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

acai.sh

May 3, 2026

9 min read

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54/100

Summary

The complete documentation index for acai.sh is available at https://acai.sh/llms.txt. Users can utilize this file to discover all available pages for further exploration.

Key Takeaways

Acai.sh is an open-source toolkit designed to address challenges in software specification and development processes.
The toolkit includes a flexible template for feature specifications called feature.yaml and a tiny CLI to enhance CI and agent capabilities.
The author emphasizes the importance of writing detailed and structured documentation to improve software engineering outcomes.
The development process involves creating ambitious specifications that focus on concrete and testable requirements rather than minor details.

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Community Sentiment

Mixed

Positives

The emphasis on writing specifications in YAML highlights the need for clear documentation, which can enhance collaboration and reduce misunderstandings in AI-driven projects.
The discussion around agent-generated code lacking institutional memory underscores the importance of maintaining human oversight and intent in AI development.
The idea of using specifications as a source of truth reflects a growing recognition of the complexities in AI systems, where clarity and intent are crucial for effective implementation.

Concerns

There is skepticism about the effectiveness of YAML as a specification language, with some arguing that code itself should serve as the definitive specification to ensure clarity and maintainability.
Concerns are raised that overly complex specifications can slow down development, suggesting a potential inefficiency in relying heavily on documentation in AI workflows.
The mention of 'AI psychosis' indicates a troubling trend where developers may become overwhelmed by the rapid evolution of AI tools, leading to confusion and ineffective practices.