Just Talk To It - the no-bs Way of Agentic Engineering

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A developer shares their evolved workflow for AI-assisted coding, focusing on practical approaches over complex tooling. They use multiple parallel instances of OpenAI's codex CLI as their primary development environment, running 3-8 agents simultaneously in the same codebase. The author advocates for simplicity: direct

23m read timeFrom steipete.me
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Table of contents
Context & Tech-Stack #Harness & General Approach #Model Picker #How I write prompts #Web-Based Agents #The Agentic Journey #But Claude Code can Background Tasks! #What about MCPs #But the code is slop! #Do you do spec-driven development? #Show me your slash commands! #What other tricks do you have? #How does your Agents/Claude file look like? #So GPT-5-Codex is perfect? #Conclusion #

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