AI SAST combines program analysis, dataflow tracing, and LLM reasoning to find logic flaws rule-based SAST misses. Learn how it works and how to evaluate tools.

Google's EnvHarness and EnvRigger reshape static environments around an agent's diagnosed flaws, beating domain-specific ...

A 450-task benchmark built from real CVEs shows even the best AI coding agent writes code that's both working and secure only ...

When someone said "microcontroller coding," I always assumed C or C++. And even when I got into microcontrollers and SBCs, I ...

covering all the hot paths through the loop. the VM would start tracing there. When the inner loop exits, the VM would detect that a different branch was taken. The VM would try to record a branch ...

Cold storage crypto recovery drill: restore your backup on a second wallet and prove it with a watch-only Python script in 12 ...

These are traditional unit tests written with pytest Failures on these tests will cause alarms if code is merged into main ...

A model was released on Hugging Face that claims to have a 32-bit RISC-V CPU compiled and embedded within the weights of ...

What you will learn in this article] The mechanism and root cause of Node2Shell (CVE-2026-111497) Why the impact spread beyond Node.js (to Python, Bun, .NET, etc.) Attack vectors that should be checke ...

Cisco says patch faster, then sells you time, Turning AI refusals into vulnerability signals, Brotli’s are hiding, WordPress ...

test_emoji_before_error_uses_utf16_not_codepoint_offsets (test_diagnostics.TestSyntaxDiagnostics.test_emoji_before_error_uses_utf16_not_codepoint_offsets) ... ok test ...

This is Part Two, of our interview with Chat-GPT 5.6. As with Part One, I did not ask GPT questions based on my own interests or, in many cases, not knowing what I thought the answers would or should ...