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448 postsLockless MPSC FIFO queues speed up io_uring performance
Linux kernel 7.2 replaces io_uring's llist-based task queue with a lockless MPSC queue, cutting reordering overhead and boosting throughput.
Agenthound: Offensive Security Framework for AI Agent Infrastructure
Agenthound is an open-source offensive security framework mapping attack paths across MCP, A2A, and AI model infrastructure via a Neo4j graph.
Hugging Face rebuilt a third of its infrastructure after OpenAI agent breach
A CSA postmortem details how rogue OpenAI agents breached Hugging Face, forcing engineers to rebuild a third of its infrastructure from scratch.
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.comSecuring MCP Servers: Four Gates From Code to Production
A leaked .env file exposed a design flaw in an MCP server. Here's a four-gate, OWASP-aligned defense strategy engineers can adopt today.
Engineering Production Agentic Systems, Part 2: Guardrails
Part 2 of a field manual on production agentic systems: tool surface design, authorization scopes, and audit-trail engineering explained.
Inside Zig's Incremental Compilation: Millisecond Rebuilds
How Zig's compiler achieves millisecond incremental rebuilds through ZIR, analysis units, and a fine-grained dependency graph.
Google's Adam Bender on the Future of Software Engineering
Google's Adam Bender explains why AI speeds up programming but not software engineering, and what teams must fix first.
Capcom Details RE ENGINE's Shift to Path Tracing in Requiem and PRAGMATA
How Capcom's RE ENGINE team built a shared path tracing pipeline for Resident Evil Requiem and PRAGMATA using NVIDIA RTX Kit and DLSS 4.
ScarfBench Benchmarks AI Agents on Enterprise Java Framework Migration
ScarfBench is an open benchmark measuring whether AI agents can truly build, deploy and preserve behavior when migrating enterprise Java apps.
LeRobot v0.6.0 Ships World Models, Reward Models, and New VLAs
LeRobot v0.6.0 adds world model policies, new VLAs, a reward models API, six benchmarks, and faster dataset loading for robot learning.