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Things keep changing every 2 months when it comes to agentic coding, that scrap blog posts. Forum questions compel me to write something down in the open. Here are four points I can stand by today below: news.ycombinator.com/item?id=501...

1. Interrogation/interview-based design and specification 2. Make the decisions that matter and leave the rest to the agent. 3. Use agent to generate explainers, quizzes, and simulations. 4. Use verifiers and guardrails in the coding loop.

Interview-based design and spec: When I tell the agent what I want to build or extend, there's naturally ambiguity. But the agent knows what is ambiguous to it, so it can ask me. Closing that specification gap is how you get better results from your agents.

Generating explainers, quizzes, and simulations: Asking for explainers helps quite a bit, though I have a custom skill for it. Agents aren't great at it out of the box. I also have it quiz me to help retain the concepts I learned from explainers.

I also do a form of tactical simulation game via @ejames_c where agents and I will discuss an explainer and discuss the pros and cons of options generated by subagents for the design decision under question.

Verifiers and Guardrails: Guardrails don't change with the feature, like typecheckers, linters, and pre-commit hooks. Verifiers are different for different features, such as unit/integration tests, formal method proofs, design verifiers.