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AI Coding Guides

Smart AI Coding Workflows
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How I code with AI on a budget/cheap

Budget-friendly AI development workflows and coding guides. Free and low-cost tools, real workflows, and evolving playbooks.

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Deep Dives & Playbooks

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How Agent Harnesses Edit Files

Deep Dive

A field guide to how agent harnesses — Cline, Codex, OpenCode, ADK-Rust, Reasonix, CodeWhale, CheetahClaws, Oh My...

10 pages
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Agent Harness Field Guide

Deep Dive

A deep dive into how Pochi, Neovate Code, Mux, Crush, Kimi Code CLI, Qwen Code, OpenHands, Claude Code, DeerFlow,...

33 pages

What you'll learn

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Core workflows

  • Browser-only AI setups
  • Safe file sharing with AI
  • Prompting and context patterns
  • Debugging and refactor flows
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Budget & scaling

  • Free-tier and cheap models
  • Mixing web chats + VS Code
  • Async agents and queues
  • Keeping costs under control

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