Equip AI coding agents with production engineering skills to handle full dev lifecycles: refine ideas to specs, implement via TDD slices, run tests/debug, perform multi-axis code reviews, optimize perf/security, automate CI/CD, and execute ship checklists.

Automate technical debt reduction, dependency updates, and code refactoring by scanning for vulnerabilities and code smells, generating prioritized remediation plans, and leveraging AI-powered test automation and code review.

Automates OSS maintenance workflows: changelog generation, conventional commits, PR management, structured documentation, advanced Git operations, and code review handling.

Scaffold, build, and deploy Makepad Rust UI apps with boilerplate generation, widget and layout code, shader creation, event handling, and cross-platform packaging for desktop, mobile, and WASM via GitHub Actions.

Debug GitHub Actions failures by analyzing logs, identifying breaking commits, and finding fix PRs. Clone conversations to branch experiments or halve token usage. Generate HANDOFF.md for agent handoffs and review chats to improve CLAUDE.md. Fetch Reddit content when WebFetch is blocked.

Delegate full-stack development workflows to Claude via 213 specialized agents, commands, and skills: refactor code, generate tests/deployments/Dockerfiles/K8s manifests, audit security/performance, document APIs/onboarding, orchestrate Git ops, and apply patterns across JS/TS/Python/Rust/Go/Java stacks.

Full-cycle development workflow for solo developers: project scaffolding, multi-agent collaboration (Cursor PM & Claude Code), CI/CD automation, auth/payments setup, code reviews, release management, and cross-session memory.

Run CodeQL and Semgrep to scan multi-language codebases (Python, JavaScript/TS, Go, Java, C#, Ruby, Rust) for security vulnerabilities via taint tracking and pattern matching. Parse, deduplicate, and aggregate SARIF outputs from scans, then integrate findings into CI/CD pipelines using GitHub Actions or bash scripts.

Enables Claude to write, review, and debug production-ready Go code across the full stack: from project scaffolding and idiomatic design through concurrency, testing, benchmarking, database access, GraphQL/gRPC APIs, observability, CI/CD, security auditing, and dependency management.

Generate complete AI-powered wiki sites from git repositories as dark-mode VitePress static sites with Mermaid diagrams, source citations, hierarchical catalogues, audience-tailored onboarding guides, changelogs, deep research reports, and codebase Q&A. Export to Azure DevOps Wiki or deploy via GitHub Actions to Pages.

Build, secure, scale, and troubleshoot production Supabase apps using 30 skills for Postgres schemas with RLS, auth/realtime/storage integrations, migrations, performance tuning, CI/CD deployments, cost optimization, monitoring, and incident response.

Generate structured engineering documents and analyses for code reviews, incident postmortems, API docs, architecture decisions, system design, runbooks, CI/CD, SLOs, database migrations, security threat models, and more — all from natural language prompts in Claude Code.

Migrate React Native apps to newer versions by applying incremental diffs, updating iOS/Android configs, resolving CocoaPods and Gradle changes, and handling breaking API updates

Generate AI videos from text prompts or images using Kling AI API in Python. Build scalable production pipelines with async Redis queues, batch processing, rate limiting, webhooks, monitoring, cost controls, content filters, security audits, cloud storage uploads, and CI/CD integration.

Integrate Perplexity Sonar API for AI-powered web search with verifiable citations into Node.js/Python apps. Handle full lifecycle workflows: auth setup, error debugging, rate limiting, caching optimization, monitoring, security guardrails, CI/CD testing, and scalable deployments to Vercel/Docker.

Streamline end-to-end Obsidian plugin development and vault management: scaffold projects with TypeScript setups, implement UI views/events/data handling, optimize performance/security, establish local dev loops/CI/CD/release pipelines, migrate content, and troubleshoot errors using 24 specialized skills.

Configure, deploy, optimize, troubleshoot, and integrate CodeRabbit AI code reviews across GitHub and GitLab repositories. Automate CI merge gates, cost tuning, security policies, local dev loops, performance monitoring, migrations from other tools, and webhook handling using 24 targeted skills.

Integrate Speak AI SDK into language learning apps: scaffold conversations and pronunciation assessments with real-time feedback, configure auth/security/compliance, deploy to Vercel/GCP/Docker with CI/CD, optimize costs/performance/rate limits, monitor metrics, and troubleshoot via diagnostics/runbooks.

Use Claude to manage Granola AI meeting notes workflows end-to-end: automate installations and upgrades, integrate with GitHub/Linear/Slack via Zapier for action items, optimize costs/performance/security, export data, troubleshoot issues, and deploy enterprise setups with RBAC/observability.

Generate multi-stage CI/CD pipelines in YAML for GitHub Actions, GitLab CI, Jenkins, and CircleCI. Automate workflows covering linting, testing, Docker image builds/pushes, security scans, and gated deployments to staging/production on Kubernetes.

Automate full Databricks lakehouse lifecycle: build Delta Lake ETL pipelines with medallion architecture and Auto Loader, engineer ML workflows via MLflow and Feature Store, deploy jobs/pipelines with Asset Bundles and GitHub Actions CI/CD, secure via Unity Catalog RBAC, optimize costs/performance, troubleshoot errors, and monitor with system tables.

Configure, troubleshoot, and optimize Sentry error tracking and performance monitoring across Node.js, Python, React/Next.js apps, CI/CD pipelines, and enterprise setups, including SDK installs, source maps, sampling, PII scrubbing, and incident response.

Automate end-to-end Vercel workflows: install CLI and auth, deploy previews/production with rollbacks, debug bundles/errors/cold starts, optimize performance/costs/scaling, secure RBAC/secrets/PII, monitor observability, integrate GitHub CI/CD, handle incidents, and migrate platforms.

Automate the entire PRP workflow — plan, implement, debug, review, commit, and create PRs — using specialized agents that investigate issues, generate implementation plans, run validation loops, and execute multi-aspect code reviews.

Build production Clay SaaS integrations for lead enrichment: configure tables and webhooks, deploy receivers to Vercel or Docker, scale pipelines with Redis queues, secure with RBAC and PII guards, optimize costs and performance, troubleshoot failures, and monitor metrics using 30 dedicated Claude Code skills.

Set up end-to-end Langfuse LLM observability: trace calls via OpenAI/LangChain wrappers, evaluate prompts with scores/feedback, monitor costs/latency/security, integrate into CI/CD pipelines, deploy to Vercel/AWS/Docker, troubleshoot errors/migrations, and optimize for production scale in Node.js/Python apps.

Build and deploy production Documenso e-signature integrations in TypeScript/Node.js apps: create signing workflows and templates via SDK/API, configure webhooks and RBAC, set up CI/CD pipelines and Docker/K8s deployments, add monitoring/observability/security, handle errors/rate limits/migrations, and run local testing/diagnostics.

Automate Linear issue tracker integration in TypeScript/Node.js apps: manage full issue lifecycles, handle webhooks and GraphQL queries, optimize rate limits/performance, link to CI/CD deployments, secure auth/RBAC, sync/backup data, and debug/monitor API usage across dev/prod environments.

Automate full-lifecycle Gamma API integrations in Node.js/TypeScript apps: generate presentations from prompts/templates, handle auth/errors/rate limits/costs, add security/observability/caching, set up CI/CD/local dev/prod deployment, and migrate content—all via 24 Claude Code skills.

Rapidly build, debug, deploy, secure, monitor, and scale Lindy AI agents and multi-step workflows using 24 Claude Code skills that guide webhook integrations, CI/CD pipelines, error troubleshooting, cost/performance tuning, enterprise RBAC, and migrations from Zapier, n8n, or LangChain.

Automate end-to-end Lokalise localization workflows: upload/download translations via GitHub Actions CI/CD, configure local dev loops for React/Next.js/Vue, optimize API performance/costs, enforce security/auth, instrument monitoring/webhooks, migrate projects, and execute prod checklists using Node SDK/CLI.

Build production-grade Apollo.io sales intelligence integrations in Node.js: authenticate APIs, implement lead search/enrichment/email workflows, optimize costs/performance/rate limits, migrate data, secure with RBAC/compliance, set up CI/CD/monitoring/deployments, and debug issues.

Implement full Customer.io integrations in Node.js/TypeScript apps: track events, send transactional emails and pushes, handle webhooks, manage segments and broadcasts, with skills for authentication, debugging errors, CI/CD deployment to AWS/GCP/Vercel/K8s, performance tuning, cost optimization, monitoring, security, reliability patterns, and load testing.

Generate production Mistral AI code and configs in Claude Code for SDK setup/auth, chat completions/embeddings/RAG pipelines, error debugging/rate limits, security hardening/compliance, CI/CD testing with Vitest/GitHub Actions, Vercel/Docker/K8s deployment, cost/performance optimization, observability, and OpenAI migrations in TypeScript/Node/Python.

Build, debug, secure, deploy, and scale production Notion API integrations using 32 guided Claude Code skills: query/filter databases, manage pages/blocks, handle auth/errors/rate limits, optimize caching/performance, migrate data, set up CI/CD/observability, and ensure enterprise RBAC/compliance in TypeScript/Python/Node.js.

Format and validate code with Prettier, enforcing consistent style across JS, TS, CSS, HTML, Vue, and Svelte. Check formatting compliance with CI-friendly exit codes, auto-create config files, and guard edits to maintain style

Audit GitHub Actions workflows to detect security vulnerabilities in AI agent integrations like Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Identify prompt injection risks and unsafe input flows in CI/CD pipelines before deployment.

Equip Windsurf AI IDE with 30 Cascade skills to automate code generation, debugging, testing, multi-file refactoring, CI/CD workflows, Docker setups, Git integrations, security configurations, and enterprise onboarding, streamlining full dev lifecycles.

Integrate Fireflies.ai GraphQL API for meeting transcripts, AI summaries, action items, and Q&A: fetch/process data, handle webhooks with signature verification, automate auth/secrets/CI testing with GitHub Actions/Vitest, deploy to Vercel/Docker, monitor performance/costs, ensure security/compliance/GDPR.

Integrate production-grade Exa neural search into Node.js/TypeScript apps across the full lifecycle: install SDK with auth, configure multi-env setups and caching, secure with guardrails and RBAC, optimize performance/costs/reliability, add monitoring/observability, deploy to Vercel/Docker/Cloud Run, set up CI/CD tests, and troubleshoot incidents via 30 targeted skills.

Master Windsurf AI IDE with 30 skills to automate Cascade multi-file coding workflows, troubleshoot IDE issues, optimize performance and costs, configure enterprise RBAC/security/CI gates, deploy to Netlify/Vercel, and scale for large teams/monorepos.

Automate Vast.ai GPU rentals for ML workflows: search offers by price/specs, provision instances, deploy Docker jobs via SSH/CLI, optimize costs with spot instances and auto-teardown, troubleshoot errors, monitor metrics, handle preemptions, and integrate into GitHub Actions CI/CD.

Integrate Groq's fast AI inference into Node.js/TypeScript projects via 24 skills: build chat completions, tool calling, vision/audio processing; migrate from OpenAI/Anthropic; optimize costs, performance, rate limits; secure APIs with RBAC/PII redaction; deploy to Vercel/Docker; set up CI tests, monitoring, observability.

Orchestrate complex test workflows across Jest, Vitest, pytest, Playwright, and Cypress with parallel execution, test sharding, dependency management, flakey retries, affected test selection, and result aggregation in GitHub Actions or GitLab CI. Generate optimized configs for CI/CD pipelines.

Automate full-lifecycle MaintainX CMMS integrations: manage work orders/assets/locations via TypeScript API clients, configure auth/RBAC/webhooks, implement CI/CD with GitHub Actions/Vitest, deploy to Docker/GCP/K8s, tune performance/costs/rate-limits, add monitoring/security/data syncs/ETL for production maintenance ops.

Orchestrate multi-stage deployment pipelines across dev, staging, and prod environments using Kubernetes and CI/CD platforms like GitHub Actions and Jenkins. Apply strategies such as blue-green, canary, and rolling updates. Generate production-ready pipeline configurations, setup code, and documentation tailored to Docker, Terraform, and AWS infrastructure.

Automate intelligent YAML validation, linting, schema inference, normalization, and transformation for Kubernetes manifests, GitHub Actions workflows, and Docker Compose files. Receive minimal patches, detailed issues, and ready-to-run validation commands to fix configs quickly.

Automate code review, security auditing, documentation, and git workflows using Sentry's engineering standards. Skills enforce PR review, Django security/performance audits, GitHub Actions vulnerability scanning, commit/branch conventions, and API documentation.

Integrate Grammarly API into TypeScript/Node.js apps, GitHub Actions CI/CD, and deployments to score text for clarity, engagement, correctness, tone; detect AI content and plagiarism; with auth setup, rate limiting, chunking, caching, monitoring, cost optimization, and migration guides.

Integrate OpenEvidence medical AI for clinical decision support in healthcare SaaS: run evidence-based queries, drug interactions, DeepConsult syntheses; automate auth setup, rate limiting, caching, RBAC, monitoring, CI/CD pipelines, Docker deploys, and production checklists in TypeScript/Node.js/Python projects.

Build, deploy, and manage full-stack applications, mini-programs, and cloud functions on Tencent CloudBase, with AI-powered code auditing, documentation creation, automated git workflows, and interactive prototyping.

Validate and generate secure GitHub Actions workflows for Google Cloud and Vertex AI deployments, enforcing Workload Identity Federation, least-privilege IAM, and OIDC best practices while automatically running security scans.

Query the latest AI news in Chinese from a zero-API, no-auth public JSON feed using natural language prompts like '今天AI圈有什么' or 'model releases', while managing your own AI news radar source list, RSS/OPML/GitHub feed health, and GitHub Actions/GitHub Pages deployment

Generate and format Terraform HCL code per HashiCorp style guides, bulk import existing AWS and Azure resources into state via search queries, certify modules for AVM compliance, and author .tftest.hcl tests for validation, mocks, and CI/CD pipelines.

Accelerate Shopify app development end-to-end: scaffold apps with OAuth and GraphQL Admin API, manage products/orders/inventory, register secure webhooks, optimize rate limits and query costs, deploy via GitHub Actions to Vercel/Fly, monitor performance, ensure GDPR/RBAC compliance, and debug production issues with curl traces and checklists.

Build production BambooHR API integrations for employee CRUD, directory syncs, time off management, reports, webhooks, and benefits; automate auth setup, CI/CD testing, rate limiting, performance optimization with caching, security hardening, and deployments to Vercel, AWS, GCP.

Automate Lucidchart diagram creation and management in Node.js/TypeScript apps via API: import shapes/lines from .lucid/JSON/CSV, link data dynamically, export PNGs, handle auth/errors/rate limits/webhooks, with CI/CD setup, Docker deployment, local dev loops, debugging bundles, security checklists, and prod optimizations.

Implement full PostHog analytics workflows: install SDKs for event capture, user identification, feature flags, A/B experiments, and cohorts in browser/server apps; debug errors, optimize costs/performance/privacy; set up CI/CD, deployments, multi-env configs, migrations, and monitoring across JS/TS/Node/Python stacks.

Integrate Juicebox API into Node.js/Python apps to search/filter 800M+ candidate profiles by skills/location/experience, enrich with AI tech maps/contacts, export to ATS like Greenhouse/Lever, automate outreach sequences, while handling auth, rate limits, CI/CD via GitHub Actions/GCP Cloud Run, monitoring, GDPR compliance, and error debugging.

Automate Apple Notes on macOS via osascript/JXA/Bash scripts: CRUD notes/folders across accounts, export to Markdown/JSON/SQLite/HTML, debug permissions/errors/timeouts, monitor health/performance, deploy launchd services, migrate data, and secure multi-user access.

Build production-ready Salesforce integrations in Node.js/TypeScript/Python: authenticate with OAuth/JWT, execute SOQL queries/CRUD/Bulk API/Composite ops, handle Platform Events/CDC, manage rate limits/security/performance, set up CI/CD deployments, and troubleshoot errors/debug logs.

Build production Framer plugins, code components, CMS syncs with external APIs, and Server API handlers; automate GitHub Actions CI/CD, local Vite dev loops, error debugging, performance tuning via batching/memoization, security hardening, rate limiting, webhooks, and production checklists.

Deploy, scale, manage, and optimize full-stack apps on Fly.io: from hello-world launches and GitHub Actions CI/CD to multi-region architectures, Postgres/Redis clusters, performance tuning, cost optimization, security hardening, error diagnosis, and Machines API scripting.

Automate end-to-end startup financial workflows with Fondo: set up integrations for Stripe, Gusto, Plaid; execute monthly bookkeeping closes and R&D tax credit qualification/filing; deploy Next.js dashboards to Vercel; optimize costs from AWS/GCP; run CI/CD budget checks and diagnostics.

Integrate SerpApi into Python and Node.js/TypeScript apps to extract structured search data from Google, Bing, YouTube, Shopping, News, and Maps. Automate setup, auth, cost-free local testing with pytest/Vitest fixtures, Redis caching, rate limiting, proxy deployment to Vercel/GCP/Fly.io, security hardening, production checklists, SEO monitoring, and legacy migrations via 18 Claude Code skills.

Build, debug, secure, deploy, and scale production Anthropic Claude API integrations using 30 specialized skills for authentication, error diagnosis, cost/performance optimization, guardrails, CI/CD pipelines, observability, and architectures in Python and TypeScript.

Build production ClickUp API v2 integrations: authenticate via tokens/OAuth, manage tasks/workspaces/spaces/folders/lists with CRUD and custom fields, handle rate limits/errors/webhooks, optimize performance/costs/security, deploy to Vercel/GCP with CI/CD, monitor with Prometheus, and migrate data from Jira/Asana.

Accelerate Intercom API integrations in Node.js/TypeScript apps by generating code for contacts/conversations management, webhook/event handling, auth setup, CI/CD pipelines, local testing, production checklists, security hardening, rate limit retries, performance caching, observability instrumentation, cost optimization, data migrations, and incident response runbooks.

Build, deploy, optimize, secure, and troubleshoot Python pipelines exporting Clari revenue forecasts, quotas, CRM data, and adjustments to Snowflake, BigQuery, or PostgreSQL. Includes CI/CD integration, API debugging, cost/performance tuning, local mocks, schema migrations, rate limit handling, and production checklists.

Build, deploy, optimize, secure, and debug Web3 dApps using Alchemy SDK: query multi-chain balances/NFTs/transfers, implement explorers/trackers/dashboards, set up CI/CD pipelines for Sepolia/mainnet, tune API costs/performance with caching/batching, handle webhooks, and migrate SDK versions.

Automate aiobotocore GitHub workflows for botocore syncing: bump versions with pyproject.toml bounds and CHANGES entries, classify bumps and override drifts, port sync tests to async pytest counterparts, create PRs with templates and checklists, synthesize PR reviews into asked/done/outstanding action plans, detect Pyright errors, and post inline code quality findings.

Run a terminal dashboard for GitHub pull requests to monitor status, CI/CD progress bars, bot comments, file changes, and merge PRs directly with squash or rebase options.

Accelerate Guidewire InsuranceSuite development by automating Cloud API integrations for PolicyCenter policy lifecycles, ClaimCenter claims processing, BillingCenter ops; CI/CD pipelines with Gradle/Gosu; error diagnosis/fixes; secure deployments; performance/cost tuning; production monitoring/incident response via 24 specialized skills.

Accelerate Palantir Foundry integrations by generating Python SDK code for building ETL data pipelines, managing Ontology objects, handling API errors and rate limits, configuring RBAC and security, setting up CI/CD with GitHub Actions, deploying to GCP/AWS/Docker, and implementing monitoring, observability, and cost optimization.

Optimize Kubernetes costs with Cast AI: deploy agents via Helm or Terraform, configure autoscalers and policies for spot instances and right-sizing, integrate cost checks into GitHub Actions CI/CD, debug agent issues, secure RBAC and API keys, and monitor savings across EKS/GKE/AKS using 18 targeted skills.

Develop production Adobe API integrations for Firefly image generation, PDF processing, Photoshop editing, and I/O Events using 30 skills that automate OAuth setup, error debugging, CI/CD deployment, performance tuning, security hardening, cost monitoring, load testing, and webhook handling in Node.js/TypeScript/Python apps.

Generate React, Vue, or HTML code from Figma designs using Anima SDK, automate pipelines with CI/CD via GitHub Actions, optimize API costs and performance with caching and throttling, debug errors, secure tokens, set up local dev loops with Vite previews, and deploy serverless APIs to Vercel or GCP.

Build production SalesLoft API v2 integrations in TypeScript: authenticate via OAuth, manage prospects and cadences, track emails/calls/engagements, handle rate limits/errors/webhooks, test locally and in CI with Vitest/GitHub Actions, deploy to Vercel/GCP/AWS, and optimize performance/security using 18 ready skills.

Build production-ready Figma API integrations to extract design tokens and assets into code pipelines, handle webhooks for real-time updates, manage authentication and rate limits, troubleshoot errors, and deploy to Vercel or Cloud Run with monitoring.

Orchestrate Hex data projects via API in external pipelines: trigger parameterized runs, poll status, integrate GitHub Actions CI/CD for deploys/refreshes, optimize costs/performance/rate limits, debug errors, secure auth, deploy to Vercel/Fly.io/Cloud Run, and migrate SDKs.

Develop full Miro REST API v2 integrations: create board CRUD workflows, deploy to Vercel/Fly.io/Cloud Run with OAuth and webhooks, manage rate limits/performance/security, set up monitoring/CI/CD, migrate from v1, and handle enterprise RBAC/provisioning.

Generate Node/TypeScript scripts to build Glean enterprise search integrations: index custom datasources with permissions, implement client API queries and AI chat, deploy connectors via Cloud Run/Lambda or GitHub Actions, optimize costs/performance, set up monitoring/alerts, manage RBAC/security, migrate from Elasticsearch, and debug/troubleshoot API errors and incidents.

Integrate Fathom AI meeting analytics into apps: authenticate API access, fetch transcripts/summaries/action items, set up webhooks for real-time processing, sync to CRMs like Salesforce/HubSpot, optimize rate limits/performance, secure PII handling, deploy via Cloud Functions/Docker, and test with CI/CD pipelines.

Build production-ready Node.js integrations for AppFolio property management API: generate authenticated TypeScript clients with rate limiting, caching, and error handling; create React dashboards and Express webhook handlers; set up GitHub Actions CI/CD, GCP deployments, performance optimizations, and validation checklists.

Build production Webflow Data API v2 integrations in TypeScript/Node.js: manage CMS collections/items/ecommerce, handle webhooks/events, configure GitHub Actions CI/CD/testing, deploy to Vercel/GCP/Fly.io, secure with OAuth/RBAC/tokens, monitor costs/performance/rate limits, migrate data, and upgrade SDKs.

Build production Algolia search integrations with skills for indexing from databases/APIs, faceted querying with filters/highlighting, error diagnosis/fixes, security via scoped keys/RBAC, CI/CD pipelines with GitHub Actions/Vercel deploys, cost/performance optimization, local dev setups, migrations, monitoring, and incident runbooks in TypeScript/Node.js apps.

Develop HIPAA-compliant Abridge AI integrations for ambient clinical documentation in EHRs like Epic/Athena: configure auth and FHIR OAuth, implement real-time WebSocket transcription workflows, generate patient summaries, deploy to GCP/AWS/Azure via Docker, optimize costs/performance, run CI/CD security scans, and validate production readiness.

Build, debug, deploy, and optimize Persona KYC identity verification integrations: set up API auth, create embedded UI workflows in React apps, handle webhooks/results in Node/Python backends, fix errors/rate limits, tune costs/performance, implement CI/CD pipelines, and deploy to GCP with Docker.

Automate Oracle Cloud Infrastructure (OCI) management: provision compute instances, VCNs, databases; deploy containers to Kubernetes; configure RBAC, monitoring, budgets; set up Terraform CI/CD pipelines; troubleshoot errors, handle migrations from AWS/Azure, and optimize performance/costs using Python SDK, CLI, and bash skills.

Build production Attio CRM integrations with Claude Code: handle authentication, full CRUD/search on records/companies/deals/custom objects, manage lists/notes/tasks, implement webhooks, debug errors/rate limits, optimize performance/costs, set up local dev/CI-CD/deployments to Vercel/Fly.io.

Build, optimize, deploy, and troubleshoot AssemblyAI-powered audio transcription apps in Node.js/TypeScript projects. Generate SDK integrations for speech-to-text, streaming, LeMUR analysis with diarization/sentiment/PII; CI/CD pipelines, Vercel/GCP deploys, cost/performance tuning, webhooks, security hardening, and error handling workflows.

Develop full OneNote Graph API integrations in Python or TypeScript: perform CRUD on notebooks, sections, and pages; set up MSAL auth; debug errors and generate diagnostics; optimize for rate limits and performance; configure CI/CD pipelines, local mocks, Docker/K8s deployments, and production checklists.

Build, deploy, debug, and scale Apify Actors for web scraping: scaffold Crawlee crawlers with input schemas and routers, manage datasets/queues/APIs programmatically, set up local dev/CI-CD pipelines with GitHub Actions, diagnose errors/timeouts/proxies, tune performance/costs, secure tokens, and integrate runs into Node.js apps.

Build full Hootsuite API integrations for social media: authenticate via OAuth, upload media and schedule posts across profiles, retrieve engagement analytics, handle rate limits and errors, optimize performance with caching/batching, deploy to Vercel or Cloud Run with GitHub Actions CI/CD, secure tokens, and debug issues—all in TypeScript/Node.js or Python.

Build and manage Snowflake data platforms: connect via Node.js/Python SDKs, ingest data from S3/GCS/Azure stages/Snowpipe, construct ELT pipelines with streams/tasks/dynamic tables, tune query performance/costs/clustering, enforce RBAC/security policies/governance, integrate CI/CD with GitHub Actions/Terraform, set up multi-env/observability, troubleshoot errors/incidents.

Build production web scraping pipelines with Bright Data: authenticate proxies/APIs, scrape JS/SPA sites via Scraping Browser/Playwright/Puppeteer/SERP, debug errors/rate limits, tune costs/performance/caching, deploy to Vercel/GCP/Fly.io, set up CI/CD/tests/webhooks, and monitor usage in Node.js/Python projects.