AI Tools Guide Hindsight
Why Do AI Agents Keep Relearning? Long-Term Memory with Hindsight
Hindsight adds persistent memory beyond recent chat and document search. This guide covers its workflow, local setup, and production safeguards.
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AI Tools Guide MiroFish
MiroFish Is Not an Oracle: A Multi-Agent Simulation as an Inspectable Decision Sandbox
MiroFish turns seed materials into a knowledge graph, runs a multi-agent social simulation, and produces scenario reports. This article explains its workflow and setup—and why its outputs should be treated as hypotheses to validate, not forecasts to trust.
AI LLMOps
MLflow: An Open-Source AI Engineering Platform from Experiment Tracking to LLM Observability
MLflow brings LLM／agent tracing, evaluation, prompt registry, AI Gateway, and the traditional ML lifecycle together in one open-source platform. This article verifies its capabilities against official sources and shows how to get started with a minimal example.