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AI Coding Guides

Smart AI Coding Workflows
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November 2025 Edition

AI Coding Guide

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

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A June 2026 roundup of free & cheap AI coding resources — Poolside, Mistral Vibe CLI, Nvidia NIM, and budget picks like Minimax, Deepseek v4, and StepFun Flash.

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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

About This Publication

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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