#Code Agents

2 articles tagged with Code Agents

SWE-Bench Verified: Architecture Breakdown of Top-Performing AI Software Engineers

A comprehensive systems engineering analysis of autonomous coding agents. We dissect SWE-Bench Verified top architectures (SWE-agent, Agentless, OpenHands), file localization pipelines, hierarchical patch generation, and autonomous test execution.

9/2/202624 min read

Autonomous Self-Healing CI/CD Pipelines: Automated Bug Triage & Hotfix Deployment

An enterprise DevOps and AI architecture guide. We construct an autonomous self-healing software pipeline: parsing continuous integration failure logs, diagnosing stack traces, generating regression unit tests, and issuing verified hotfix pull requests.

9/2/202624 min read