Oodle.ai

Oodle.ai solves the observability gap for teams building AI agents in production. Instead of sampling traces to manage costs, the platform uses S3-backed columnar storage to retain complete execution logs at scale while keeping costs predictable—starting at $0.30 per gigabyte ingested.

Highlights

• Agent transcript inspection with token-level cost breakdowns across 50+ LLM models
• Automatic detection of production issues: silent failures, infinite loops, timeout errors, and low-quality responses
• Trace search that returns results in seconds, not minutes, using optimized columnar indexing
• Built-in evaluation pipeline for accuracy and safety scoring of agent behavior
• Prompt playground and A/B testing tools to iterate on agent configurations
• API-first design with SDKs supporting all major LLM frameworks and agent libraries

The platform targets ML engineers, prompt engineers, and development teams running AI agents in production environments where debugging, cost control, and reliability directly impact business outcomes.