What a Human Gate Looks Like
A concrete walkthrough: approve the plan, build, review the evidence, release.
Oystro
Oystro keeps your AI coding on track.
Oystro is an Agentic Development Lifecycle (ADLC) protocol for your AI coding agent. It provides the guardrails for one simple process: agree what to build, plan it, build it, and check the proof before it ships.
Oystro OSS is free and open source today. Oystro Standard, the enhanced version, is on its way.
Latest articles
The Five Levels of AI-Assisted Development
Most teams think they're further along than they are.
Why Vibe Coding Breaks at Scale: The Case for Harness Engineering
In early 2024, the software engineering industry embraced a seductive new rhythm: "vibe coding." You open a chat window, describe an intent in plain English, watch an LLM generate 400 lines of code ac
Why the Harness Matters More Than the Model
The model gets you speed. The harness gets you trust.
Harness Engineering vs Vibe Coding
The difference isn't speed. It's who's in the driving seat.
Every agent session starts from zero
Why long projects lose the thread, and why the fix is a process, not a better model.