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📰 Dev.to · Ashish Nadar

2 articles · Updated every 3 hours · View all reads

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Closing the Gap Between SCA Tools and Runtime Reality — Ashish Nadar

Dev.to · Ashish Nadar 🔐 Cybersecurity ⚡ AI Lesson 3mo ago

Closing the Gap Between SCA Tools and Runtime Reality — Ashish Nadar

The alert came in on a Tuesday morning. A critical CVE. Severity score 9.8. Affecting one of the...

The Day a Green Pipeline Told Me Everything Was Fine — And It Wasn't

Dev.to · Ashish Nadar 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago

The Day a Green Pipeline Told Me Everything Was Fine — And It Wasn't

A research article on behavioral drift in AI-generated backend systems and why external automation testing is the structural fix internal tests can't provide.