Apr 17, 2026 — 15 min — Platform & AI
AI Coding Assistants Expose Process Debt
Why teams using Claude, GPT-style coding agents, Cursor, and Copilot often get unstable app work when requirements, versions, conventions, tests, and handoffs are implicit.
Outcome: Defined a docs-first assistant workflow that turns requirements, pinned stack choices, task slices, review loops, tests, and Git checkpoints into a repeatable way to ship with AI without surrendering architecture control.