Tagged: Production

Graphiti in production on FalkorDB or Neo4j, from graphs I run: one embedding model on two Ollama builds agreed at cosine 0.80. The checklist that followed.

Memory, approvals, sandboxing and rollback separate a production system from a demo. Three of them are configuration in your workflow tool. The fourth is architecture.

Three bugs over two months, one usage-limit reset for every Pro subscriber. The postmortem reads like a free audit checklist for any production agent harness.

How to choose an LLM for production workloads. 7 selection criteria, a decision tree, an evaluation process, and a requirements checklist from real deployments. Download the free AI Automation Checklist.

Compare n8n executions, Zapier tasks, and Make credits on the same workflow. See how loops, retries, and self-hosting change the real bill.

Production AI agent architecture patterns: router-planner-executor, ReAct, Reflexion, tool design, state, and testing. The playbook for agents that survive real traffic.