Guardrails

comparing graph, harness and loop engineering
Graph, Harnesses and Loop Engineering Explained
When a coding agent fails, the usual instinct is to swap the model. The evidence points somewhere else. On SWE-bench Pro, Claude Opus 4.5 scored 45.9%...
AI code review governance workflow with Codacy
AI Code Review Governance Across Repositories: Why PR-Level Review Isn't Enough in 2026
Most engineering leaders running AI code reviews can point to a clean PR history and still not answer the one question that actually matters: is the...
How VS Code Quietly Became the Operating System for AI Development: Inside Microsoft's 10-Year Startup Story
VS Code grows by 1 million users every two weeks during peak season.
Codacy Guardrails is now available for Jetbrains IDEs
If you use a JetBrains IDE like IntelliJ IDEA, you can now leverage Codacy Guardrails' real-time feedback and AI-aware safeguards.
Enhanced SCA Granularity: Full Visibility into All Dependency Vulnerabilities
We're expanding our issue relevancy initiative to give you complete transparency and control over your security findings.
Codacy Just Teased its New GPL License Scanner for AI Code
Key Outcomes:
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