Specsmaxxing – On overcoming AI psychosis, and why I write specs in YAML
3 hours ago
- #Specification Management
- #AI Development
- #Open Source Tools
- The article introduces Acai.sh, an open-source toolkit for managing AI-driven development via structured specifications.
- It emphasizes writing specs in a feature.yaml format, which includes numbered requirements for clear tracking and review.
- Acai.sh aims to improve the development cycle by focusing on acceptance criteria, reducing sloppy code generation, and enhancing review efficiency.
- The author discusses the concept of 'Peak Slop' and advocates for spec-first development to maintain quality and focus.
- Future directions include advancing from spec-driven to test-driven and reactive software factories where LLMs can autonomously respond to issues.
- Comparisons are made to other spec-driven tools like GitHub SpecKit, OpenSpec, Kiro, and Traycer.ai, highlighting Acai.sh's unique focus on acceptance coverage.
- Potential drawbacks of Acai.sh are noted, such as its opinionated nature and the need for stable numbering in specs.