03 / Projects
Projects
- 2026
Autonomous AI Agent Pipeline
A Claude Code system that turns Linear tickets into reviewed pull requests: a supervisor and five specialized agents (discovery, planning, implementation, adversarial review, documentation) running any number of tickets in parallel, each in its own git worktree and database.
- Works test-first: it writes failing integration tests that define the goal, and a ticket is done only when they pass alongside the existing suite and survive adversarial review.
- Posts to the ticket when it needs a human call or has a pull request ready, and leaves notes on the codebase so later tickets start with more context.
- Built to be interrupted and resume where it left off, with a staged state machine, one migration at a time, signed commits, and decision briefs, documented in 14 ADRs. A person still makes the merge call.
- Running five tickets at a time, it processes a mean of 100 tickets per 24 hours, and its pull requests pass review in a weighted mean of 1.3 attempts: 79% on the first, 12% on the second, and 9% on the third.
- 2026
AI Ticket Triage and Routing System
An LLM triage system that asks ten typed questions per ticket, grounds the answers in git evidence, and applies code-defined thresholds to choose work for the agent pipeline; 33 of 43 picks shipped, and 82% passed first-attempt review versus 67% overall.
- A companion labeler scores workability, ambiguity, effort, blast radius, and locatability and routes each ticket to the right human step.
- A hindsight-free backtest against 130 shipped tickets found 25% carried the wrong type label.
- 2026
Claude Code Operations Skills Library
Approval-gated skills that make high-risk operations repeatable: blue/green promotion pre-flight, merge trains with migration renumbering, and Twilio number provisioning.
- Checkpoint-based content syncs between dev and production databases and CMS that never overwrite production edits; reconciled 146 notification templates and avoided 23 broken images a naive copy would have caused.
- 2026
Blue/Green Release System
Replaced agency-era deploys with protected blue/green slots, CI-gated promotions, read-only production pre-flight checks, and migration dry-runs; shipped one release of 116 new tickets and 7 database migrations through the standby slot.
- 2026
Developer Onboarding Documentation
The engineering onboarding repository: an infrastructure overview with an architecture diagram, 65 files of initial developer documentation, an accounts checklist, and a 686-line staging QA checklist with a pass/fail matrix.
- 2026
Physarum Background
The GPU slime mold simulation running behind this site. Hundreds of thousands of agents follow and lay down pheromone trails, and they react to your cursor.