Traceloop Launches: LLM Reliability Platform, Powered by OpenTelemetry
"Know what your AI Agent is doing — and why it’s failing."
TLDR: Traceloop helps teams test, troubleshoot, and improve AI agents with automated performance evaluations, ensuring reliability before and after every release. They bring the same rigor to AI that developers expect from the rest of their stack.
Founded by Nir Gazit & Gal Kleinman
Hi everyone, meet Nir and Gal, co-founders of Traceloop. They're part of the Y Combinator Winter 2023 batch.
🚨 Problem
Building and deploying AI agents today often feels like guesswork. Public model benchmarks don’t predict how well an AI will perform in real-world applications, and businesses are stuck in a cycle of trial and error, tweaking prompts and manually testing. But as AI agents become more complex and critical, these outdated methods just don't cut it. When AI misfires — hallucinating, taking wrong actions, or producing unpredictable outputs — users disengage instead of filing bug reports.
At Traceloop, they believe prompt engineering shouldn't be a guessing game. The founders need to bring the same quality assurance processes to AI that they’ve come to expect from software engineering.
🧠 Solution

Traceloop provides evaluations and real-time monitoring for AI agents, reducing the guesswork and ensuring performance is consistent before reaching end users. Their open-source foundation, OpenLLMetry and Hub, collects LLM interactions at scale and their commercial platform is now helping businesses:
- Train evaluators to catch hallucinations and detect quality issues.
- Experiment with different models to choose the right one for your use case.
- Monitor and Evaluate AI agent performance in real-time or during CI.
Traceloop helps teams reduce risk, accelerate iteration, and ensure that their agents behave as expected in production environments.
Learn More
🌐 Visit www.traceloop.com to learn more.
⭐ Star Traceloop on OpenLLMetry and Hub on GitHub! If you know teams working with AI, please forward this to them!
🤝 If you're building LLM apps, the founders would love to show you how Traceloop can help improve your agent’s performance and reliability. Reach out and explore how they can help.
👣 Follow Traceloop on LinkedIn & X.
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