> ## Documentation Index
> Fetch the complete documentation index at: https://platform.eldros.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Eldros

> Judge every production conversation your AI agent has — scores, flagged issues, and the trace behind every reply.

Eldros observes your AI agent's conversations and **judges them automatically** — hallucinations, missed resolutions, tone and policy violations are scored and flagged on real production traffic, not just in pre-launch testing.

## What you send, what you get

| You send (automatically)                          | What Eldros does                              | What you see                                   |
| ------------------------------------------------- | --------------------------------------------- | ---------------------------------------------- |
| **Transcripts** — each user message + agent reply | Auto-judge every production conversation      | Per-conversation **scores + flagged issues**   |
| **Session grouping** — your conversation id       | Assemble turns into one conversation          | Conversation-level verdicts, not just per-turn |
| **Traces** — LLM/tool calls, latency, tokens      | Enrich the judgment (the *why* behind a flag) | Drill-down on flagged conversations            |

<Note>
  Transcripts are the primary signal — they're what the judges score. Traces are secondary: they explain *why* a conversation scored the way it did, and they're captured with zero changes to your model code.
</Note>

## How capture works

One `init()` call wires up OpenTelemetry and auto-instruments your LLM library. Then wrap each exchange in a turn:

<CardGroup cols={2}>
  <Card title="Capturing conversations" icon="code" href="/docs/capture-options">
    Wrap each exchange in `turn()`. Works in **any** framework, independent of your wire protocol.
  </Card>

  <Card title="LLM tracing" icon="wave-pulse" href="/docs/tracing">
    Every model call becomes a trace span automatically — install the matching extra and it's on.
  </Card>

  <Card title="Sessions & turns" icon="layer-group" href="/docs/concepts/sessions">
    How conversations, turns, and traces relate — the three-layer model behind every verdict.
  </Card>
</CardGroup>