UNJANK AI

Selected work · Donald “Chip” Wilson

Real systems. Real problems. Easy to inspect.

I build practical systems that make messy operational work easier to run and verify: browser extensions, macOS utilities, traffic attribution, API integrations, and human-in-the-loop automation.

Supporting work

More breadth without four more case studies.

Customer Intake / Human Review

Low-friction intake with human diagnosis and review.

Astro · Cloudflare Pages · Resend

Codex Launcher

Controlled AI task execution with explicit context, permissions, and verification.

Swift · CLI · AI execution controls

ChatGPT Project & Conversation Tooling

Exact-ID operations with ambiguity rejection and readback.

CLI · APIs · authenticated application integration

Evidence-Gated Process Analysis

Finding real operational friction before treating it as an automation target.

n8n · research · structured evidence · deterministic safeguards

Technical breadth

The tools change. The work stays concrete.

n8nREST APIs & webhooksChrome extensionsSwift / AppKitAppleScriptCloudflare Workers / PagesD1 / R2Google Ads API / GAQLGitHubResendTesting & verificationFailure handling
AI-assisted implementation.AI is used heavily for implementation; Chip owns requirements, architecture, testing, verification, acceptance, and handoff.

Need another set of hands?

Bring the problem, the system, or the ugly middle.

I can take bounded implementation, repair, integration, testing, or handoff work.

Show me the work