// all posts
When Your AI Config Hits 500 Rules and Starts Eating Itself

A developer's Claude Code setup crossed 500 rules and began degrading its own self-cleaning routines. The fix: a hard cap with zero exceptions.

NixOS ISO Bloat: 416MiB of Nothing You Asked For

A minimal NixOS ISO with zero tools installed weighs 458MiB. Here's exactly where those bytes live and what it costs you in production.

Modeloop Closed Beta: MBSE Browser Tool That Generates MISRA-Oriented C

Modeloop's closed beta generates MISRA-oriented C from browser-based visual models stored as plain JSON — the architectural choice that separates it from Simulink.

Persistent Homology vs Moran's I: Spatial Transcriptomics with squidpy 1.8.x and GUDHI

A complete pipeline tutorial using squidpy 1.8.x and GUDHI on a 2,688-spot Visium mouse brain dataset — with critical migration notes and TDA benchmarking.

Vercel's 'eve': A TypeScript Agent Framework or a Billing Play?

Vercel open-sourced 'eve', a TypeScript-first AI agent framework that hit 1,503 GitHub stars on day one. Here's what the hype obscures.

10,000 GitHub Repos Are Serving Malware — and Your Checks Miss It

A coordinated campaign clones real repositories, force-pushes malicious ZIPs every few hours, and scores 0 detections on VirusTotal URL scans. Here's how it works and what to do.

10,000 Malicious GitHub Repos: A Supply Chain Attack at Infrastructure Scale

A researcher uncovered 10,000 GitHub repositories distributing Trojan malware. Here's what the scale reveals about the attack—and who's actually most at risk.

Vibe Coding Goes Corporate: What Google's Calendar App Demo Actually Signals

A Google employee built a working travel-to-calendar app in 2 hours with no code. Here's what that really means for developers and security teams.

The Developer Salary Ladder Is Being Redrawn in 2026

Framework expertise no longer commands premium pay. Here's what the compensation restructuring means for mid-career developers and where the money is going instead.

FIFA World Cup IDOR: How One Credential Hijacked an Entire Event

A single personal ID was all it took to inject content across FIFA's entire World Cup infrastructure — a case study in IDOR and access control failure.

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