Cloud

Generates code that transforms datasets between ML schemas for model training or evaluation.

Render Cisco Data Fabric ingest-time routing workflows and Splunk Cloud Platform Ingest Processor setup plans with SPL2 pipelines, source types, destinations…

AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python.

Build AI applications on Microsoft Foundry using the azure-ai-projects SDK.

Upload files to Cloudflare R2, AWS S3, or any S3-compatible storage (like MinIO) and generate secure, time-limited presigned download links with configurable…

Authentication and authorization patterns - JWT, OAuth2, sessions, RBAC, ABAC, passkeys, MFA, identity-aware proxies, and Better Auth.

Kubernetes and Helm in practice: Deployments, Services, probes, resources, autoscaling, disruption budgets, NetworkPolicy, Pod Security Standards, Gateway API…

Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Party Gemini models and Third-Party OpenMaaS models (Llama…

Validate a branch, run quality gates, update documentation and changelog, and open a pull request.

Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services.

Astro framework patterns, islands architecture, content collections, rendering strategies, and deployment.

Hono on Cloudflare Workers - composition, middleware, typed bindings, validation, RPC, streaming, testing.

Cloudflare Workers + Wrangler edge ops: runtime, bindings, local dev, secrets, deploy/CI, Pages-vs-Workers.

Build a real-time change-data-capture pipeline from a transactional database (Aurora DSQL, Aurora Postgres, RDS) to Redshift Serverless, S3, or any other…

Manages Amazon DocumentDB end-to-end — serverless-on-8.0 cluster setup, TLS/VPC/driver config, flexible-schema and vector-search data modeling, MongoDB…

Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size.

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3…

AI image generation with OpenAI GPT Image 2, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream and Replicate APIs.

Collects bounded packet captures from AKS nodes and Azure network configuration for wire-level evidence.

Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation.

Guidance for instrumenting webapps with Azure Application Insights.

End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval.

Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work.

Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files.