AI guides
Practical manuals for coding agents, model gateways, and running open models locally. Choose a guide to get started; a guide with child articles opens them in place.
OpenCode coding agent
Terminal coding agent, Console free tier, local Ollama, pay-as-you-go.
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OpenCode install
Script, npm, Homebrew, AUR, Docker and the desktop app.
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OpenCode agents
Agent files, frontmatter, permissions and four examples.
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Free OpenCode model
The current pick, fallback order and how to check an id.
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Models in OpenCode
The trio, ids, pinning, per-agent routing, cost control.
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OpenCode in Docker
Auto mode in a container that sees only one folder.
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Claude Code
Memory files, permissions, subagents, skills and MCP servers.
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Claude Code subagents
Agent files, frontmatter, tool limits and five examples.
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AI models
Families, price per 1M tokens, context, free vs paid vs local.
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GPT 6 Luna
The cheapest smart paid model: id, pricing and limits.
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Claude Opus 5.5
Top model for review: id, pricing and a read-only setup.
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Muse Spark 1.3
Paid id, pricing, skills fit and the retired free tier.
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OpenRouter model gateway
Account, API key, OpenAI-compatible API, OpenCode and VS Code setup.
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Qwen local models
Ollama, Transformers, vLLM, llama.cpp, plus LoRA and QLoRA fine-tuning.
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Crush coding agent
Hyper free tier, any provider key, sessions, MCP, LSP, crushrc.
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Writing skills
Format, triggers, examples, testing and sharing.
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Creating agents
The agent loop, tools, memory, from demo to production.
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Analyst agent
Logs and metrics into a decision memo, read-only.
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Researcher agent
A read-only subagent for sources, notes and reports.
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Agents and a human in one repo
Worktrees, branches, review and one writer per file.
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Agent setup audit
What was wrong or not followed, and every fix.
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AI security
Threat model, .env split, per-agent permissions, leak checklist.
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Deny rules
Keep agents away from logs, secrets and private data.
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Protected files
Every file the aredel deny and ask rules protect.
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The FTP password leak
How a password reached a free model, and what changed.
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File context with @
Attach files to a prompt, size limits, line ranges, secrets.
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Prompt engineering
Context, examples, constraints and iteration.
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RAG over your docs
Embeddings, chunks, when RAG beats fine-tuning.
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MCP tool servers
The standard plug shape for files, browsers and APIs.
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Ollama local models
Pull, run and serve open models on your machine.
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Ollama basics
Install, pull, serve, Modelfile and the HTTP API.
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