# AI Agents (MoC)
## Overview
Notes about AI agents.
## Notes
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- [[2026-05-04 Heavy AI Agents Are an Anti-Pattern]]
- [[2026-05-06 Eight Mechanisms Keep OSK v4 AI Robust at Scale]]
- [[2026-05-18 Claude Code Agent View - One Screen for Background Sessions]]
- [[2026-06-02 HTML Anything Prompts to Raw HTML and CSS]]
- [[2026-06-02 Open Design An AI-Native Design Platform]]
- [[2026-06-09 last30days - An Agent Skill That Searches People, Not Editors]]
- [[2026-08-01 Kimi K3, Qwen 3.8, and a Week That Reset the Open-Weight Frontier]]
- [[2026-08-21 GitHub Copilot gets sandboxing - local via MXC, cloud via ephemeral VMs]]
- [[2026-08-21 IntelliJ IDEA's MCP server gives agents the index and the debugger]]
- [[2026-08-22 My AI assistant is turning into an operating system]]
- [[2026-09-22 Claude Code Projects - stop managing sessions, talk to one agent]]
- [[2026-09-23 Introducing the Agentic Resource Discovery Server plugin for Obsidian]]
- [[2026-10-01 Claude Code context all - see exactly what eats your context window]]
- [[37signals AI Recommendations (2026-01)]]
- [[abtop]]
- [[AG-UI Protocol]]
- [[Agent Client Protocol (ACP)]]
- [[Agent Development Lifecycle (ADLC)]]
- [[Agent Host Protocol (AHP)]]
- [[Agent Plugins Specification]]
- [[Agent Reach]]
- [[Agent Registry (ARD)]]
- [[Agent System Engineering]]
- [[Agent Zero (AI)]]
- [[Agent-Native (Builder.io)]]
- [[Agent-Native Product Decomposition]]
- [[Agent2Agent Protocol (A2A)]]
- [[AgentBox]]
- [[Agentfiles plugin for Obsidian]]
- [[Agentic AI Foundation (AAIF)]]
- [[Agentic Community]]
- [[Agentic Context Engineering]]
- [[Agentic Engineering]]
- [[Agentic Era]]
- [[Agentic Knowledge Management (AKM)]]
- [[Agentic loops]]
- [[Agentic Resource Discovery Server plugin for Obsidian]]
- [[Agentic Resource Discovery Specification (ARD)]]
- [[AgentOS]]
- [[AgentRun]]
- [[Agents Mental Model]]
- [[AGENTS.md (File Convention)]]
- [[AgentsView]]
- [[AI Agent Distribution]]
- [[AI Agent Harness]]
- [[AI Agent Identity]]
- [[AI Agent Memory]]
- [[AI Agent Orchestration]]
- [[AI Agent Panels]]
- [[AI Agent Permissions]]
- [[AI Agent Portability]]
- [[AI Agent Routing]]
- [[AI Agent Skills]]
- [[AI Agent Skills in Chrome]]
- [[AI Agent Swarms]]
- [[AI Agents]]
- [[AI Assistant Architecture]]
- [[AI Catalog (ai-catalog.json)]]
- [[AI Coding Maturity Levels]]
- [[AI Guardrails]]
- [[AI Master Prompt]]
- [[AI Observability]]
- [[AI Red Teaming]]
- [[AI Skill Best Practices]]
- [[AI Skill Composability]]
- [[AI Skill Distribution]]
- [[AI Skill Portability]]
- [[AI Skill Portability Checklist]]
- [[AI Skill Resilience]]
- [[AI Skill Scoping]]
- [[AI Skill Supply Chain Security]]
- [[AI Skill Testing]]
- [[AI Skill Versioning]]
- [[AI skills operationalize passive knowledge]]
- [[AI Subagents]]
- [[AI Tool Use]]
- [[Aider]]
- [[Ambient Programming]]
- [[Analog Reading, Digital Knowledge - The Full Pipeline From Paper Notes to AI Skills (Article)]]
- [[Antigravity 2.0]]
- [[Antigravity CLI]]
- [[Antigravity SDK]]
- [[ARD Discovery Mechanisms]]
- [[ARD Federation]]
- [[ARD Trust Manifest]]
- [[ARD URN Identifier]]
- [[Arscontexta plugin for Claude Code]]
- [[arXiv AI Skill]]
- [[Ash]]
- [[asm (AI)]]
- [[AutoGPT]]
- [[Awesome GitHub Copilot]]
- [[Barrel Pattern]]
- [[Beads]]
- [[Beads Viewer]]
- [[BMad Method]]
- [[Brian Madison]]
- [[Buzz]]
- [[Caveman AI Skill]]
- [[Challenges in Managing AI Agent Swarms]]
- [[Chartr]]
- [[Chatbase]]
- [[Claude Account Switcher]]
- [[Claude Code]]
- [[Claude Code Agent Teams]]
- [[Claude Code Agent View]]
- [[Claude Code Artifacts]]
- [[Claude Code Auto Mode]]
- [[Claude Code Channels]]
- [[Claude Code Projects]]
- [[Claude Code Routines]]
- [[Claude Code Skills]]
- [[Claude Code Web]]
- [[Claude Cowork]]
- [[Claude Dynamic Workflows]]
- [[Claude in Chrome]]
- [[Claude Managed Agents]]
- [[Claude Managed Agents Dreams]]
- [[Claude Managed Agents Environments]]
- [[Claude Managed Agents Events]]
- [[Claude Managed Agents Memory Stores]]
- [[Claude Managed Agents Multi-Agent]]
- [[Claude Managed Agents Outcomes]]
- [[Claude Managed Agents Sessions]]
- [[Claude Managed Agents Tools]]
- [[Claude Opus 4.8 and Dynamic Workflows]]
- [[Claude Science]]
- [[Claude Tag]]
- [[claude-hook-utils]]
- [[Cline]]
- [[Cloudflare Artifacts]]
- [[Cloudflare CLI]]
- [[Cloudflare Forge]]
- [[Cloudflare Mesh]]
- [[Cloudflare Temporary Accounts]]
- [[Cloudflare Wallets]]
- [[CocoIndexCode]]
- [[Code Mode MCP Pattern]]
- [[Code Review Graph]]
- [[CodeGraph]]
- [[Coder]]
- [[Codex App]]
- [[Codex CLI]]
- [[Codex Cloud]]
- [[Codex IDE Extension]]
- [[Codex Security plugin]]
- [[Coding Agent Session Search (cass)]]
- [[Composer 2]]
- [[Composer 2.5]]
- [[Context Engineering]]
- [[Cook (Orchestration CLI)]]
- [[Cook AI Agent]]
- [[Countries and Cities Landmark Images AI Skills]]
- [[Crabbox]]
- [[Cursor]]
- [[Cursor Agent Mode]]
- [[Cursor Agent Swarms]]
- [[Cursor Automations]]
- [[Cursor Blame]]
- [[Cursor CLI]]
- [[Cursor Cloud Agents]]
- [[Cursor Hooks]]
- [[Cursor Memories]]
- [[Cursor Multi-Agents]]
- [[Cursor Skills]]
- [[Cursor Subagents]]
- [[DESIGN.md Specification]]
- [[Devin]]
- [[Dify]]
- [[Distinction between AI Agents and Automation Workflows]]
- [[Docker Agent]]
- [[Docker Compose for AI]]
- [[Docker Sandboxes]]
- [[Dots (AI)]]
- [[DrSkill]]
- [[DSLs Make LLM Output Reliable]]
- [[DSPy]]
- [[Dust.tt]]
- [[Ephemeral Environments]]
- [[execd daemon]]
- [[Fabro]]
- [[Factory AI]]
- [[fast-jev-compaction]]
- [[FastContext]]
- [[FastMCP]]
- [[Find animation opportunities AI skill]]
- [[From Smart Notes to AI Skills]]
- [[Garmin AI Skill]]
- [[Gas City]]
- [[Gas Town]]
- [[Gemini CLI]]
- [[Gemini Spark]]
- [[Gemma AI Skills]]
- [[GEPA]]
- [[GitHub Agent HQ]]
- [[GitHub Copilot]]
- [[GitHub Copilot App]]
- [[GitHub Copilot Canvases]]
- [[GitHub Copilot CLI]]
- [[GitHub Copilot Managed Settings]]
- [[GitHub Copilot MCP Registry]]
- [[GitHub Copilot Sandboxing]]
- [[GitHub Copilot SDK]]
- [[GitHub Copilot Vision]]
- [[Google AI Skills]]
- [[Google Antigravity]]
- [[Google Cloud Knowledge Catalog]]
- [[Google Jules]]
- [[Goose]]
- [[Gordon (Docker AI Agent)]]
- [[Graphify]]
- [[Grok Bot]]
- [[Grok Build]]
- [[Harness Engineering]]
- [[Headroom]]
- [[Heavy AI Agents Are an Anti-Pattern - Why Fewer Agents With More Skills Wins (Article)]]
- [[Herdr]]
- [[Hermes]]
- [[Hermes Agent]]
- [[Hermes Agent Self-Evolution]]
- [[Honcho]]
- [[How I Build AI Skills That Actually Work (Article)]]
- [[How to Build AI Skills to Automate Processes]]
- [[How to create your Business AI Master Prompt]]
- [[How to create your Personal AI Master Prompt]]
- [[How to structure your AI Master Prompt]]
- [[HTML Anything]]
- [[HTTP Payments Protocol (x402)]]
- [[Hubble]]
- [[Human-AI Collaboration Patterns]]
- [[HumanLayer]]
- [[HyperFrames]]
- [[Intelligent Terminal]]
- [[Intent Engineering]]
- [[IsItAgentReady]]
- [[JCode]]
- [[JetBrains Air]]
- [[JetBrains Context]]
- [[jev-mcp]]
- [[Kanbots]]
- [[Kimi CLI]]
- [[Kimi Code]]
- [[Kimi K2.5]]
- [[Kimi K2.6]]
- [[Kimi K3]]
- [[KiteSurf]]
- [[Koog]]
- [[LangChain]]
- [[LangFlow]]
- [[LangGraph]]
- [[Le Chat Work Mode]]
- [[Lethal Trifecta for AI Agents]]
- [[Lindy]]
- [[Linear]]
- [[LiteLLM Agent Control Plane]]
- [[LM Studio Bionic]]
- [[Loops (Agent Loop Gallery)]]
- [[Make (AI)]]
- [[Manus]]
- [[Mario Zechner]]
- [[Markdown-based Installation (MD Scripts)]]
- [[Maryam Miradi]]
- [[Mastra Agents]]
- [[Mastra AI]]
- [[Mastra Evals]]
- [[Mastra Harness]]
- [[Mastra Memory]]
- [[Mastra Observability]]
- [[Mastra RAG]]
- [[Mastra Studio]]
- [[Mastra Tools]]
- [[Mastra Workflows]]
- [[MCP Gateway Registry]]
- [[Microsoft Agent Framework]]
- [[Microsoft AI Agent Governance Toolkit]]
- [[Microsoft eXecution Container (MXC)]]
- [[Microsoft Teams AI Agents]]
- [[MiniMax Agent]]
- [[Mistral Remote Agents]]
- [[Mistral Vibe]]
- [[Mistral Vibe CLI]]
- [[Model routing]]
- [[Multi-Agent Portability]]
- [[Multi-Agent System (MAS)]]
- [[Multica]]
- [[NanoClaw]]
- [[Nessie Labs]]
- [[Notion Agents]]
- [[Notis]]
- [[NVIDIA SkillSpector]]
- [[NVIDIA VoiceChat-11B]]
- [[Obsidian AI Skills by Steph Ango]]
- [[Obsidian Starter Kit - System - AI Assistant System]]
- [[Odysseus (AI)]]
- [[Odysseus Deep Research]]
- [[Odysseus Email Assistant]]
- [[OfficeCLI]]
- [[Ona]]
- [[Open Code Review (Alibaba)]]
- [[Open Design]]
- [[Open Knowledge Format (OKF)]]
- [[OpenAI Agents API]]
- [[OpenAI Agents SDK]]
- [[OpenAI Codex]]
- [[OpenBot]]
- [[OpenClaude]]
- [[OpenClaw]]
- [[OpenClaw ACP Agents]]
- [[OpenClaw Channels]]
- [[OpenClaw Gateway]]
- [[OpenClaw Hooks]]
- [[OpenClaw Memory System]]
- [[OpenClaw Mission Control Dashboards]]
- [[OpenClaw Multi-Agent Routing]]
- [[OpenClaw Nodes]]
- [[OpenClaw Skills]]
- [[OpenClaw Standing Orders]]
- [[OpenClaw Sub-Agents]]
- [[OpenCode]]
- [[OpenHands]]
- [[OpenHarness]]
- [[OpenMontage]]
- [[OpenSandbox]]
- [[OpenSandbox Credential Vault]]
- [[OpenSandbox Sandbox Protocol]]
- [[OpenSRE]]
- [[OpenWiki (AI)]]
- [[OpenWork]]
- [[Orbit Agents]]
- [[Ori Eval]]
- [[osb CLI]]
- [[OWASP MCP Security Taxonomy]]
- [[Paperclip (AI Agent Orchestration)]]
- [[Paseo]]
- [[Personal AI Infrastructure]]
- [[Pi Mono]]
- [[Polygraph (AI)]]
- [[Ponytail (AI)]]
- [[Prompt injection]]
- [[Pydantic AI]]
- [[qm (Y Combinator)]]
- [[quotawake]]
- [[Ralph Loop]]
- [[Ralph TUI]]
- [[Ralph Wiggum Technique]]
- [[Readwise AI Skills]]
- [[Reward Hacking]]
- [[Roo Code]]
- [[Rowboat]]
- [[Ruflo]]
- [[Sandcastle (AI)]]
- [[Scholar AI Skill]]
- [[Serena]]
- [[Shepherd (AI)]]
- [[Skill Cabinet]]
- [[Skills.sh]]
- [[Slack Code]]
- [[Software Design Patterns for AI Skills and Agents]]
- [[Spiral (AI)]]
- [[Steve Yegge]]
- [[Strands Agent Loop]]
- [[Strands Agents]]
- [[Strands Agents Shell]]
- [[Strands Context Management]]
- [[Strands Hooks]]
- [[Strands State]]
- [[Superset]]
- [[SWE-Bench]]
- [[Technical Documentation AI Skill]]
- [[Terragon]]
- [[tmux-ide]]
- [[treg]]
- [[TrueForge]]
- [[Types of Context for AI Agents]]
- [[Using LLM Wikis to Prepare Courses]]
- [[Vellum]]
- [[Vercel DeepSec]]
- [[Vercel Eve]]
- [[Vercel fx]]
- [[Vercel Open Agents]]
- [[Vercel Sandboxes]]
- [[Vibe Coding]]
- [[Vox Director]]
- [[Warden]]
- [[Warden CLI]]
- [[Warp]]
- [[webctl]]
- [[WebMCP]]
- [[Webwright]]
- [[Why Humans Are the Bottleneck in AI Agent Swarms and What We Can Do About It (Article)]]
- [[Why Your AI Skills Break on Other Machines (Article)]]
- [[Windsurf]]
- [[Your AI Doesn't Know You - Why PKM Is the Missing Foundation for AI Agents (Article)]]
- [[Zapier Agents]]
- [[ZCode]]
- [[ZeroClaw]]
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## Quotes
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- [[AI agents are only as good as the knowledge systems they operate on]]
- [[If you let your AI agents use skills you have not read, it's exactly like running unknown programs as root, but with potentially much worse risks]]
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