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⚙ AI Tools/2026-06-17Advanced
Your Antigravity LLM App Drifts on Cost and Quality While the Dashboard Stays Green — Instrumentation Field Notes
Watching only total cost and latency hides the slow drifts that hurt. These are field notes on attributing telemetry by feature, tenant, and prompt version so you catch quality regressions and cost spikes early.
◈ Agents/2026-04-26Advanced
Designing Antigravity Agent Traces That Tell You Why It Failed — Observability in Practice
Run Antigravity agents long enough and unreadable failure logs pile up fast. This piece walks span structure, attribute design, failure tagging, dashboards, cost visibility, and retry policy — backed by six months of production metrics — so you can cut post-incident debugging time in half.
⬡ Integrations/2026-03-27Advanced
Assembling Observability with Antigravity × OpenTelemetry — Instrumentation, Sampling, Cardinality, and AI Anomaly Detection in Production
A record of running OpenTelemetry in production on a Node.js backend: measured instrumentation overhead, tail sampling configuration, avoiding cardinality explosion, and operating AI anomaly detection behind an approval gate.