Flowlines

Flowlines is an observability and memory platform built for production AI agents. It detects agent drift, context loss, and user frustration from real-time traces, then fixes agent behavior automatically using structured memory. The platform offers a two-line SDK install that turns every agent call, prompt, tool use, and decision into a structured execution graph for replay and inspection. Flowlines extracts typed, scoped, and versioned memory from every trace, including user preferences, constraints, and task state, which it injects into future agent calls. Behavioral signals analyze patterns across sessions, and when Flowlines identifies a correlation, it presents statistical proof and suggests a targeted fix. The three-layer architecture converts raw traces into structured memory for self-improving agents. Flowlines is available for free.