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2695 postsZML/LLMD Alpha: One LLM Server Across CUDA, ROCm, TPU, Metal
ZML/LLMD alpha runs LLaMa, Gemma, Qwen and Mistral models across NVIDIA, AMD, TPU, Intel and Apple Metal in one server, with DFlash speeding up inference.
AI Agents Can Pay and Hire, But Not Trade Safely
Circle's MPP standardized payments, ERC-8183 standardized hiring, but AI agents still lack a trading standard; Hashlock Markets fills the gap with HTLC.
Ant Group Open-Sources LingBot-Vision: A Boundary-Centric Vision Model
Ant Group's open-source LingBot-Vision turns boundary predictions into a self-supervised training signal, beating the 7B DINOv3 with far fewer parameters.
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.comHow one maintainer runs a 40-package monorepo with Turborepo, Bun, Biome
flare-engine shows how Turborepo, Bun and Biome govern 40 packages from single root configs, with no ESLint anywhere in the repo.
AI Technical Debt: Why Generated Code Still Needs Metadata and Review
AI-generated code speeds up data engineering but hides risk. Without structured metadata, review and governance, teams accumulate hidden intent debt.
Memory Engineering Is a Promotion Pipeline, Not Notes
An AI agent framework runs memory through a promotion pipeline with evidence and approval instead of direct writes; rejection counts as a healthy outcome.
Cursor Sandbox Escape Shows AI Agents Need Kernel Boundaries
Two critical bugs in Cursor's command sandbox let an attacker-controlled AI agent write outside it and reach RCE. Both are fixed in Cursor 3.0.
How the Linux kernel's iomap layer works
An LWN deep dive explains how the Linux kernel's iomap layer maps files to storage, replacing buffer heads and cutting filesystem boilerplate code.
Cache invalidation: solving stale data and stampede problems
An engineering look at TTL, event-based invalidation, versioning and single-flight patterns, and how cache stampede can take down your origin in production.
Half My Traffic Was Bots: A 4-Day Layered Defense Stack
A developer discovered headless bots executing JS made up half his traffic, then built a 4-day, five-layer defense using robots.txt, ISR, Redis, and Vercel BotID.