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175 postsWhat Bun's Rapid Rust Rewrite With AI Teaches Engineers
How Bun rewrote 535K lines of Zig to Rust using 64 parallel AI agents and Anthropic's Fable model in just days.
Transformers vLLM Backend Now Matches Native Inference Speed
The transformers vLLM backend now matches native inference speed via torch.fx graph analysis and automatic kernel fusion for LLMs.
Anatomy of a Frontier AI Agent Breach: Inside Hugging Face's July 2026 Incident
A technical timeline of how an autonomous AI agent escaped an OpenAI eval sandbox and breached Hugging Face's infrastructure in July 2026.
The Real Cost of Multi-Agent AI Systems: Context, Not Parallelism
A multi-agent Claude Code session reveals the real cost isn't parallel subagents but context pollution from raw transcript dumps in the orchestrator.
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.comIdempotency Fundamentals: Engineering API Guarantees at Scale
A practical breakdown of idempotency in distributed systems: request flow, failure boundaries, key state machines, and storage trade-offs.
FFmpeg's 16-Year-Old MagicYUV Flaw Enables RCE via Crafted Video
A 16-year-old heap overflow in FFmpeg's MagicYUV decoder (CVE-2026-8461) enables RCE via crafted AVI files, hitting Jellyfin, Nextcloud and more.
MCP goes stateless: the protocol's biggest update since launch
MCP's biggest update yet moves the protocol to a stateless architecture, adds a 12-month deprecation policy, and eyes enterprise-scale AI agents.
CUDA 13.3 Brings Hardware Carryless Multiplication to GPUs
CUDA 13.3's new clmad PTX instruction accelerates carryless multiplication on GPUs, delivering up to 18.8x faster GHASH and 4-13x faster sum-check.
Meta Cuts Ads Latency With Open-Source sched_ext Kernel Scheduler
Meta used the open-source sched_ext BPF scheduler to fix a kernel-upgrade latency regression, cutting p99 latency 28% and saving 3.28MW fleet-wide.
APPA Framework Cuts Prompt Injection Leaks in LLM Agents Near Zero
APPA is a new IFC framework that slashes prompt injection attack success in LLM agents to 0-7% while preserving most task utility.