Observability and Intelligence
for Agentic Workflows

See what your agents do in production. Learn which models work best. Enable agents to coordinate and optimize themselves.

Built for multi-agent systems running at scale.

Get Started Free View Docs

What Kalibr Does

Observability

Track complete agent workflows—not just API calls. See every model hop, tool invocation, and decision across your entire system.

• Complete workflow visibility

• Cross-model execution tracking

• Cost attribution by workflow

• Real-time performance metrics

Intelligence

Learn from patterns across thousands of workflows. Know which models work best, which routing strategies succeed, where failures happen.

• Pattern detection across workflows

• Model performance insights

• Cost optimization recommendations

• Failure analysis and prevention

Coordination

Enable agents to learn from each other. Agents see what other agents did and optimize based on past patterns—automatically.

• Agents share execution context

• Automatic workflow optimization

• No manual handoff code

• Self-improving systems

How It Works

1

Simple Integration

Install the SDK, add one import, set your API key. Every LLM call is automatically tracked—no refactoring required.

2

Complete Visibility

See entire agent executions with all models, tools, costs, and decisions—not just isolated API calls.

3

Agents Learn

Agents access execution data to make informed decisions—which models to use, which strategies work, how to optimize costs.

4

Continuous Improvement

Systems get smarter over time by learning from production patterns and optimizing themselves automatically.

Built for Multi-Agent Systems

Workflow-Level Tracking

See complete agent workflows with all models, tools, and decisions—not isolated API calls.

Cross-Model Visibility

One workflow uses OpenAI, Anthropic, and Google? We track it all in a single unified view.

Multi-Agent Coordination

Agents access shared context and learn from each other's executions automatically.

Cost Attribution

Know exactly what each workflow, customer, and model costs. Optimize with real data.

Get Started Free

Start tracking your agent workflows in minutes. Free tier includes 10,000 traces/month.