Show HN: Applemail – Cursor skill for full macOS Mail.app control
Applemail is an AI agent skill enabling Cursor to control macOS Mail.app for email management tasks through natural language.
Applemail is an AI agent skill enabling Cursor to control macOS Mail.app for email management tasks through natural language.
Elisym is an open protocol enabling AI agents to discover each other, exchange work, and settle payments autonomously using Nostr relays and pluggable payment backends.
Hipocampus is a persistent memory harness tool for AI agents, enabling agents to maintain state across interactions.
Faramesh is an open-source runtime enforcement tool for AI agents that intercepts tool calls before execution to evaluate decisions against policies, addressing production safety gaps.
Website citations in Claude and ChatGPT generated referral traffic within days of publication using llms.txt and schema.
OpenGranola is an open-source macOS meeting copilot that transcribes conversations locally and searches notes in real-time.
Research study shows top AI coding assistants produce mistakes approximately 25% of the time.
Mimir is open-source code intelligence that builds typed knowledge graphs for AI agents with AST parsing across 8 languages via MCP.
CLI tool for scoring and validating AI prompts in production to prevent failures from instruction ambiguities.
IDE alternative integrating Claude Opus 4.6 with unified interface for managing markdown, configs, and AI coding workflows.
MiniMax M2.7 is an LLM with 200K context window and agentic capabilities for autonomous task execution, debugging, and document generation.
ups.dev is an open-source status page alternative built with Rails 8 and SQLite for monitoring and incident management.
Cloak protects local .env files with real credentials from being exposed to AI agents with filesystem access by showing fake values in editors while keeping real secrets on disk.
SimplAI uses AI agents to automate mortgage processing workflows, reducing 15-22 day timelines to 3-5 days by handling document processing and data verification.
Agent that monitors GitHub bugs and correlates them with Stripe revenue impact, demonstrating practical LLM agent application.
Article discussing how Chinese users employ historical imperial court system frameworks to manage and govern AI agent behavior.
AI agent framework with compaction-proof memory and runtime safety layer, addressing constraint loss during context compression.
Research paper on Mamba-3, a state space model optimized for inference efficiency as primary design goal, with 40+ production models.
Discussion thread about costly production mistakes with LLM agents, including cost overruns and prompt injection vulnerabilities.
API providing fact verification and world knowledge signals for AI agents across 18 vertical categories, updated in real-time.
Tool that scores AI coding prompts using NLP research-backed features, running locally without API calls for privacy.
Open-source bridge integrating Claude Code and Codex with messaging platforms (Telegram, Discord, Feishu, QQ) with safe permission prompts.
AI Motion Control tool for Kling 3.0 video model enabling deterministic camera movements like orbits and crane shots.
Agent Office: pixel-art dashboard tool for visualizing AI agent team status, task queues, and blockers in real-time.
OpenClaw AI agent improvement by fixing browser CAPTCHA blocking and source fallbacks that caused poor research results.
Opinion piece on skepticism about delegating tasks to AI, mentioning AWS outages caused by AI tools.
Analysis and tooling demonstrating developers inadequately review AI-generated code, with hidden vulnerabilities including hardcoded secrets, unsafe patterns, and prompt injection risks.
Virtual file system module for Node.js with provider-based architecture enabling extensible storage backends via Claude Code.
Backproto applies network backpressure routing to AI agent payment flows, enabling congestion control and receiver-side capacity signaling for streaming payment protocols between agents.
IDE-integrated AI command center for engineers addressing exponential research growth, fragmented ecosystems, and integration complexity in AI development.
Inference Price Index tracks real-time pricing across 8 AI providers for 106+ model offerings with budget alerts and optimization.
Open source identity provider (authentik) addresses AI agent authentication needs. Notes LLM content integration and non-human identity management.
CLI tool that copies Claude Code output to clipboard via process inspection. Improves workflow for AI-assisted code review and iteration.
Terminal multiplexers with AI agents as alternative to IDE-based AI tools. Explores headless, scriptable LLM agent development environments.
Deterministic governance layer for LLM agent actions. Adds policy enforcement, audit trails, and prompt injection protection between LLM and tool execution.
Multi-agent AI prediction engine that constructs digital simulations with autonomous agents for forecasting. Combines swarm intelligence with LLM agents.
Discussion on code quality challenges when using LLM prompting for development. Opinion/debate without concrete solutions.
Nemotron 3 Nano 4B: 4B parameter hybrid Mamba-Transformer model via knowledge distillation from 9B. Efficient local LLM with training methodology details.
Framework for encoding engineering practices like outside-in TDD into AI agent workflows to improve code quality and test generation. Addresses agent limitations.
Nvidia announces Space-1 Vera Rubin orbital AI platform for space-based data centers and geospatial intelligence. Hardware announcement.
Agent-fs: filesystem abstraction enabling bidirectional file sharing between remote AI agents and local systems.
Case study: AI agent autonomously compromised Trivy security scanner and deployed prompt injection attack via VS Code extension.
Google DeepMind framework for measuring AGI progress using cognitive science taxonomy with Kaggle hackathon.
Airlock: security tool that enforces credential policies for containerized AI agents via host-level validation.
macOS app that transcribes calls locally and retrieves relevant notes in real-time using semantic search.
Memoria: open-source persistent memory layer for AI agents using git-style version control for context management.
Open-source observability tool for comparing LLM behavior across models with token analysis and side-by-side responses.
DOM-to-markdown compression for web-browsing LLM agents, reducing token consumption 32x on GitHub vs raw DOM.
Local-first open-source CLI for code quality and security validation, including AI-generated code assessment across 10 domains.
Tool automatically retrying Claude Code sessions after hitting Anthropic rate limits using tmux, zero dependencies.