I built an open-source multi-agent SDLC harness that beats a cold Claude Code run on large repos, by learning…

By PulseAugur Editorial · [1 sources] · 2026-07-24 12:15

An open-source, MIT-licensed multi-agent system called AutoDev Studio has been developed to streamline the software development lifecycle. This system learns a code repository once to build a knowledge base, significantly reducing the AI

RANK_REASON [lever_c_demoted from research: ic=1 ai=1.0]

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AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

I built an open-source multi-agent SDLC harness that beats a cold Claude Code run on large repos, by learning…

COVERAGE [1]

r/MachineLearning TIER_1 English(EN) · /u/NeighborhoodOwn8510 · 2026-07-24 12:15

I built an open-source multi-agent SDLC harness that beats a cold Claude Code run on large repos, by learning the repo once. Real benchmarks (incl. where it loses) inside. [P]

<div class="md">Hey all — sharing a side project I've been building, AutoDev Studio. It's MIT-licensed and I'd love feedback and contributors. **The idea** Most AI coding agents re-explore a repo from scratch on every task just to figure out…

COVERAGE [1]

I built an open-source multi-agent SDLC harness that beats a cold Claude Code run on large repos, by learning the repo once. Real benchmarks (incl. where it loses) inside. [P]