My AI Agent Was Escalating Every Contract. One Decision Layer Fixed It 📑🤖📑🤖

May 26, 2026 · Dev.to

AI Memory Needs an Authority Policy, Not Just More Context
When records conflict, the agent needs explicit rules for which one is allowed to steer the answer. Long-running AI syst
Your recurring scraper is re-downloading data that didn't change. Here's the 15-line fix (conditional GET)
Note: This is a cross-post. Canonical version (full long-form) lives on my blog: https://blog.spinov.online/blog/ethical
RAG vs Fine-Tuning- Choosing Right Strategy for Modern AI Applications
AI applications go beyond conversational chatbots and general use cases. Companies want their AI models to have industry
How to Fix Tool-Use Loops in Autonomous Coding Agents
Last month I was helping a friend debug their autonomous coding agent. It had been "working" on a task for 47 minutes, b
AI Metrics Decoded: From Parameters to TOPS
AI Metrics Decoded: The Numbers That Actually Matter in Production Why You Need to Know This (Before Your First Producti