Reliability
Operator notes tagged Reliability. Other clusters live on their own pages — no client filter.
ReliabilityWhy leads from your website never arriveAds are live, analytics looks healthy, the CRM is empty. The leak is usually the delivery chain from the form to the desk — not the traffic.Read →ReliabilityThe chatbot went silent: debugging failures that produce no errorProcess up, logs clean, bot silent. Messenger bots fail without an exception. An external ping notices before a customer has to.Read →ReliabilityAI Agent Drift: The Five Failure Layers, DiagnosedAI agent drift isn't one bug — it's five distinct failures in five harness layers. We run 10+ agents in production. Find the layer first, then fix it.Read →ReliabilityAI Agent Forgets Context Between Sessions — Why & the FixYour AI agent forgets everything between sessions because working memory dies at the session boundary. The three-case test for what to write down — and what not to.Read →ReliabilityAI Agent Infinite Loop: Fix the Death Spiral — Diagnose ItCursor or Claude Code agent stuck in a retry loop, editing the same file, burning tokens going in circles? Three signs, the math behind it, and a 4-rule fix.Read →ReliabilityHow Big Should a .cursorrules / CLAUDE.md File Be?How big should .cursorrules, CLAUDE.md, or AGENTS.md be? Two numbers to measure today, the lost-in-the-middle myth tested, and a refactor that lifted task success 45%→72%.Read →ReliabilityWhy an AI agent works one day and not the next: drift at the harness levelAn agent that worked yesterday can quietly do the wrong thing today. That is harness-level drift: the world moved, the instruction did not.Read →ReliabilityAI, agentic system, autonomous agent: three levels of automation for an ownerAn owner who asks for AI may mean a chatbot, a scripted fleet, or a digital employee. Three levels, and which one to start with.Read →