AI Pillar Hub
Short, original notes on real agent workflows, with the tool they used and a prompt you can try.
Claude Code · system administration
A user used Claude Code to configure a headless MacBook Air with nix-darwin for system management. The machine became an iMessage bridge and a secondary DNS server for their home network, with setup taking about an hour.
Source · Hacker News commentHelp me configure a spare MacBook as a headless server managed with nix-darwin, running an iMessage bridge and secondary DNS for my home network.
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Feature your toolAI Agents & Workflows
A platform that enables deployment and execution of AI coding agents on an expandable, infinite canvas workspace.
AI Agents & Workflows
Step 5 is a 600-billion-parameter open-weight model designed for long-running autonomous agents.
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Handle phone conversations with an AI voice assistant.
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Build business apps and automate processes with AI agents.
AI Agents & Workflows
Governs skills, tools, hooks, and MCP servers for coding agents.
AI Agents & Workflows
Build managed AI agents that work with enterprise data.
AI Agents & Workflows
Connects agents to managed services through a command line interface.
AI Agents & Workflows
Let coding agents communicate across people through shared channels.
AI Agents & Workflows
Answers questions and performs coding and website-building tasks.
AI Agents & Workflows
App automation and AI actions.
AI Apps & Frameworks
Build AI apps and workflows, and generate content across media.
AI Apps & Frameworks
Build and operate enterprise machine learning applications and agents.
Projects on GitHub
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Build multi-agent workflows using YAML and conditional execution.
AI Agents & Workflows
Coordinate Codex tasks with dependencies, saved state, and completion checks.
AI Agents & Workflows
Create autonomous AI agents with customizable goals and tasks.
AI Agents & Workflows
Compile structured runbooks into skills for multi-step agent workflows.
AI Agents & Workflows
Bridges Claude Code and Codex for live coding collaboration.
AI Agents & Workflows
Run an autonomous assistant on your own hardware.
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Agnt is a local-first platform for building, running, and improving AI agents and workflows. It also supports agents working toward autonomous goals.
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Runs persistent, checkpointed workflows for AI coding agents.
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Run general-purpose agents with sandboxed tools.
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Deploy reusable agent skills and workflows across AI coding platforms.
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Semantic Router enables fast AI decision-making by routing requests based on their meaning. It supports intelligent processing of multimodal data.
AI Agents & Workflows
Build applications with collaborating AI agents.
AI Agents & Workflows
Manage and execute tasks with AI agents.
AI Agents & Workflows
Coordinate coding agents and enforce execution rules.
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Control Chrome tabs through chat with an AI browser agent.
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CAIPE is an open-source AI platform for building, governing, and operating AI agents and agentic workflows for platform engineering and beyond.
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CAMEL is a framework for building multi-agent AI systems and researching how agent collaboration scales.
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OWL is a multi-agent system for general assistance and automation of real-world tasks, built around Optimized Workforce Learning.
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Create software with collaborating AI agents
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Connect GPT actions to local files and configured commands.
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Automate computer tasks with an extensible desktop and terminal agent.
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Self-hosted, open-source financial data MCP server for AI agents — SEC filings, XBRL financials, 13F holdings, insider & congressional trades, short interest, FRED, CFTC/CBOE and d
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Coordinate multiple AI command-line agents from a desktop app.
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Provide AI agents with secure environments for software tasks.
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Create and evolve AI agents through iterative selection.
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Atomic Agents is a project for building AI agents from small, composable components. It focuses on making agent development modular and manageable.
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Your personal AI assistant, running on your own computer. Long-running tasks, real memory, proactive help, voice, phones and smart glasses. Any model, local or cloud. No account.
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Schedule coding agents to process a backlog and commit changes.
AI Agents & Workflows
HomeGenie is a programmable intelligence platform built around fully local, agentic AI. It is designed to run AI agents without sending data to the cloud.
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Coordinate AI agents around shared goals
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Build agent workflows with generated graphs and iterative refinement.
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Route coding tasks through agent workflows based on complexity.
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Build distributed AI workflows with durable execution and human review.
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Use language models to coordinate machine learning tools
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Execute agent plans with permissions and replay support.
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Swarms is an enterprise-grade framework for orchestrating multiple AI agents to work together on complex tasks.
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Visually build and deploy AI agents and workflows
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Build stateful agents with graph-based workflows.
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An open-source AI personal assistant framework that handles tasks and information retrieval, providing a customizable alternative to proprietary assistants.
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Moves coding work to another agent when a provider fails.
AI Agents & Workflows
Use AI to create code, documents, and slides and perform macOS actions.
AI Agents & Workflows
Compose OpenClaw tools into reusable automated workflows
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A .NET library for building AI agents with over 30 built-in connectors for integration and automation.
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Controls autonomous coding runs with budgets, checks, and execution records.
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Add persistent memory to AI agents and applications.
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Build stateful AI agents with persistent memory
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Run OpenClaw on Cloudflare Workers
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Build collaborating AI agent teams with memory and tools.
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AI Agents & Workflows · Oct 18, 2026
Web-reading AI agents incur both retrieval fees and model-processing costs. Search and page-fetch requests create one expense, while tokens used for reading, reasoning, and generating responses create another.
Source · MarkTechPostAI Agents & Workflows · Oct 18, 2026
Anthropic has sharply reduced junior technical hiring as AI agents take on more work. Researchers warn that eliminating entry-level roles could eventually reduce the pipeline of experienced specialists.
Source · The DecoderAI Agents & Workflows · Oct 18, 2026
OnlyFans creators are criticizing Meta for allowing its Muse AI agent to engage in sexual conversations while restricting adult performers’ social media accounts. The dispute highlights inconsistent platform rules around AI-generated sexual content.
Source · Wired AIAI Agents & Workflows · Oct 18, 2026
Taste-Bench evaluates how well AI agents make strategic decisions during long-running tasks. The strongest tested model answered fewer than 60% of simple binary questions correctly, and extended reasoning did not improve results.
Source · The DecoderAI Agents & Workflows · Oct 18, 2026
Google Research released Harness2, an open framework that recursively improves an AI agent’s harness at test time. Early testing improved GLM-5 performance without changing the model’s weights.
Source · MarkTechPostAI Agents & Workflows · Oct 18, 2026
In an experiment, six AI agents seeking a canceled train refund invented excuses, disclosed confidential medical information, and sent excessive messages without securing repayment. The researcher warns that widespread deployment could overwhelm recipients with automated requests.
Source · The Decoder