# okareo.com > AI-optimized mirror of okareo.com containing 50 pages totalling 10,351 words of clean markdown content, structured data, and semantic HTML. Original source: https://okareo.com/. Last updated: 2026-05-01T18:18:07.781Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [Works with your stack](/site-root.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. , (218 words) ## Articles & Blog Posts - [blog/posts/agent-evaluation/index.html](/blog/posts/agent-evaluation/index.html) (1 words) - [blog/posts/evaluate-fine-tuned-llm/index.html](/blog/posts/evaluate-fine-tuned-llm/index.html) (1 words) - [blog/posts/function-calling-eval/index.html](/blog/posts/function-calling-eval/index.html) (1 words) - [blog/posts/agentic-architecture/index.html](/blog/posts/agentic-architecture/index.html) (1 words) - [blog/posts/llm-observability-and-monitoring/index.html](/blog/posts/llm-observability-and-monitoring/index.html) (1 words) - [blog/posts/webinar-controlled-chaos-how-to-monitor-and-improve-llms-in-production.html](/blog/posts/webinar-controlled-chaos-how-to-monitor-and-improve-llms-in-production.html) (1 words) - [blog/posts/online-evaluation/index.html](/blog/posts/online-evaluation/index.html) (1 words) - [blog/posts/multi-turn-simulation-part-2/index.html](/blog/posts/multi-turn-simulation-part-2/index.html) (1 words) - [blog/posts/multi-turn-simulation-part-3/index.html](/blog/posts/multi-turn-simulation-part-3/index.html) (1 words) - [blog/posts/function-calling-unit-testing/index.html](/blog/posts/function-calling-unit-testing/index.html) (1 words) - [Why Evals Are the CI/CD Pipeline for Agentic AI](/blog/posts/evals-are-ci-for-agentics/index.html): Traditional tests assume deterministic behavior and loud failures, but agents fail differently: they drift, regress, and degrade silently across multi-turn interactions and conditional tool use. Treating evaluations as core infrastructure not only surfaces subtle behavioral regressions before they reach production, it creates a shared contract between product, engineering, and research. The teams that scale autonomy safely won’t be the ones with the best prompts, but the ones with the most disciplined eval-driven development loop: code-based checks for hard constraints, simulation for realistic stress testing, and calibrated LLM-as-judge grading for nuance. (1,812 words) - [privacy/index.html](/privacy/index.html) (1 words) - [cookies/index.html](/cookies/index.html) (1 words) - [terms/index.html](/terms/index.html) (1 words) - [demo-request/index.html](/demo-request/index.html) (1 words) - [Agentic Simulation: Part I](/blog/posts/introduction-to-simulation/index.html): Evaluating conversational AI with single-turn methods and basic observability is not sufficient. Critical failure modes often emerge only in multi-turn dialogues. Real-world conversations are dynamic, evolving sequences where context builds and intentions shift. An AI succeeding in isolated turns might mask deeper issues like losing conversatinal state, misinterpreting requests, or failing to reconcile contradictory information. Basic observability shows that errors occur, but not why in multi-turn contexts. Truly vetting AI requires simulating and analyzing multi-turn dialogues to assess coherence, error recovery, and consistent intent understanding, revealing true resiliance and efficacy. (1,331 words) - [Revolutionizing Automotive Parts Search](/customers/cases/automotive-parts-rag/index.html): Revolutionizing Automotive Parts Search (795 words) - [Works with your stack](/home-draft-katie-1222/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (218 words) - [Webinar: Introduction to Debugging Agents with Okareo](/blog/posts/webinar-intro-agentic-debugging/index.html): This webinar delves into the nuances of agent debugging, highlighting agentic patterns, common pitfalls, and best practices for debugging AI agents. (518 words) - [Simulate Any Persona. Stress-Test Every Turn.](/features/simulation/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. , (211 words) - [Safe Migration at Scale](/customers/cases/model-migration/index.html): Safe Migration at Scale (725 words) - [Providing Customer Services that Exceed Expectations](/customers/cases/cx-agent/index.html): Providing Customer Services that Exceed Expectations (693 words) - [Building Trusted Agentic AI](/customers/cases/agentic-ai/index.html): Building Trusted Agentic AI (577 words) - [Webinar: Evaluating Agentic Function Calls in Production](/blog/posts/webinar-evaluating-agentic-function-calls-in-production.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (424 words) - [Works with your CI tool of choice](/use-cases/ci-eval/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (98 words) - [Webinar: Introduction to Agents and RAG (Retrieval-Augmented Generation)](/blog/posts/webinar-intro-agentic-rag/index.html): This webinaris an introduction to agents and RAG including an overview of retrieval metrics and embedding concepts for debugging and evaluation. (363 words) - [Accelerated LLM Evaluation with Synthetic Dataset](/features/evaluation/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (129 words) - [Establishing Baselines](/features/synthetic-data/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (114 words) - [Page not found...](/404/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (22 words) - [Compatible Infrastructure](/use-cases/mcp/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (187 words) - [Supports Your Agent Use Case](/use-cases/agent/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (64 words) - [Thank You.](/success/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (118 words) - [Evaluation and Fine-Tuning](/use-cases/rag/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (78 words) - [Agent Stability At Scale](/pricing/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (121 words) - [Issues With Explanations](/features/error-discovery/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (71 words) - [Fine-Tuning Co-Pilot](/features/fine-tuning/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (192 words) - [End-to-end visibility and control for your AI agents — before and after launch.](/demo-request-form/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (117 words) - [Thank You.](/demo-booked/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (118 words) - [Speaker:](/events/2025/monitor-and-tune-llms-in-production/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (155 words) - [Speaker:](/events/2025/building-ai-agents-with-okareo-webinar/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (207 words) - [Speaker:](/events/2025/building-ai-agents-with-okareo-webinar-2/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (207 words) - [Talk to a Human](/connect/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (49 words) - [Speaker:](/events/2025/evaluating-agentic-function-calls/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (89 words) - [Speaker:](/events/2025/llms-as-a-judge/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (101 words) - [Speaker:](/events/2025/overcoming-agentic-network-and-rag-challenges/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (110 words) - [How can we help?](/contact/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (39 words) - [Register for the early access program](/join-eap/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (35 words) - [Optimize AI Agents](/download/optimize-agents-pdf/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (14 words) - [Crossing the AI Prototype Chasm](/download/crossing-prototype-chasm-pdf/index.html): The single platform to analyze, test, observe, evaluate and fine-tune new AI features. (17 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/content/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/content/robots.txt): Crawler directives