INTEGRATION / FRAMEWORKS

Know what every agent in the crew is doing.

A crew of agents delegating to each other is powerful — and completely opaque when something goes wrong. Obsivara traces every agent's tasks, every delegation, every tool call, and every model invocation, so you can see the crew work instead of guessing.

CrewAIEXAMPLE
AGENT RUNS TRACED / 24H3,184
STEPS PER RUN (AVG)11.4
LOOPS FLAGGED / 24H6
ILLUSTRATIVE · EXAMPLE DATA
WHAT YOU GET

CrewAI, fully observable.

Per-agent task tracing

Each agent's tasks traced end to end: the instructions it received, the tools it used, the output it produced, and how long it took.

Delegation flow visibility

See the full chain of agent-to-agent delegation, where handoffs added value, and where they just added tokens.

Crew-level cost breakdown

Cost attributed per agent, per task, and per crew run — find out which agent burns 70% of the budget and whether it earns it.

Failure and retry analysis

Failed tasks, retries, and tool errors classified and grouped, so recurring crew failure patterns get fixed once instead of debugged repeatedly.

HOW TO CONNECT

Three steps. No code changes.

1STEP 01

Add the Obsivara instrumentation

Drop Obsivara's tracer into your CrewAI project — a few lines of setup, no changes to agents, tasks, or crews.

2STEP 02

Crews report in automatically

Every crew run streams to Obsivara with agent-level traces, delegation maps, and cost.

3STEP 03

Set crew budgets and alerts

Per-crew cost caps, task-duration limits, and failure-rate alerts keep autonomous crews inside guardrails.

WHAT WE MONITOR

Signals tracked out of the box.

  • Task duration and status per agent
  • Delegation chains between agents
  • Tool invocations and error rates
  • Tokens and cost per agent and task
  • Retry loops and stuck tasks
  • Crew run success rate over time
INTEGRATION FAQ

Common questions.

Does Obsivara change how my crews execute?

No. Instrumentation is observe-only — Obsivara records what happens; it never alters delegation, task order, or model calls.

Can I compare different crew configurations?

Yes. Run variants side by side and compare cost, duration, and success rate per configuration on real workloads.

What happens when a crew gets stuck?

Obsivara flags stalled tasks and abnormal retry loops in real time, with the full trace showing exactly which agent and which step stalled.

Connect CrewAI in minutes.

No credit card · 5-minute setup