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50 postsSabba: A Security Tool That Proves Bugs by Actually Running Them
Sabba is an MCP security tool that verifies every bug finding by actually compiling and running the exploit, not just guessing with an LLM.
30 Days as the Only Human in an AI Dev Team: 212 PRs, Broken CI
A 30-day AI-agent coding experiment shows how self-reported 'green' CI and unreviewed PRs let critical failures hide in plain sight.
Belay: a local firewall for AI coding agents
Belay is an open-source, local-first security layer that gates AI coding agent tool calls, blocking secret leaks and destructive commands in real time.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comDenmark's AI Bioweapon Risk Report: Key Insights
Denmark's AI bioweapon report examines AI's role in biological threats. AI's impact could be significant for skilled actors.
freeq ties AI model spend to identity, not shared API keys
freeq extends its DID-based protocol to gate AI model spend by identity, letting agents borrow bounded capacity without sharing API keys.
AI Doesn't Replace Architecture — It Makes It More Valuable
AI made code generation cheap, but not the architectural decisions behind it. Why the bottleneck shifted from typing to deciding for engineers.
Rust Wayland App Renders Games and Video Through a 3D CRT Tube
An open-source Rust/Wayland app captures screens and libretro cores, rendering them through a 3D CRT model and exporting to video via ffmpeg.
One of 1190 AI agent closing statements reports failure
A study shows that only one of 1190 AI closing statements reports failure, raising concerns about reliability for engineers.
AI Reverse Engineering Benchmark
AgentRE-Bench assesses AI agents' reverse engineering capabilities. Calibration proves more effective than reasoning depth.
108 PRs in Eight Days: Discovering Loop Engineering
A developer completes 108 PRs in a week using loop engineering for efficiency.