How I Tamed Chaotic AI Coding with Simple Workflow Commands @DevOpsToolkit
How I Tamed Chaotic AI Coding with Simple Workflow Commands  @DevOpsToolkit
Uploaded September 2025 | Updated September 2026, 1 day ago
Tired of AI coding agents that jump between tasks chaotically and lose track of context? This video demonstrates a complete systematic workflow for AI-assisted development that keeps both you and your AI agent focused and organized from initial idea through production deployment.

I'll walk you through my entire PRD-based development system, showing real implementation of a complex feature from start to finish. You'll see how to create comprehensive technical requirements with AI analysis, track progress systematically, handle inevitable plan changes, prioritize tasks intelligently, and complete features with full traceability. The workflow uses simple MCP commands like `/prd-create`, `/prd-next`, `/prd-update-progress`, and `/prd-done` to guide systematic development without requiring complex external tools. By the end, you'll understand how to transform chaotic AI coding sessions into structured, professional development workflows that actually ship reliable software.

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Sponsor: OutSkill
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#AICoding #PRDWorkflow #ClaudeCode

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▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬
➡ Transcript and commands: https://devopstoolkit.live/development/how-i-tamed-chaotic-ai-coding-with-simple-workflow-commands
🔗 DevOps AI Toolkit: github.com/vfarcic/dot-ai
🎬 Stop Wasting Time: Turn AI Prompts and Context Into Production Code: youtu.be/XwWCFINXIoU

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If you are interested in sponsoring this channel, please visit https://devopstoolkit.live/sponsor for more information. Alternatively, feel free to contact me over Twitter or LinkedIn (see below).

▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬
➡ BlueSky: https://vfarcic.bsky.social
➡ LinkedIn: linkedin.com/in/viktorfarcic

▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬
🎤 Podcast: devopsparadox.com
💬 Live streams: youtube.com/c/DevOpsParadox

▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬
00:00 Introduction
01:50 AI Development Workflow
05:03 Outskill (sponsor)
06:25 Create PRDs with AI
12:27 Find Active PRDs with AI
14:17 Start PRD Implementation with AI
18:21 Track Development Progress with AI
20:50 AI Task Prioritization
22:41 Update PRD Decisions with AI
24:56 Complete PRD Workflow with AI
28:44 Key Takeaways
How I Tamed Chaotic AI Coding with Simple Workflow CommandsIs Jenkins Dead? No, And Thats Much WorseHow to Run MCP Servers: Docker vs Kubernetes vs Cloud PlatformsWhy Kubernetes Discovery Sucks for AI (And How Vector DBs Fix It)LLM Inference Explained: 12 Concepts You Actually Need to KnowTerminal Agents: Codex vs. Crush vs. OpenCode vs. Cursor CLI vs. Claude CodeWhy Your Infrastructure AI Sucks (And How to Fix It)One Control Plane for Every GPU Cluster (Modelplane)Mirrord Magic: Write Code Locally, See It Remotely!DevOps & AI AMATesting AI Agents: Production IS Your TestDistributed Tracing Explained: OpenTelemetry & Jaeger Tutorial
DevOps & AI Toolkit |

How I Tamed Chaotic AI Coding with Simple Workflow Commands

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