What serious coding agents do on a production codebase

AI that can operate directly on a production codebase.

Serious coding agents don’t autocomplete. They build a symbol graph, resolve cross-file references, track call chains, and plan edits before touching a file.

• AST-level transformations instead of regex edits
• Dependency-aware refactors across modules
• Deterministic patch generation with scoped diffs
• Test execution, stack trace parsing, and failure-driven retries

This is automated change management wired into the compiler, the test runner, and the repo itself. Software is becoming executable infrastructure for agents.

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