[!] TOPIC ARCHIVE // #TOOLS
#Tools
All 17 guides, operator dossiers, and signals tagged with #Tools.
agent control under pressure
agent control is moving into the dull machinery: selective-attack evaluations, formal workflow checks, and edit tools with versioning and atomic writes.
agent surfaces need boundaries
Open CTFs are losing their human scoreboard, html-anything turns local agents into HTML production workers, and Zerostack compresses the coding-agent harness into an auditable Rust shell.
MCP servers
MCP servers as the tool connector layer of a Personal OS: what they expose, where risk lives, and how to keep receipts.
Claude Code
Claude Code as a Personal OS coding layer: where it fits, what state it owns, and which receipts keep it safe.
infrastructure designed for agents: from retrofit to native
how agent-first infrastructure differs from retrofitted automation; why this matters for sovereignty and iteration speed.
the personal AI stack: what you actually need
an opinionated minimum viable personal AI stack — what tools you actually need, what you can skip, and how they fit together.
Mem0
Mem0 — the open-source memory layer for AI agents. graph + vector memory, cross-session persistence, and why AI memory infrastructure matters.
Cursor
Cursor — the AI-powered IDE built on VS Code. agent modes, Tab completions, background agents, and the case for IDE-native AI coding.
Best MCP servers by job: browser, GitHub, files, docs, fetch
A practical MCP server shortlist for Claude Code: job, trust level, permission boundary, install source, and validation check.
best claude code plugins: the minimum viable stack
choose fewer, better Claude Code plugins. repo instructions first, one MCP server second, then plugins only for repeated jobs. selector matrix included.
Personal Search Tools
Build semantic search over your notes with embeddings, vector stores, and local-first tools. Complete tooling comparison.
Browser automation tools: Playwright vs Puppeteer vs browser-use
Choose the browser control surface by job: stable selectors, Chrome/CDP work, exploratory AI browser agents, or Playwright MCP for browser control inside a coding loop. Includes receipts and safety notes.
Vector Databases for Personal RAG
Compare Chroma, Qdrant, pgvector, and Pinecone for your personal knowledge system. Local-first options, setup guides, and honest costs.
Fabrizio Ferri-Benedetti treats docs as AI infrastructure
Fabrizio Ferri-Benedetti shows how technical writers can turn docs into AI-ready context, tests, tools, and safer prompts.
Personal AI OS tools: choose by layer, not hype
A practical chooser and registry for Personal AI OS tools: memory, retrieval, MCP connectors, browser agents, coding agents, workflow daemons, local runtimes, and user-owned stacks.
AI Coding Tools Comparison 2025
Claude Code vs Cursor vs GitHub Copilot vs Windsurf: pricing, features, and when to use each AI coding assistant
Tool Use Patterns: How LLMs Call External Tools
Function calling, MCP protocol, and ReAct patterns for AI tool use. Learn when to use each approach and how to implement them.