Maria Gorinova: Feedback Loops That Fix Your Codebase
Learn how to build a 'software factory' using agent feedback loops. We cover inner, middle, and outer loops, and why clear intent is crucial for self-healing codebases.
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Software Factories
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Every Repo Is a Software Factory Now | Don Syme, GitHub Don Syme discusses Continuous AI, extending CI/CD into subjective automation using GitHub Agentic Workflows. Key focus areas include bounding context and making the repo the unit of production.Recent signals
Maria Gorinova: Feedback Loops That Fix Your Codebase Learn how to build a 'software factory' using agent feedback loops. We cover inner, middle, and outer loops, and why clear intent is crucial for self-healing codebases. How Software Factories Improve Themselves — Suraj Gupta, Warp Suraj Gupta details three ways software factories self-improve: using outer-loop agents for skill refinement, implementing persistent memory for traceable facts, and optimizing costs via model routing. Learn how to build self-improving agentic workflows. AI Code Review That Understands Your PR's Intent Tessl Code Review addresses the bottleneck of trusting AI-written code by reading PR intent, using customizable 'review lenses' scoped via globs, and allowing teams to own their review standard in a versionable repo file.
How Software Factories Improve Themselves — Suraj Gupta, Warp
Suraj Gupta details three ways software factories self-improve: using outer-loop agents for skill refinement, implementing persistent memory for traceable facts, and optimizing costs via model routing. Learn how to build self-improving agentic workflows.
Read article
AI Code Review That Understands Your PR's Intent
Tessl Code Review addresses the bottleneck of trusting AI-written code by reading PR intent, using customizable 'review lenses' scoped via globs, and allowing teams to own their review standard in a versionable repo file.
Read article
Every Repo Is a Software Factory Now | Don Syme, GitHub
Don Syme discusses Continuous AI, extending CI/CD into subjective automation using GitHub Agentic Workflows. Key focus areas include bounding context and making the repo the unit of production.
Read article