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The PAOVR Loop — the Plan → Act → Observe → Verify → Repair control loop for production AI agents

September 11, 202620 min read

The PAOVR Loop: The Real Agent Loop That Actually Finishes Jobs

Stop building agents that narrate completion. A production-grade field guide to loop engineering, JSON contracts, and reliable AI systems.

AIAgentsWeb Development

Master Prompts in 2026 - Production guide to prompt engineering, LLM orchestration, and agent loops

September 2, 202625 min read

Master Prompts in 2026: Stop Prompting Like It's 2023

Production guide to master prompts, LLM orchestration, agent loops, and prompt engineering for production — with JSON contracts, verification, RAG-aware context, and eval that survives model swaps.

AIPrompt EngineeringAgents

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