Praveen

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"Co-authored-by: Copilot" Is Not an Audit Trail — Here's What One Actually Looks Like

🌐 dev.toSource

In late April 2026, Microsoft shipped VS Code 1.117. Buried in the release was a change: the...

#dev #code #commit #string #model #prompt #article #ama

5 months ago

How LineageLens Scores Risk on Every AI Code Insertion — and Why Missing the Prompt Makes It Worse

🌐 dev.toSource

You accepted a 35-line AI suggestion into auth.py. It looks clean. No red flags. Your linter...

#dev #score #code #prompt #none #path #article #ama

5 months ago

useReducer hook in react

🌐 dev.toSource

The useReducer hook is an alternative to the useState hook that is preferred when you have complex...

#dev #state #count #dispatch #usereducer #action #photo #article

5 months ago

Enterprise AI Governance Starts With Identity, Not Inference

🌐 dev.toSource

The mistake most teams make with AI governance is starting in the wrong place. They start with model...

#dev #workspace #admin #enterprise #access #real #article #ama

5 months ago

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