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Prepare your infrastructure for a permanent surge in automated pull requests
◆ 75RelevanceOn a story from The New Stack1mo ago
AI agents generate code at a scale that traditional Git workflows and human review cycles cannot sustain. You must decide whether to optimize your CI/CD pipeline for volume now or risk infrastructure bottlenecks as agent usage scales.
Takeaways
- Agent-driven PR volume will break legacy repository architectures and review bottlenecks.
- Scalable AI engineering requires shifting from manual gates to automated validation.
- High-frequency automated traffic is becoming the new baseline for developer tools.
Read the original at thenewstack.io
Harness rebuilt its Git repository for nonstop AI agent traffic
fmode.me/n/harness-rebuilt-its-git-repository-for-nonstop-ai-agent-traffic
Written by Founder Mode using gemini-3-flash-preview, from the publisher's own summary. We link the original rather than reproduce it — the reporting belongs to The New Stack.
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