Browse the library
Use cases
Claude Code Observability
Give Claude Code a prompt that makes telemetry part of the implementation pass instead of a separate cleanup project.
Open use caseCursor Telemetry Setup
A copyable setup prompt for adding event tables, funnel tracking, and dashboards from inside Cursor.
Open use caseCodex Instrumentation Prompt
A focused prompt that asks Codex to instrument the rest of the product, verify events, and summarize coverage gaps.
Open use caseOpenAI Cost Monitoring
Monitor OpenAI and LLM spend by model, feature, customer, latency, error rate, and outcome with SQL dashboards and budget alerts.
Open use caseProduct Analytics for Retention
Use agent-installed structured events to learn which early actions create returning users and revenue-ready teams.
Open use caseAI Agent Telemetry and Observability
Instrument AI agent telemetry for runs, tool calls, retries, latency, model cost, failures, and accepted outcomes in SQL-ready event tables.
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
Build a defensible usage ledger, quota dashboard, overage workflow, and billing reconciliation from idempotent structured events.
Open use caseSecurity and Audit-Log Analytics
Design privacy-aware security events for authentication failures, access changes, privileged actions, and incident timelines.
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
Connect agent runs, reviewer outcomes, human handoffs, cost, and release changes to a repeatable quality-evaluation workflow.
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
Track Kubernetes workload transitions and application outcomes together so SQL can separate planned rollout activity from repeated restarts and serving impact.
Open use caseSaaS Revenue Analytics with SQL
Build an auditable SaaS revenue model from subscription movements, invoices, entitlements, and product outcomes instead of relying on disconnected billing snapshots.
Open use caseTelemetry Data Quality Monitoring with SQL
Monitor event freshness, required fields, types, duplicates, schema versions, and volume so broken instrumentation is found before it becomes a misleading business or reliability metric.
Open use caseHow to choose
Pick the resource closest to the decision you need to make
Start from the failure mode
Choose API, job, webhook, infrastructure, or agent monitoring when the immediate goal is operational reliability.
Start from the business outcome
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
Give your coding agent the context and verify real events
Create a free API key, choose the closest resource, and ask the agent to run the flow before it considers the instrumentation done.