kelet.ai valid

Kelet

Kelet continuously diagnoses why your LLM apps and AI agents fail in production, and generates the fix.

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T18:09:06.834Z. Cached copy · Source on kelet.ai

# Kelet

> Kelet continuously diagnoses why your LLM apps and AI agents fail in production, and generates the fix.

## What is Kelet?

Kelet is an AI agent that automatically investigates failures in your production AI agents/LLM Apps, runs a root cause analysis across many sessions, and generates targeted fixes — without manual trace debugging. It is not a monitoring or observability tool; it does the investigation and fixing for you.

Key capabilities:
- Automatic failure detection across thousands of production agent sessions
- Root cause analysis without manual trace scrolling
- Prompt patch generation with before/after reliability measurements
- Works with OpenTelemetry, Langfuse, Mixpanel, OpenAI, Anthropic, LangChain, CrewAI, and more
- SOC 2 certified, free to start

## Pages

- [Homepage](https://kelet.ai/): Product overview, how it works, and FAQ
- [Pricing](https://kelet.ai/pricing.md): Plans, features per tier, and pricing FAQ
- [Privacy](https://kelet.ai/privacy): Privacy policy

## How It Works

- **We collect your traces and signals.** Connect to your agent's stack in minutes. Every agent interaction, signal, and user feedback flows in automatically.
- **Know exactly why your agent failed.** Kelet reads every trace so you don't have to. Root causes surface in minutes, backed by evidence — not gut feeling.
- **Ship the fix. Know it held.** From root cause to prompt patch — with before/after reliability measurements. Kelet runs the patch against real sessions and shows you the before/after. No more flying blind after a deploy.

## How Kelet Compares

| Capability                              | Kelet | Langfuse | Arize   | Datadog | Langsmith | Braintrust | Raindrop |
|-----------------------------------------|-------|----------|---------|---------|-----------|------------|----------|
| Trace collection                        | Yes   | Yes      | Yes     | Yes     | Yes       | Yes        | Yes      |
| Trace viewer for engineers              | No    | Yes      | Yes     | Yes     | Yes       | Yes        | Yes      |
| Agent that does the investigation       | Yes   | No       | No      | No      | No        | No         | No       |
| Automatic failure detection             | Yes   | No       | Partial | No      | No        | No         | No       |
| Root cause analysis                     | Yes   | No       | No      | No      | No        | No         | No       |
| Automated fix                           | Yes   | No       | No      | No      | No        | No         | No       |
| Signal/score collection                 | Yes   | Partial  | Partial | No      | Partial   | Partial    | Yes      |
| Free tier                               | Yes   | Yes      | Yes     | No      | Yes       | Yes        | No       |

## FAQ

**What does Kelet actually do?**
Kelet reads your production AI agent traces and signals, clusters failure patterns across thousands of sessions, and surfaces root causes with evidence — so you ship fixes instea
…

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