See what every agent did, step by step.
Trace runs, planner decisions, skill activations, tool calls, knowledge access, logs, outputs, errors, retries, approvals, and replays across every execution environment.
Agent execution is not just request and response.
Agents make intermediate decisions, call tools, activate skills, query knowledge, create side effects, and run across different environments. Teams need to inspect the path between input and output.
Every run becomes an inspectable timeline.
sypho captures the full execution path for every run. Teams can inspect what happened, when it happened, and why decisions were made.
Debug failures without guessing.
When an agent fails, sypho shows the deployment, runner, inputs, selected skills, knowledge access, tool arguments, tool results, logs, and error path that led to the outcome.
Connect behavior back to versions and policy.
Every trace connects to the deployment version, runtime configuration, skills, knowledge scopes, policies, and environment that produced it.
Why teams observe agents through sypho.
Step-by-step visibility
Inspect the full execution path, not only the final answer.
Faster debugging
Find failing tools, missing context, policy blocks, and runtime errors.
Tool accountability
See which tools were called, with what arguments, and what they returned.
Skill and knowledge insight
Understand which skills and context influenced the run.
Replay and audit
Review behavior, reproduce failures, and connect outcomes to deployment versions.
Understand what your agents actually did.
Join the sypho waitlist and help shape observability for production agents.