Skip to main content

AI Coding Guides

Smart AI Coding Workflows
RSS
~/aiguide

$ cat README.md

# 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.

$ _

[HN] Featured on Hacker News → discussion

guides/

$ ls -la guides/

total 7
drwxr-xr-x  user  staff  guides/
-rw-r--r--  2026-06-07  06072026/
-rw-r--r--  2026-05-15  05152026/
-rw-r--r--  2026-03-02  03022026/
-rw-r--r--  2026-02-04  02042026/
-rw-r--r--  2025-12-09  12092025/
-rw-r--r--  2025-09-01  09012025/
-rw-r--r--  2025-07-01  07012025/

AI Coding Guides

infoblogs/

$ ls -la infoblogs/

total 3
drwxr-xr-x  user  staff  infoblogs/
drwxr-xr-x  2026-05-29  coding_file_edits/  # Deep Dive
drwxr-xr-x  2026-05-29  coding_agents/  # Deep Dive
drwxr-xr-x  2026-02-12  purpose_driven_development/  # Idea

Deep Dives & Playbooks

./infoblogs/coding_file_edits/

📝 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, Goose, OpenHands, Pi, Pochi, Qwen Code, Wintermolt, Zaica, and more — actually edit files in your codebase.

./infoblogs/coding_agents/

🤖 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, Codex CLI, Wintermolt, Zaica, Goose, Dirac, Open Claude Code, Reasonix, CodeWhale, and CheetahClaws are built: tool systems, model plumbing, prompt caching, context compaction, web research, shell execution, MCP handling, and architectural tradeoffs.

./infoblogs/purpose_driven_development/

🧭 Purpose Driven Development

// Notes on using short purpose sentences to keep coding agents on track.

config.json
{
  "topics": {
    "core_workflows": [
      "Browser-only AI setups",
      "Safe file sharing with AI",
      "Prompting and context patterns",
      "Debugging and refactor flows"
    ],
    "budget_scaling": [
      "Free-tier and cheap models",
      "Mixing web chats + VS Code",
      "Async agents and queues",
      "Keeping costs under control"
    ]
  }
}
subscribe.sh

$ export EMAIL=

git remote add origin