AgentsAgent telemetry

Agent telemetry

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Parallax Observability Findings

Analyzes live telemetry to identify unstructured signal, missing instrumentation, and a safer layered observability contract.

Token & Cost Telemetry

Designs per-session token telemetry while separating provider quota limits from unsupported price and spend-history surfaces.

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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.

Live bidirectional auth sync — design rationale

Defines bidirectional credential synchronization, conflict handling, and host-side boundaries for long-running agent sessions.

Parallax observability findings

Analyzes live telemetry to identify unstructured signal, missing instrumentation, and a safer layered observability contract.

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