This article is the implementation guide for stagnation and loop detection. The events at the beginning are hypothetical examples, and the thresholds, detection counts, and timeframes introduced are ...

No matter how advanced prompt engineering is, hallucinations stemming from the underlying architecture of LLMs (probabilistic next-token prediction models) cannot be completely eliminated. The essence ...

Every Node.js project accumulates vulnerable dependencies. The npm registry holds over 2.5 million packages, and researchers found 454,000 malicious or vulnerable packages uploaded in 2025 alone.

The vulnerability in Google’s Brotli decoder, first called “node2shell”, affects more software. Admins should update promptly ...

Fake GitHub security tools are spreading malware that disables defenses, steals sensitive data and infects over 2,000 PCs.

AI SAST vs traditional SAST, compared: how reasoning changes detection of authorization flaws, false positives, triage, fixes, speed, and cost ...

AI code review uses AI to review pull requests for bugs, quality, and security. Learn how it works, how it differs from SAST ...

Compare open-source AI token optimization tools for coding agents and APIs, including benefits, risks, setup and ways to measure savings.

Attackers have taken over 10 npm packages and slipped hidden code into 12 releases. The code uses the Ethereum blockchain to ...

CISA KEV added GPUStack, FreeSWITCH, OpenSSH and IBM Aspera Faspex flaws on Nov. 9. See affected versions, fixes and the Nov.

When you build agentic applications by using open-source frameworks, you typically manage many cross-cutting concerns: containerization, web server setup, security, memory persistence, scaling, ...

Progress is there, but it's mending a small part of a large wound.