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"Don’t Outsource Your Thinking" to your Agent

6.7K views· 245 likes· 11:15· Jan 22, 2026

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AI coding agents can drastically speed up your workflow, but without the right habits, they often lead to "context rot" and unmaintainable code. This video breaks down 10 essential lessons from a year of AI development, teaching you how to plan, test, and manage your agents like a senior engineer. Stop "vibe coding" blindly and start building reliable systems with this structured approach. LINKS: https://teltam.github.io/posts/using-cc.html https://www.lighton.ai/lighton-blogs/rag-is-dead-long-live-rag-retrieval-in-the-age-of-agents Let's Connect: 🦾 Discord: https://discord.com/invite/t4eYQRUcXB ☕ Buy me a Coffee: https://ko-fi.com/promptengineering |🔴 Patreon: https://www.patreon.com/PromptEngineering 💼Consulting: https://calendly.com/engineerprompt/consulting-call 📧 Business Contact: engineerprompt@gmail.com Become Member: http://tinyurl.com/y5h28s6h 💻 Pre-configured localGPT VM: https://bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt: https://tally.so/r/3y9bb0 In this video, I discuss the pros and cons of using coding agents like Claude Code and share insights from my year-long experience with them. I highlight the importance of not outsourcing your thinking, emphasizing clear planning, incremental development, and test-driven practices. Learn how to manage context, utilize Git effectively, and leverage multiple models for better results. Join me as I share essential tips to maximize the benefits of AI coding agents while minimizing common pitfalls. 00:00 The Dual Nature of Coding Agents 00:26 The Hype and the Reality of AI in Coding 01:18 Lesson 1: The Core Principle: Don't Outsource Your Thinking 01:53 Lesson 2: Managing Context Effectively 02:35 Lesson 3: Planning Before Coding 03:38 Lesson 4: Incremental Development 04:13 Lesson 5: Treat AI as a Junior Developer 05:13 Lesson 6: Mastering Test-Driven Development 05:38 Lesson 7: Grounding Your Model 06:47 Lesson 8: Knowing When Not to Use Subagents 08:08 Lesson 9: Git as Your Safety Net 08:43 Lesson 10: Using Multiple Models for Better Results 09:34 Conclusion: The Virtuous Cycle of AI Development #vibecoding #agenticai #vibecode

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