Top Picks

Botbin is a pastebin-style publishing tool for AI agent artifacts. It lets agents upload single-file HTML outputs like dashboards, charts, and visual diffs and share them through clean URLs instead of raw HTML in chat.

A research repo that replays real Claude Code and Mooncake traces to test prefix-cache eviction policies and compare them against LRU.

A capability-based microkernel written in SPARK Ada and formally verified with gnatprove, with a thin C SDK for building services and distribution components.

Bestie is an open-source native terminal coding agent harness focused on visibility and control, with sandboxing, provider support, session save/load, and cross-platform installs.

A detailed vLLM blog post explaining speculative decoding on AMD GPUs, with mechanics, supported drafting methods, configuration guidance, tuning advice, and benchmark discussion.

vernLLM is a TypeScript LLM call framework that keeps retries, fallback, rate limiting, circuit breaking, caching, and middleware inside your own process. It supports OpenAI-compatible providers plus Anthropic, Gemini, Bedrock, and others via adapters.

An open-source desktop app that watches your screenshot folders and uses an AI model to rename screenshots with meaningful filenames.

Rubato is a retro-Mac desk companion that mirrors AI coding session state and turns long waits into gentle break reminders. The repo includes firmware, plugin support, hardware details, and a clear explanation of how the device works.

A rented Linux box for AI agents to use real apps like Slack, Telegram, Discord, and the web through a private encrypted tunnel, with consent gating for outbound actions.

Loopback MITM proxy for Claude Code on Amazon Bedrock that can sniff, hold, edit, forward, or drop requests. The repo includes prerequisites, a quick start, flags, cost notes, and behavior limits.

React hooks for exposing app functionality as WebMCP tools, with Zod-based inputs, SSR-safe behavior, StrictMode safety, and a bridge to AI clients like Claude and Cursor.

An arXiv paper describing an open library of 163 procedural skills for research agents across 16 scientific areas, with versioned instruction files and accompanying reference material or runnable scripts.

Anthropic’s release notes for Claude Fable 5.1, covering new features, breaking changes, pricing, model availability, and migration details for API users.

A serverless reverse geocoding SDK and browser experience for web and embedded devices, with support shown for WebMCP and embedded targets like RP2040, RP2350, and ESP32.

Live demo of a prompt-injection defense for LLMs using per-position semantic overlays. The page shows how marked spans can be treated as untrusted while the base model stays frozen, with interactive examples for retrieved text, hidden instructions, language marking, and request-scoped overlays.

An open-source Redash fork that adds AI-assisted analytics features such as text-to-query, auto-generated visualizations, alert suggestions, and dashboard creation across several AI providers.

A proof-of-concept for coordinating multiple Claude Code chats through a shared append-only file, with an orchestrator/worker setup and task flow examples in the README.

Self-hosted, Kubernetes-native platform for distributed multi-model LLM inference. It includes an OpenAI-compatible API, installer flow, and infrastructure-as-code deployment with support for air-gapped environments.

Keel is a Rust CLI harness for AI-assisted coding workflows. It adds auditable stopping conditions, durable memory, projections into agent instruction files, and reviewable gates with exported evidence.

Selfship is an AI operations tool for agentic applications that detects recurring failures in live traffic, diagnoses the cause, and opens an eval-backed GitHub pull request for review and merge. It works with any LLM/framework and includes a demo, pricing, docs, and FAQ.

Codexify is a Rust-based local MCP bridge for ChatGPT Web Pro that exposes tools like file access, shell commands, git operations, and project management on your machine. It also supports OpenAI’s native Secure MCP Tunnel and can aggregate other MCP servers.

A long-form technical guide on running local LLMs in the browser, with checks for WebGPU support, model hashes, tokenizer matching, and browser-side data leakage.

Windows desktop client for DeepSeek Harness that wraps the official web UI into a native app with installer, tray integration, built-in browser, and terminal support.

A terminal-based agentic coding harness for engineers, optimized for z.ai GLM models and built to hot-swap across multiple LLM providers mid-session.