Ollama: run open-source LLMs right on your laptop
Install and run open models with one command, call the REST API on port 11434, customise with a Modelfile, and decide between local and cloud APIs.
Tools
AI tools, great GitHub repos and how to use them. · 25 articles
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Claude Code
Claude API
LLM & NLP
AI Agents & Skills
Tips
AI Automation
Tools
System Design
Reading
vLLM and PagedAttention: serving LLMs to many users efficiently
Why the KV cache wastes GPU memory, how PagedAttention pages it, continuous batching, an OpenAI-compatible server, and vLLM vs Ollama.
MarkItDown: convert PDF, Word, Excel and images to Markdown for LLMs
Microsoft's Python library that converts most file types to structured Markdown: CLI and Python usage, fitting it into a RAG pipeline, and security warnings.
Serena: an MCP server that gives coding agents IDE-like symbol tools
Serena uses language servers so agents find definitions and references and edit exact symbols, cutting tokens on large repos.
browser-use: a browser agent driven by natural-language goals
Open-source Python library that lets an LLM click, type and read the web. Setup, a Claude example, use cases and security risks.
LiteLLM: an in-house AI gateway with virtual keys and budgets
Call 100+ LLMs through one format, issue budgeted, rate-limited virtual keys per team, with fallbacks and central logging.
OpenSpec: write the spec first, let AI code after — lightweight spec-driven development
Each change is a folder with proposal, specs, design and tasks. The agent follows the tasks, then you archive and update the main spec.
DESIGN.md: put your design taste in the repo so AI-built UIs stop looking generic
awesome-design-md and getdesign.md collect 550+ DESIGN.md files analyzed from well-known sites — colors, fonts, spacing, components.
Blender MCP: drive Blender with natural language — a textbook MCP-for-desktop-apps example
An addon opens a socket inside Blender; an MCP server relays Claude's commands: create objects, edit materials, pull Poly Haven assets, run Python.
The official GitHub MCP Server: let agents read issues, PRs, Actions — and scope permissions properly
GitHub's own MCP server, available remote or via Docker. Toolsets and read-only mode keep context small and access safe.
Playwright MCP: let agents use a browser via accessibility snapshots instead of screenshots
Microsoft's MCP server lets Claude open pages, click, fill forms and test UIs — using page structure, no vision model required.
Context7: stop AI from coding against outdated APIs
Add “use context7” to a prompt and the agent pulls version-specific docs for your libraries instead of guessing from training data.
RTK: compress terminal output before it reaches Claude Code to save tokens
A Rust binary that hooks into Claude Code and trims output from git, npm, pytest, docker… cutting most of the tokens from bash output.
Graphify: turn a codebase into a knowledge graph so Claude stops re-reading files
Code parsed via AST, docs via Claude, saved as a queryable graph. The bigger the repo, the more tokens each question saves.
xtool: build, sign and install iOS apps on Linux or Windows — no Mac needed
An open-source Xcode alternative for turning SwiftPM packages into iOS apps, running on Linux, WSL, Windows and macOS.
tv-vibehack: have Claude strip ads and bloat from Android TV over ADB
It started with fixing a parent’s TV: a prompt and a minimal launcher let AI disable ads, telemetry and preinstalled apps — plus a list of gotchas.
HyperFrames: write video in HTML and let AI agents render the MP4
HeyGen’s open-source framework: compose with HTML/CSS, render with headless Chrome + FFmpeg, plus 21 skills so agents can produce demo and launch videos.
Remotion Agent Skills: get Claude Code to build React videos the right way
Remotion’s official skill set guides agents through compositions, captions, maps and rendering using best practices instead of guessing the API.
Cloudflare open-sources a Security Audit Skill for AI-written code
Vibe coding is fast but leaky. Cloudflare’s new skill scans your codebase and verifies whether each vulnerability is real before you ship.
Captist: a screen recorder that auto-zooms with your cursor — no keyframes
Ship demo videos, tutorials and progress updates faster: auto-zoom, sticky redaction, keystroke overlays and local processing.
Ambient light for YouTube: free Ambilight-style glow right in your browser
An open-source extension that uses WebGL to cast a glow around YouTube videos — no LED strips required.
Liquid Glass for the web: real refraction with WebGL
CSS backdrop-filter only gives a flat blur. Liquid Glass libraries use WebGL to compute refraction for a convincing glass look.
Make iPhone Duo mockups in the browser — no Photoshop needed
Days after launch, the community already has dual-screen mockup tools: upload your UI, export high-quality images.
Page Mascot: add a cursor-following character to your website
An interactive mascot library that makes static pages feel alive: characters track the cursor, react to clicks, and AI agents can draw custom ones.
Morphicons: smoothly morph one icon into another — no animation code
Turn a Menu button into an X with a shape morph instead of a rotate or fade. Works with Lucide, Tabler and Heroicons, with zero heavy dependencies.
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