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Meta researchers developed In-Kernel Broadcast Optimization (IKBO), a kernel-model-system co-design that eliminates redundant user-embedding replication during recommendation model inference. Deployed across Meta's multi…
The article describes how to safely run AI coding agents like Claude Code in "dangerous" mode—which bypasses permission prompts for improved productivity—by using Docker Sandboxes. These sandboxes provide security throug…
This article is a curated list of cybersecurity tools and resources, organized by categories such as privilege escalation, credential harvesting, and exploitation frameworks. The repository, created by the author to mana…
A developer built Overturn, an on-premise appeal agent for small medical clinics that decodes claim denials, ranks them by expected recovery, estimates appeal odds, and drafts appeal letters. The pipeline runs entirely o…
AGENTS.md has become the de facto open standard for guiding AI coding assistants, with adoption surpassing 20,000 repositories and formalization in August 2025 through collaboration between OpenAI, Google, Cursor, Factor…
An agile coach built a production-ready team assessment application in about an hour using Replit's AI vibe-coding platform after an initial attempt failed, succeeding only when he described the desired outcome and user …
A developer built BirdBuddy, an offline bird call identifier that runs entirely on-device, combining Cornell's BirdNET ONNX model for species classification with Piper neural text-to-speech for spoken results. The projec…
Vast co-founder and CTO Alon Horev said a long-running AI agent session of half a million tokens can consume one-tenth to one-twentieth of a GPU's memory, and that Vast's tiered storage approach offloads KV cache from GP…
Postman built and deployed an internal system called Passport to eliminate API credential sprawl by never distributing keys to developers or agents, instead granting access scoped to specific endpoints, tied to a verifie…
David Heinemeier Hansson, creator of Ruby on Rails, had coding agents port 37signals' Campfire chat app to Rust, and repository benchmarks run October 1st show the Rust version serving a room page at 36,120 requests per …
Agent37, a cloud platform founded by Vishnu Krishnaprasad, runs AI agent harnesses including Claude Code, OpenAI Codex, Hermes and OpenClaw in persistent cloud sandboxes starting at under $5 a month for 2 vCPUs and 4 GB …
A developer built an on-device semantic search feature for GitHub starred repositories using Google's EmbeddingGemma 300M model, running through ONNX Runtime in a desktop app's Deno process so no query leaves the machine…
MahaBodi, a Rust-based enterprise router from Laya, decides among up to 100,000 candidates in a single forward pass and beat Laya with a dense shortlist on entity linking at 100K Wikipedia pages (0.177 vs 0.121, p = 0.00…
A developer building a paid business-verification API for AI agents documented three bugs that each reported success instead of failure: a Korean government debarment API that returned HTTP 200 with an empty result set b…
A developer built a local AI agent that troubleshoots Docker containers from plain-English questions, combining a FastMCP server exposing narrow Docker operations as tools, a LangChain tool-calling agent, and the gemma3 …
The Cutting Room Floor (TCRF) suffered a DDoS attack beginning August 27, 2026, that forced host Linode to null-route the wiki's server connection, according to a postmortem published by the site. The postmortem ties the…
A developer's controlled comparison of two candidate planner models for an agentic publishing pipeline found Gemini 3.8 Flash (High) and Claude Opus 4.6 (Thinking) both scored 17 of 17 on machine-checked constraint adher…
OpenAI says an internal model that began training on August 28 has resolved more than 100 long-standing open problems across most areas of mathematics, in addition to a machine-checked solution connected to the Navier–St…
Cline can run as a fully autonomous coding agent on local hardware by connecting to Ollama instead of cloud providers like Claude or GPT-4, keeping all inference on the user's own machine. The setup requires raising Olla…
Harvard postdocs Deepankur Thureja and Gabriele Pasquale founded Dipole Labs, a Boston- and Zurich-based startup building optical circuit switches that route traffic between AI cluster racks without converting signals fr…