Under development

Telemetry beyond LLM calls

Agent observability is often reduced to token and model latency while user, UI, API, database, connector and policy failures remain invisible.

Why it matters

Operational reliability requires a complete transaction trace from login to logout and from user intent to evidence and outcome.

Architecture position

Measure user-perceived loading, rendering, APIs, backend work, database time, dependencies, policy decisions, retries, failures and recovery without collecting restricted content.

Evidence or hypothesis

Applied performance and operations architecture work.

Related publication

Future website-native publication

Related product

CapAI Engineering Control Center

Next intended output

Define a lightweight cross-layer telemetry schema and release comparison model.