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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.

7 Guides
$0 Cost Focus
100% Free to Read

AI Coding Guides

Deep Dives & Playbooks

Deep Dive
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How Agent Harnesses Edit Files

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

Deep Dive
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Agent Harness Field Guide

A deep dive into how Pochi, Neovate Code, Mux, Crush, Kimi Code CLI, Qwen Code, OpenHands, Claude Code, DeerFlow, Hermes Agent, Pi Mono, OpenCode,...

What you'll learn

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Browser-only AI setups

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Safe file sharing with AI

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Prompting and context patterns

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Debugging and refactor flows

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Free-tier and cheap models

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Mixing web chats + VS Code

Async agents and queues

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Keeping costs under control

These guides document my real-world experiments using AI coding tools like Claude, ChatGPT, Gemini, and VS Code agents on a tight budget. Everything here is free to read, and I update it as the tools and pricing change.

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