Show HN: M-Courtyard – Fine-tune LLMs on your Mac with zero code
Zero-code desktop app for fine-tuning LLMs locally on Apple Silicon with full pipeline from documents to Ollama export.
Zero-code desktop app for fine-tuning LLMs locally on Apple Silicon with full pipeline from documents to Ollama export.
Discussion of Cursor IDE compliance concerns in regulated industries; notes lack of HIPAA BAA and FedRAMP certification despite cloud routing.
Token Cost Guard is a Python CLI tool for tracking OpenAI and Anthropic API costs locally using SQLite, preventing unexpected billing.
Privacy-focused desktop app for local Stable Diffusion image generation with HuggingFace model support.
DeepMind's cryptographic delegation protocol for multi-agent systems with accountability chains and MCP integration.
Research showing LLM-generated skills provide no benefit; models cannot reliably author procedural knowledge they consume.
Manus AI launches persistent AI agents with Telegram integration; account suspended shortly after launch. Platform expansion planned via WhatsApp.
Evaluation framework for coding agents detecting overlap, boundary violations, and coverage gaps via static and live analysis.
MCP server providing Claude real-time access to trading signals from Reddit, SEC filings, FDA approvals, and Congressional trades.
MCP server enabling AI agents to discover, install, and learn new tools automatically without restarts or manual configuration.
Constrained DSL for generating reliable LLM decision logic with schema-driven prompts and deterministic execution for quantitative tasks.
Meta patent allowing LLM simulation of deceased users' social media activity for continued posting.
Andrej Karpathy explores training language models competitive with GPT-2 for under $100, analyzing cost-effectiveness improvements since 2019.
Open-source governance proxy in Rust for controlling AI agent access to tools, providing audit trails and content moderation via MCP.
Open-source web scraper optimized for LLM consumption, cleaning HTML noise for agent accessibility to web content.
GrowthClaw is an open-source marketing operating system for agent-driven workflows, converting goals into task pipelines with human approval and evaluation.
Opinion piece critiquing AI's impact on open source, discussing hallucinations, agent harassment, and OpenAI recruitment.
Developer tool using ripgrep and tree-sitter for smart code reading by humans and AI agents, optimizing LLM costs through instruction tuning.
C99 implementation of Karpathy's microgpt achieving 4,600x speedup through low-level optimization and SIMD vectorization.
Static analysis scanner identifying security vulnerabilities in OpenClaw agent skill definitions, including prompt injection, hidden content via Unicode/CSS, and bidirectional text overrides.
ActorRise: AI-powered monologue search tool using Next.js and FastAPI. Scraped 172+ plays for 8,600+ monologue database with natural language search.
CLI tool that manages a system-wide cache of repositories for LLM reference, allowing developers to link commonly used repos to a .llm directory instead of maintaining duplicate copies.
Boxofrocks: sandboxed extension for managing multiple parallel dev AI agents with GitHub Issues integration, simplifying task management and deployment.
Tool generating cinematic videos from blurry pet photos using generative AI.
Node.js proxy routing OpenClaw requests to cheapest compatible Claude model. Cost optimization for LLM applications.
Baby tracker application built entirely using OpenClaw AI coding agent, demonstrating practical LLM agent application for task automation.
Tool providing design inspiration for LLMs using crowd-sourced production website references to improve consistency and reduce generic AI-generated designs.
SmolVM: open-source secure microVM runtime for AI agents to execute untrusted code with hardware isolation. Python SDK available.
Analysis of cognitive debt as an alternative framework to technical debt, focusing on human understanding requirements in agentic AI systems.
Security scoring framework for evaluating AI agent hosting providers, addressing API key handling, data protection, and unauthorized action risks.
Guide on structuring codebases for AI agents using progressive disclosure pattern to incrementally discover context, improving agent effectiveness.
Nightshift: Automated tool using spare Claude/Codex tokens to generate maintenance PRs finding dead code, doc drift, and security issues overnight.
Marketplace for Claude Code plugins developed by Dutch government teams, organized by EUPL licensing.
Vocalinux: Privacy-focused Linux dictation tool using local speech recognition (Whisper/VOSK) with GPU acceleration, no network required.
Analysis of LLM inference computational and economic costs. Technical examination of inference economics and optimization.
FreeFlow: Open source macOS app for local speech-to-text using free AI models instead of paid subscriptions.
LLM-based binary reverse engineering and decompilation using automated feedback loops. Demonstrates LLM applications with differential property testing.
Scrappy: open-source Go HTTP service for browser scraping with warm Chrome pool. Includes MCP server and CLI for agent workflows.
VoteShip: feature request platform with AI agents as first-class users. Integrates via MCP protocol and REST API for coding agents.
PicoGPT v2: minimal GPT implementation in <40 lines minified JavaScript running in browser via QR code with no dependencies.
RuneScapeCN: open-source UI kit with OSRS styling. React 19, TypeScript, Tailwind CSS, Radix, Vite.
TypeScript prototype of secure dormant AI assistant with permission controls and audit logging. Security-focused AI agent framework.
Multi-agent system using three specialized agents plus synthesis layer for decision analysis. Practical AI agents application for data insights.
Developer tool that provides UI linting and validation for AI-generated interfaces. Addresses feedback loop gap for LLM UI generation.
Security auditing tool for LLM skill definitions, identifying vulnerabilities in autonomous agent capability specifications.
Discussion of real production limitations of agentic AI including reliability, tool integration, cost, and observability challenges.
Tool converting screen recordings into reusable AI agent skills for task automation.
Tool to convert Git repositories into single Markdown files optimized for LLM processing and context windows.
AI agent successfully submits pull requests to major open source projects.
Dewdrops: converts Git repositories to single Markdown file optimized for LLM context windows. Developer tool for prompt engineering.