Hello. In this note, I provide proactive explanations for common pitfalls for new employees, prospective hires, and junior ...

If you have ever tried RAG, you might have experienced this feeling at least once. You put documents into a vector DB, but it ...

A hierarchical machine learning framework integrating design principle metrics achieved ninety-one percent accuracy in ...

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.

Semgrep Mandoline gives AI agents fast program analysis across 50 languages, so they spend tokens reasoning about code ...

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

This is a technical explanation of how loading WebView into an Android app actually works, including details of how this varies across different versions of Android and the bugs and limitations that ...

GitHub's annual Octoverse 2026 report shows agents initiating about 40% of pull requests. It also shows how 7.4 billion monthly commits contributed to major outages and a rebuild of GitHub's Git ...

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

abstract continue for new switch assert default goto* package synchronized boolean do if private this break double implements protected throw byte else import public throws case enum instanceof return ...

Fox Mulder's (David Duchovny) most famous quote from The X-Files is "I want to believe." It's the line people most associate with him, as he moves through his terrifying, fast-paced job at the FBI, ...

Secure file transfer protocol (SFTP) is a safe way to transfer files between hosts over the internet. While PowerShell does not offer built-in support for SFTP, you can add this functionality using ...