16:34
2026-10-05
dev.to
ai-agents
Building an Edge-Agentic Commit Analyzer: Crushing Gritty Errors in Local Environments
A developer built an edge-agentic commit analyzer that runs a lightweight local model (around 3B parameters such as Llama-3-3B or Phi-3) to inspect staged Git diffs for semantic change intent, dangero…