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The self-improving layer for AI agents

Your Agents Should Get Better Every Day.

Agnost extracts intent signals from every conversation and ships improvements to your agents automatically.

2-min setup · Any LLM, any framework · OpenTelemetry native

Trusted by teams building self-improving agents

From signals to self-improvement.

What Do Users Actually Need?

Extract meaningful intent and sentiment signals from every input and output. Know what users want, what's failing, and what's missing, automatically.

Sentiment Tracking screenshot
Real-Time Prod Evals screenshot

Understand Where Your Agent Goes Wrong

Detect hallucinations, off-topic responses, and broken tool calls in production. Agnost runs evals on every conversation so you catch failures before your users do.

Turn Signals Into Rapid Agent Iterations

Agnost doesn't just show you problems, it ships fixes. Prompt improvements, guardrail updates, new edge-case handling. Your agents get better on autopilot.

Self-improving agent dashboard
Spotlight screenshot

Ask, Understand, Improve

Query your conversation data in natural language. Uncover user patterns, failure modes, and improvement opportunities. Track which changes landed and where the next one should come from.

Connect. Learn. Improve.

Agnost AI dashboard timeline
3-line setup No configuration required
Live in Under 2 Minutes

One SDK, three lines of code. Works with OpenAI, Anthropic, LangChain, any language, or drop in via OpenTelemetry.

Extract Intent Signals

Agnost captures what users want, how they feel, and where your agent falls short, from every conversation, automatically.

Ship Improvements Automatically

Actionable signals become shipped improvements. Your agents get better continuously without manual intervention.

Stop maintaining. Start self-improving.