About the author

Manish Kapur

@mksonar

Product Marketing & DevRel leader at Sonar. Focused on AI coding agents, verifying what they produce, and how teams rethink the software factory for agentic development.

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Oct 12

Code is abundant. Confidence is a formula.

AI can make code creation abundant. The harder challenge is building confidence in what gets...

4 min readRead article