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My First AI Project: An "Evidence-Based" System Architect. Looking for Feedback

Genesis Architect is a novel AI-powered software architecture tool that, unlike traditional scaffolding tools, researches real GitHub repositories and their Issues to extract common pitfalls, then generates a project scaffold that avoids them. It integrates security measures like secret scanning, SAST, and quality gates, and acts as a development companion.

SourceHacker News AIAuthor: maioio
My First AI Project: An "Evidence-Based" System Architect. Looking for Feedback
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Key points and analysis

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Key points

  • Genesis Architect scans 15-20 real repos, deeply analyzes top 5-8, and mines their Issues for pitfalls before writing a line of code.
  • It provides a structured scaffold including RESEARCH.md, PITFALLS.md, ROADMAP.md, functional boilerplate, tests, CI/CD, and production defaults.
  • Supports TypeScript, JavaScript, Python, Go, Rust and archetypes: CLI, Library/SDK, Web Service, Frontend.
  • Includes security gates, quality score, and a companion mode for ongoing development help.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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