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Specsmaxxing – On overcoming AI psychosis, and why I write specs in YAML

2026-05-03 | original
read original get YAML Templating Tool → more articles
Why This Matters

This article highlights the evolving challenges and solutions in working with AI models, emphasizing the importance of clear specifications and robust documentation. It underscores the shift towards more reliable AI development practices, such as writing detailed specs in YAML, to mitigate issues like context window limitations and session management. For the tech industry and consumers, these insights promote more dependable AI tools and workflows, ultimately leading to better user experiences and safer AI deployment.

Key Takeaways

On overcoming AI psychosis, and why I write specs in YAML (plus open-sourcing a toolkit for you to try)

Documentation Index Fetch the complete documentation index at: https://acai.sh/llms.txt Use this file to discover all available pages before exploring further.

​ Does this look familiar?

Wow. Claude. Mind-blowing. The whole feature works great. But I forgot to mention one very important edge case.

You’re absolutely right! Let me fix that. You’re absolutely right! Let me fix that.

Ah, and I just noticed. You used offset pagination for the table UI. Obviously cursor pagination is a better fit here?

You’re absolutely right! Let me fix that. You’re absolutely right! Let me fix that.

Also, is that an N+1 query? Fetching for every row in the table? Why not do a single round-trip?

You’re absolutely right! Let me fix that. You’re absolutely right! Let me fix that.

This is why I still have a job, right?

... continue reading

Explore topics: ai psychosis yaml specs claude ai open-source toolkit context window
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