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379 postsWhy Sony's PS Link USB Dongle Freezes Windows Audio Entirely
A firmware bug in Sony's PS Link USB adapter violates USB spec and crashes Windows audio system-wide. Root cause analysis and workaround inside.
talkthrough-mcp: Local MCP Server Turns Screen Recordings into AI Data
talkthrough-mcp is a local-first, open-source MCP server that turns narrated screen recordings into transcripts, keyframes, and OCR data for AI agents.
Benchmarking How High Availability Affects Managed Postgres Speed
PostgresBench benchmarks the real throughput and latency cost of high availability across managed Postgres providers.
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.comFurtex: Linux Post-Exploitation and Evasion Research Toolkit
Furtex is a Linux post-exploitation and evasion research toolkit based on io_uring and eBPF, designed for authorized research.
AVE: A Behavioral Vulnerability Standard for Agentic AI
AVE is a new standard classifying behavioral vulnerabilities in agentic AI, using AIVSS scoring and the bawbel-scanner reference tool for CI checks.
AI-Assisted Vacation Project Cracks Open 2008 Quantum Physics Puzzle
An engineer used Claude AI on vacation to solve two open corners of a 2008 quantum mechanics constraint problem, verified via exact arithmetic.
Why AI Agents Should Propose Infrastructure, Not Execute It
AI agents with direct cloud API access risk emergent infrastructure mutations. A governance model splits propose, judge, and execute authority.
Inside the New Agent Swarm: Coordination at 1,000 Commits/Sec
A deep dive into how a new AI agent swarm architecture uses planner-worker hierarchies and a custom VCS to coordinate work at 1,000 commits per second.
PyTorch-style training loop teaches the LLM harness, not the model
An open-source framework trains an LLM's prompts, tools, and repair loop with a PyTorch-style loop while freezing the model itself, using git as the ledger.
Study Finds AI Text Watermarks Fail Legal Evidence Standards
Study finds AI watermarking schemes KGW, Unigram, and SynthID fail Daubert legal criteria after simple paraphrase attacks strip out marks.