Watch your agents in real time. Every call, every decision, every millisecond.
Every agent action generates a structured trace — capturing the full call graph, tool invocations, model calls, latency at each step, and the complete input/output payload. Traces are stored immutably and indexed for instant search.
Every model invocation emits structured, queryable logs capturing token counts, cost, latency, model version, and the full prompt/response pair. Filter, search, and export logs for debugging, cost attribution, and compliance.
For models that expose chain-of-thought, Varman captures and stores the full reasoning trace — every thought step, intermediate conclusion, and decision branch. Understand not just what your agent did, but why it did it.
I need to check if the output contains personally identifiable information before returning it to the user.
Scanning for: email patterns, phone numbers, SSN formats, credit card patterns...
Found 3 email addresses in the response. These must be redacted per policy DATA-PII-001.
Applying redaction. Original preserved in audit log. Returning sanitized output.
Rewind and replay any agent session step-by-step — scrub to any point in time, inspect the exact state at each step, and reproduce issues deterministically. Like a DVR for your AI agents.
Every action taken by every agent is written to an immutable, cryptographically-signed audit log. Query, export, and present audit data to compliance teams, auditors, and regulators with confidence.
Connect Varman to your AI infrastructure in minutes. Full observability, zero code changes required.