gate Has to Stand Without the LLM
A quality gate for AI-assisted publishing where deterministic metrics block, LLM evals advise, and a human owns the irreversible call.