AI Agent

Oodle AI

Oodle AI provides agent observability with fast trace search, S3-based storage, and out-of-the-box insights to detect silent failures in AI agents.

What is Oodle AI?

Oodle AI is an observability platform designed for AI agents, offering fast trace search, cost-effective S3 storage, and built-in insights to detect failures.

Oodle AI vs Similar AI Tools

Pricing ModelFree, PaidFree, FreemiumFreeFree
Free Credits
Key Features
  • Fast search over traces with <1s P99 query time
  • S3-based storage at $10 per million spans
  • 100% trace retention without sampling
  • Multi-agent workflow with verification and self-healing
  • 50+ AI models auto-routed per agent
  • 1000+ OAuth2 app integrations
  • Seven breakable boxes covering OWASP Agentic Top-10 vulnerabilities
  • Three guided simulations for cascading failures, human-agent trust, and rogue agents
  • Network-isolated Docker containers for safe execution
  • Code-to-runtime reasoning across cloud, Git, and Kubernetes
  • Action-gate enforces read-only policy on every API call
  • Sandboxed JavaScript execution for concurrent research
Pros
  • Fast query performance for large trace volumes
  • Cost-effective S3-based storage for long retention
  • Replaces 10+ separate tools with one platform
  • Multi-agent orchestration saves time and context switching
  • Covers full OWASP Agentic Top-10 in a realistic manner
  • Docker isolation prevents accidental damage
  • Read-only by construction prevents accidental writes
  • Evidence-backed verification cross-checks every finding
Cons
  • Requires OpenTelemetry setup for instrumentation
  • Newer product compared to established observability platforms
  • Free tier limited to 5,000 credits per month
  • May have a learning curve for complex workflows
  • Requires Docker and technical setup
  • Not for production use; only for lab environments
  • Requires an LLM API key, incurring token costs
  • Limited to read-only operations, cannot remediate
Best For
  • Engineering teams running AI agents in production
  • LLMOps teams needing comprehensive observability
  • Marketing teams
  • Content creators
  • Security researchers focusing on AI agent vulnerabilities
  • Developers building MCP-based applications
  • Security engineers
  • DevOps teams

How to use Oodle AI?

  1. 1Instrument your LLM calls with OpenTelemetry.
  2. 2Point your OTLP exporter to Oodle.
  3. 3View traces in the Oodle dashboard.
  4. 4Use built-in insights to detect issues.

Oodle AI Key Features

  • Fast search over traces with <1s P99 query time
  • S3-based storage at $10 per million spans
  • 100% trace retention without sampling
  • Out-of-the-box insights for agent failures (e.g., error recovery, high duration, low satisfaction)
  • Evals for accuracy, relevance, and safety
  • Prompt playground for iterative refinement
  • Cost estimation per trace, model, and service

Oodle AI Use Cases

  • Debugging AI agents in production
  • Monitoring agent failures like silent errors and tool call issues
  • Optimizing token usage and LLM costs
  • Running automated evals on agent performance

Oodle AI Pricing & Free Credits

Oodle AI currently operates on a Free, Paid model.

This tool is completely free to use

Free

$0

Free tier included, no credit card required.

Pay-as-you-go

From $0.30/GB ingested

Ingestion-based pricing with no per-query or per-user charges. $10 per million spans.

Oodle AI Pros & Cons

Pros

  • Fast query performance for large trace volumes
  • Cost-effective S3-based storage for long retention
  • No sampling, retaining all traces with full content
  • Built-in insights and evals for agent quality

Cons

  • Requires OpenTelemetry setup for instrumentation
  • Newer product compared to established observability platforms

What is Oodle AI best for?

  • Engineering teams running AI agents in production
  • LLMOps teams needing comprehensive observability

Oodle AI FAQ

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