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Dev · blog.matt-rickard.com · Monday, 6 July 2026

Git‑Driven Agentic MapReduce Scales Parallel Code Analysis

I reverse‑engineered Cognition’s security‑focused Agentic MapReduce and rebuilt it as a generic, git‑driven framework. Agents shard a codebase into branches, work in parallel, and use git merges for reduction, yielding fault‑tolerant, auditable pipelines that cut evaluation cost by ~30% and scale from local to cloud.

Read the source: blog.matt-rickard.com ↗In the 6 July issue →