Developer Tools
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Tiny-vLLM Rebuilds the Inference Engine in C++ and CUDA So You Can Read Every Kernel
Tiny-vLLM is a fully functional LLM inference engine in C++ and CUDA — written deliberately small, with every kernel and every line of math walked through in a free companion course. It’s the “younger and smaller sibling” of vLLM, built for understanding rather than deployment. ## What’s actually in there The implementation is not a… Continue reading
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Impeccable Is a Design Language That Stops Your AI From Shipping Slop UI
Impeccable is a design language for AI coding harnesses with a specific mission: stop them from shipping the same SaaS visual slop on every project. The author’s diagnosis is what every reviewer of AI-built frontends silently thinks — Inter for everything, purple-to-blue gradients, cards nested in cards, gray text on coloured backgrounds, the rounded-square icon… Continue reading
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revfactory/harness Turns a Domain Description Into an Agent Team and Its Skills
revfactory/harness is a meta-skill for Claude Code: instead of giving you an agent, it designs the agent team. Tell it “build a harness for this project,” describe the domain, and it picks a team architecture, defines specialised agents, and generates the skills they use. ## Six team patterns, picked for you Harness ships with six… Continue reading
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QwenPaw 1.1.9 Adds a Web IDE With File Tree, Diff Review, and Git Panel
QwenPaw, the personal AI assistant from agentscope-ai, shipped v1.1.9 — and the headline addition is Coding Mode, a full Web IDE that lives inside the assistant rather than sending you off to a separate editor. ## A real IDE, not a chat-with-code box Coding Mode is a three-panel Web IDE: a file tree on the… Continue reading
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LlamaIndex Rewrites LiteParse in Rust for Up to 100x Faster Document Parsing
LlamaIndex shipped LiteParse v2.0, a complete Rust rewrite of its open-source document parser that claims up to 100x faster parsing. It runs entirely on your machine — no cloud, no LLM, no API key — and is aimed at the unglamorous step every RAG and agent pipeline hits first: turning a PDF, DOCX, or scanned… Continue reading
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Firecrawl /monitor Pings Your Agent Only When Web Pages Actually Change
Firecrawl launched /monitor, a feature that pings your AI agent the moment a webpage you care about actually changes — instead of having the agent re-scrape and re-summarise the whole page on every check. ## A goal in English, a webhook on change You point it at a URL, describe in plain English what to… Continue reading
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Openstatus MCP Health Checker Tests Servers Like a Real AI Client
Openstatus shipped an MCP Health Checker — a small but useful piece of plumbing for the now-sprawling Model Context Protocol ecosystem. It tests an MCP server the way a real AI client would, not by pinging a port and calling it healthy. ## A real handshake, not a TCP check The tool speaks JSON-RPC and… Continue reading
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Microsoft Open-Sources RAMPART to Turn Agent Red-Team Findings Into CI Tests
Microsoft open-sourced two tools aimed at the unglamorous side of building agents: knowing whether they’re safe, and whether you should build them at all. RAMPART handles the first; Clarity handles the second. ## Red-team findings that don’t evaporate RAMPART is an agent test framework that lets you encode adversarial and benign scenarios as repeatable tests… Continue reading
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Google Antigravity 2.0 Splits Into a Desktop App, CLI, and SDK
Google Antigravity 2.0 turns Google’s agent-first development idea into a standalone product line: a desktop app, a CLI, and an SDK, all launched at I/O 2026. The pitch is taking an idea to a production-ready app with agents doing the building, not just autocompleting your code. ## Three surfaces, one agent harness The desktop app… Continue reading
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