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ADRs for AI-Assisted Codebases: Write Down Why, or the Agent Will Undo It

ADRs were written for the future engineer who asks ‘why is it like this?’ That engineer is now an AI agent, it arrives in minutes instead of years, and it doesn’t ask - it refactors.

Context Is an Architectural Surface

Context isn’t what you paste into the prompt. It’s what the model sees, prioritizes, and is constrained by. That’s not prompting — that’s system design.

Stop betting on one-shot — a practical LLM workflow

Stop Betting on One-Shot: A Practical Workflow for Shipping with LLMs

LLMs don’t ship software. They ship text. You ship software by constraining the problem until text reliably becomes change sets you can trust.