Articles

Each article is a self-contained publication unit with a canonical README.md, metadata, and any article-owned figures or publication PDF.

1. Prompt Is Not a Workflow Engine
2. Producing Work Is Not Completing Workflow
3. AI Can Produce Work, But What Counts as Evidence?
4. The Most Overlooked Problem in AI-Assisted Engineering
5. Completion Needs Evidence, Not Confidence
6. A Healthy Workflow Sometimes Says No
7. AI-Assisted Engineering Needs More Than Long Context

Research / Field Notes

Observations on emerging AI engineering practices, architectures, research, and reliability problems.

• AI Is Getting Better at Working. The Engineering Problem Is Changing Too.