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Use cases
Claude Code observability
Ask Claude Code to add event logging while it implements a feature, then verify the events in Telemetry.
Open use caseCursor Telemetry setup
Paste this prompt into Cursor to add event tables, track signup steps, and build dashboards.
Open use caseCodex instrumentation prompt
Ask Codex to add product events, verify that they arrive, and report which workflows still need logging.
Open use caseOpenAI cost monitoring
Track OpenAI and LLM costs by model, feature, and customer. Use SQL dashboards to compare spending with latency, failures, and accepted outputs.
Open use caseProduct analytics for retention
Ask an agent to add structured events, then compare the early actions of teams that return, leave, or upgrade.
Open use caseAI agent telemetry and observability
Record agent runs and tool calls in Telemetry tables. Query retries, latency, cost, failures, and whether users accepted the results.
Open use caseBackground job monitoring
Use structured events to see job throughput, retries, failures, dead letters, queue health, and p95 duration.
Open use caseWebhook debugging
Track webhook delivery, processing, retries, deduplication, downstream jobs, and failures without storing raw payloads.
Open use caseAPI reliability monitoring
Track API request volume, status codes, latency, timeouts, customer impact, and failed endpoints with SQL.
Open use caseCrypto and onchain automation monitoring
Track indexed events, agent actions, transaction costs, wallet workflows, tool calls, and failed automation jobs.
Open use caseInfrastructure metrics with SQL
Send structured infrastructure events when you need queryable host and container history without a large monitoring rollout.
Open use caseUsage-based billing analytics
Record billable usage with events that won't count retries twice. Track quotas and overages, then reconcile totals with your billing provider.
Open use caseSecurity and audit-log analytics
Record authentication failures, access changes, and privileged actions. Use these events to reconstruct an incident timeline, and exclude credentials and private payloads.
Open use caseAI agent security monitoring
Monitor tool authorization, policy denials, approval queues, risky action classes, and release changes without storing prompts, credentials, or tool payloads.
Open use caseAI agent quality and evaluation
Compare agent task success across releases using reviewer decisions, human handoffs, and run costs.
Open use caseDatabase reliability monitoring with SQL
Track safe query fingerprints, pool pressure, transaction rollbacks, lock contention, replication lag, and migration outcomes without collecting raw SQL parameters.
Open use caseFrontend performance monitoring with SQL
Track typed LCP, INP, and CLS samples by stable route and release, then use SQL to find frontend regressions without collecting raw URLs or page content.
Open use caseKubernetes reliability monitoring with SQL
Query Kubernetes workload changes alongside application events. See whether restarts are part of a planned rollout and whether users are seeing failures.
Open use caseSaaS revenue analytics with SQL
Track subscription revenue changes alongside invoices, entitlements, and product events. Reconcile the totals with your billing provider before reporting MRR.
Open use caseTelemetry data quality monitoring with SQL
Check event freshness, required fields, types, duplicates, schema versions, and volume. Catch logging errors before your team acts on a misleading dashboard or alert.
Open use caseHow to choose
Choose a guide for your next task
Investigate a failure
Choose API, job, webhook, infrastructure, or agent monitoring when the immediate goal is operational reliability.
Measure a product result
Choose activation, retention, or AI cost tracking when the decision is about product value, revenue, or margin.
Verify one workflow first
Instrument a single end-to-end path, send synthetic success and failure events, and review the first query before expanding.
Start with one workflow
Use the setup prompt, then check that your events arrive
Create a free API key and choose a guide for your application. Ask your agent to run the workflow and confirm that its events arrive in Telemetry.