# Agent telemetry (https://jackin.tailrocks.com/research/agents/telemetry/)



This category organizes the jackin❯ research on agent telemetry. Choose a page by the question you need to answer.

## Browse [#browse]

<Card title="Parallax Observability Findings" href="/research/agents/telemetry/parallax-observability-findings/">
  Analyzes live telemetry to identify unstructured signal, missing instrumentation, and a safer layered observability contract.
</Card>

<Card title="Token & Cost Telemetry" href="/research/agents/telemetry/token-cost-telemetry/">
  Designs per-session token telemetry while separating provider quota limits from unsupported price and spend-history surfaces.
</Card>

## How to read [#how-to-read]

Start with the page closest to your current question. Follow its related-work links for evidence in adjacent categories and its Roadmap links for implementation commitments.