Diagnose and fix common Langfuse errors and exceptions. Use when encountering Langfuse errors, debugging missing traces, or troubleshooting integration issues. Trigger with phrases like "langfuse error", "fix langfuse", "langfuse not working", "debug langfuse", "traces not appearing".

Execute Langfuse primary workflow: Tracing LLM calls and spans. Use when implementing LLM tracing, building traced AI features, or adding observability to existing LLM applications. Trigger with phrases like "langfuse tracing", "trace LLM calls", "add langfuse to openai", "langfuse spans", "track llm requests".

Execute Langfuse secondary workflow: Evaluation, scoring, and datasets. Use when implementing LLM evaluation, adding user feedback, or setting up automated quality scoring and experiment datasets. Trigger with phrases like "langfuse evaluation", "langfuse scoring", "rate llm outputs", "langfuse feedback", "langfuse datasets", "langfuse experiments".

Register and operate Instantly webhooks with schema validation, idempotency, privacy, and recovery controls. Use when adding event-driven lead, email, campaign, or account processing. Trigger with "register an Instantly webhook", "handle Instantly lead events", or "recover missed Instantly events".

Upgrade Instantly SDK, CLI, OpenAPI-derived types, or API v2 contracts with controlled compatibility testing. Use when dependencies or current API v2 schemas change after the initial v1 migration. Trigger with "upgrade the Instantly SDK", "refresh Instantly OpenAPI types", or "test an Instantly API change".

Govern Ideogram prepaid spend through admission budgets, route choice, output bounds, useful-result accounting, and cleanup. Use when reducing cost or designing billing controls. Trigger with "cut Ideogram spend", "budget Ideogram generations", or "audit Ideogram API cost".

Build an offline-first Instantly development loop with fixtures, fakes, and optional read-only staging probes. Use when developers need fast repeatable tests without mutating a live workspace. Trigger with "mock the Instantly API", "build Instantly fixtures", or "test Instantly locally".

Isolate Ideogram development, staging, and production across keys, budgets, webhook routes, storage, data, and promotion evidence. Use when designing or auditing environment separation. Trigger with "separate Ideogram environments", "configure Ideogram staging", or "audit Ideogram promotion".

Verify and reconcile Ideogram async webhooks with Ed25519 signatures, replay controls, deduplication, and polling fallback. Use when implementing or auditing an event receiver. Trigger with "verify an Ideogram webhook", "build Ideogram async callbacks", or "debug duplicate Ideogram events".

Plan and execute a governed Instantly API v1-to-v2 migration with endpoint and key inventory. Use when replacing deprecated v1 calls and incompatible keys before cutover. Trigger with "migrate Instantly v1 to v2", "inventory deprecated Instantly endpoints", or "plan an Instantly API cutover".

Design an owned Ideogram REST adapter for multipart uploads, typed responses, deadlines, and vendor isolation. Use when building or reviewing application client code without inventing an official SDK. Trigger with "wrap Ideogram API", "build an Ideogram client", or "review Ideogram adapter code".

Measure Instantly plan, account, verification, and enrichment usage without embedding stale prices. Use when reviewing workspace consumption or preparing a plan-capacity decision. Trigger with "audit Instantly usage", "estimate Instantly capacity", or "review Instantly plan consumption".

Deploy an Ideogram server boundary with queues, storage, safety enforcement, observability, canaries, and rollback. Use when shipping a new runtime or changing production topology. Trigger with "deploy Ideogram", "ship an Ideogram worker", or "review Ideogram production architecture".

Separate Instantly development, staging, and production workspaces, keys, data, and webhook routes. Use when designing environment isolation or eliminating shared credentials and callbacks. Trigger with "separate Instantly environments", "create an Instantly staging workspace", or "isolate Instantly webhook routes".

Deploy an Instantly API v2 integration with scoped secrets, staged verification, and rollback controls. Use when promoting reviewed integration code into staging or production. Trigger with "deploy an Instantly integration", "release Instantly API changes", or "roll back an Instantly deployment".

Instrument Ideogram request, queue, async, safety, storage, latency, and spend signals without logging image content. Use when building dashboards, alerts, or SLO evidence. Trigger with "monitor Ideogram", "add Ideogram metrics", or "audit Ideogram telemetry".

Build deterministic CI for Ideogram adapters with sanitized schemas, fixtures, secret isolation, and a trusted optional live lane. Use when adding or auditing automated integration tests. Trigger with "test Ideogram in CI", "build Ideogram contract tests", or "secure an Ideogram GitHub workflow".

Govern Instantly workspace members, API-key scopes, audit logs, and workspace-group delegation. Use when reviewing access or preparing an owner-approved membership, role, or delegated-workspace change. Trigger with "audit Instantly access", "review Instantly API scopes", or "delegate an Instantly workspace".

Build a fixture-first local loop for Ideogram multipart requests, async states, safety outcomes, and expiring assets. Use when developing or testing without uncontrolled API spend. Trigger with "mock Ideogram locally", "test Ideogram fixtures", or "debug an Ideogram adapter".

Gate Instantly API v2 integrations with offline schema checks and a bounded read-only smoke test. Use when adding Instantly to CI, validating generated clients, or probing a staging workspace. Trigger with "add Instantly CI checks", "validate Instantly OpenAPI", or "smoke-test Instantly staging".