Large-Scale Code Migrations With AI Agents
AI agents succeed at code migration when they can see the entire codebase.
Priya Nambiar
Staff Writer
Priya Nambiar
Priya spent eight years as a platform engineer at mid-size SaaS companies before moving into technical journalism, where she covers the intersection of developer tooling and organizational knowledge systems. Her reporting draws heavily on firsthand experience managing migrations across sprawling multi-repository codebases.
5 stories
Why AI Coding Agents Fail Without Full Codebase Context
Agents hallucinate fixes and duplicate code when they can't see the entire system they're changing.
Priya Nambiar
Code Search ROI for Engineering Organizations
AI coding tools speed up developers but bottleneck everywhere downstream from the editor.
Priya Nambiar
Security Gaps in Code Search at Codebase Scale
Searching scattered repositories becomes a security liability when tools can't see them all.
Priya Nambiar
Hardcoded Secret Detection Across Enterprise Repository Portfolios
Hardcoded secrets grow faster than developers can rotate them.
Priya Nambiar