Install and configure Adobe Developer Console OAuth Server-to-Server credentials. Use when setting up a new Adobe integration, configuring API credentials, or initializing Adobe SDKs (Firefly Services, PDF Services, I/O Runtime). Trigger with phrases like…
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Identify and avoid Adobe-specific anti-patterns: using deprecated JWT auth, not caching IMS tokens, ignoring Firefly content policy, missing async job polling, and leaking p8_ secrets. Real code examples with fixes. Trigger with phrases like "adobe mistakes",…
Implement load testing, auto-scaling, and capacity planning for Adobe API integrations with k6 scripts targeting Firefly, PDF Services, and Photoshop APIs, plus Kubernetes HPA configuration. Trigger with phrases like "adobe load test", "adobe scale", "adobe…
Configure Adobe local development with App Builder CLI, Runtime actions, hot reload, and mock testing for Firefly/PDF/Photoshop APIs. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Adobe…
Execute major Adobe re-architecture: migrating from legacy Adobe APIs to Firefly Services, consolidating Creative Cloud integrations, and strangler-fig migration from competitor document/image APIs to Adobe. Trigger with phrases like "migrate adobe", "adobe…
Configure Adobe OAuth credentials and API access across development, staging, and production environments with separate Developer Console projects, secret managers, and environment-specific scoping. Trigger with phrases like "adobe environments", "adobe…
Set up comprehensive observability for Adobe API integrations with Prometheus metrics, OpenTelemetry traces, structured logging, and alert rules covering Firefly, PDF Services, and Photoshop APIs. Trigger with phrases like "adobe monitoring", "adobe metrics",…
Optimize Adobe API performance with token caching, async job batching, connection pooling, and response caching for Firefly, PDF Services, and Photoshop API workflows. Trigger with phrases like "adobe performance", "optimize adobe", "adobe latency", "adobe…
Implement Adobe-specific lint rules, CI policy checks, and runtime guardrails covering credential scanning (p8_ patterns), Firefly content policy pre-screening, PDF Services quota enforcement, and OAuth scope validation. Trigger with phrases like "adobe…
Execute Adobe production deployment checklist covering credential management, API health checks, rate limit configuration, and rollback procedures for Firefly Services, PDF Services, and I/O Events integrations. Trigger with phrases like "adobe production",…
Implement Adobe API rate limiting, backoff, and quota management across Firefly, PDF Services, Photoshop, and I/O Events APIs. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Adobe. Trigger with phrases…
Implement Adobe reference architecture for production integrations covering Firefly Services, PDF Services, I/O Events, and App Builder with layered project layout, error boundaries, and health monitoring. Trigger with phrases like "adobe architecture",…
Implement reliability patterns for Adobe APIs: circuit breakers for IMS/Firefly, idempotency for PDF Services operations, graceful degradation when Adobe is down, and dead letter queues for failed async jobs. Trigger with phrases like "adobe reliability",…
Apply production-ready patterns for Adobe Firefly Services SDK, PDF Services SDK, and raw REST API usage in TypeScript and Python. Use when implementing Adobe integrations, refactoring SDK usage, or establishing team coding standards for Adobe APIs. Trigger…
Apply Adobe security best practices for OAuth credentials, secret rotation, I/O Events webhook signature verification, and least-privilege scoping. Use when securing API credentials, implementing webhook validation, or auditing Adobe security configuration.…
Analyze, plan, and execute Adobe SDK upgrades — including the critical JWT-to-OAuth migration, PDF Services SDK v3-to-v4, and Photoshop API endpoint changes (cutout v1 to remove-background v2). Trigger with phrases like "upgrade adobe", "adobe migration",…
Implement Adobe I/O Events webhook registration, RSA-SHA256 signature verification, challenge handshake, and event-driven architectures with Creative Cloud, Experience Platform, and Firefly Services events. Trigger with phrases like "adobe webhook", "adobe…
Configure CI/CD pipelines for Attio integrations with GitHub Actions, mock-based unit tests, and live API integration tests. Trigger: "attio CI", "attio GitHub Actions", "attio automated tests", "CI attio", "attio pipeline", "test attio in CI".
Diagnose and fix the top Attio REST API errors by HTTP status code. Real error response formats, actual error codes, and proven fixes. Trigger: "attio error", "fix attio", "attio not working", "attio 429", "attio 403", "attio 422", "debug attio".
Full CRUD on Attio records -- create, read, update, delete, and search across people, companies, deals, and custom objects. Trigger: "attio records", "attio CRUD", "create attio record", "update attio person", "search attio companies", "attio objects".
Manage Attio lists, entries, notes, and tasks via the REST API. Use when working with sales pipelines, kanban boards, CRM notes, or task assignments in Attio. Trigger: "attio lists", "attio entries", "attio pipeline", "attio notes", "attio tasks", "add to…
Optimize Attio API usage costs -- reduce request volume, select the right plan, monitor usage, and implement budget alerts. Trigger: "attio cost", "attio billing", "reduce attio costs", "attio pricing", "attio expensive", "attio budget", "attio usage".
Collect Attio integration diagnostic evidence -- API health, scopes, object schema, and rate limit status -- for debugging or support tickets. Trigger: "attio debug", "attio support bundle", "attio diagnostic", "collect attio logs", "attio not working debug".
Deploy Attio integrations to Vercel, Fly.io, Railway, and Cloud Run with proper secrets, health checks, and webhook endpoint configuration. Trigger: "deploy attio", "attio Vercel", "attio production deploy", "attio Cloud Run", "attio Fly.io", "attio Railway".
Make your first Attio API calls -- list objects, create a person, query companies, and read attributes. Use when starting a new Attio integration or learning the API. Trigger: "attio hello world", "attio example", "first attio call", "attio quick start", "try…
Set up Attio REST API authentication with access tokens or OAuth 2.0. Use when configuring API keys, setting token scopes, initializing the Attio client, or connecting an app via OAuth. Trigger: "install attio", "setup attio", "attio auth", "attio API key",…
Set up a fast local development loop for Attio integrations with hot reload, mock server, and integration tests. Trigger: "attio dev setup", "attio local development", "attio dev environment", "develop with attio", "attio project setup".
Optimize Attio API performance -- caching, batch queries, pagination strategies, connection pooling, and latency reduction. Trigger: "attio performance", "optimize attio", "attio slow", "attio latency", "attio caching", "attio batch requests".
Production readiness checklist for Attio API integrations -- auth, error handling, rate limits, health checks, monitoring, and rollback. Trigger: "attio production", "deploy attio", "attio go-live", "attio launch checklist", "attio production ready".
Handle Attio API rate limits with exponential backoff, queue-based throttling, and Retry-After header parsing. Trigger: "attio rate limit", "attio 429", "attio throttling", "attio retry", "attio backoff", "attio too many requests".
Production reference architecture for Attio CRM integrations -- layered project structure, sync patterns, webhook processing, and multi-environment setup. Trigger: "attio architecture", "attio best practices", "attio project structure", "how to organize…
Production-ready patterns for the Attio REST API: typed client, retry with backoff, pagination iterators, and multi-tenant factory. Trigger: "attio SDK patterns", "attio best practices", "attio client wrapper", "idiomatic attio", "attio TypeScript patterns".
Secure Attio API integrations -- token scoping, secret management, scope auditing, webhook signature verification, and rotation procedures. Trigger: "attio security", "attio secrets", "secure attio", "attio API key security", "attio scopes", "attio token…
Migrate between Attio API versions, handle breaking changes in the v1-to-v2 transition, and plan for future deprecations. Trigger: "upgrade attio", "attio migration", "attio v1 to v2", "attio breaking changes", "attio API version", "attio deprecation".
Implement Attio v2 webhooks -- subscribe to record/list/note/task events, verify signatures, filter by object or attribute, and handle idempotently. Trigger: "attio webhook", "attio events", "attio webhook signature", "handle attio events", "attio…
Configure CI/CD pipelines for Miro REST API v2 integrations with GitHub Actions, test board isolation, and automated validation. Trigger with phrases like "miro CI", "miro GitHub Actions", "miro automated tests", "CI miro", "miro pipeline".
Diagnose and fix Miro REST API v2 errors by HTTP status code. Use when encountering Miro API errors, debugging failed requests, or troubleshooting authentication and permission issues. Trigger with phrases like "miro error", "fix miro", "miro not working",…
Manage Miro boards and items — create, read, update, delete boards, sticky notes, shapes, cards, frames, and tags via REST API v2. Trigger with phrases like "miro board management", "create miro board", "miro items CRUD", "miro sticky notes", "organize miro…
Manage Miro connectors, images, embeds, app cards, and document items via REST API v2. Use for visual workflows, embedding content, and building rich board layouts. Trigger with phrases like "miro connectors", "miro embed", "miro app card", "miro image…
Optimize Miro API costs through credit monitoring, request reduction, and plan selection based on the credit-based rate limiting model. Trigger with phrases like "miro cost", "miro billing", "reduce miro costs", "miro pricing", "miro credits usage".