Profile & Fingerprint: LLM Agent Behavioral Drift Sebastian Bąkała May 19, 2026 15 min read An LLM agent's config is a graph of components, each silently able to change behavior. A Profile (series of Evals) and Fingerprint catch drift. kagentagentevalsagent observabilitykubernetesfingerprintprofiles