Built Aegis, an autonomous codebase
Sachin Rajan
Built Aegis, an autonomous codebase hygiene and software-engineering agent that connects to GitHub, scans repositories using deterministic analyzers, classifies issues by risk, and uses an LLM-powered remediation workflow to propose and validate fixes.
The system combines deterministic scanning with AI reasoning rather than relying on an LLM alone. It supports diff-aware analysis, asynchronous workers, automated test execution, GitHub integration, and pull-request based remediation.
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Posted Sep 2, 2026
Built Aegis, an autonomous codebase hygiene and software-engineering agent that connects to GitHub, scans repositories using deterministic analyzers, classif...
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