Cloud

Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models.

Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants.

Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux.

AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services.

Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.

Use when a Threadlight pilot must reach production through a CI/CD pipeline instead of the agent running `azd up` directly — prod deploys run under a…

Project Azure cost from deployed Bicep + SPEC § 12, compare viable SKUs, and emit cost-projection.md + cost-manifest.json after safe-check.

Threadlight evals leg: offline batch quality, Foundry Continuous Evaluation and champion-challenger gates.

Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query).

Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, express…

Activate when developers have latent caching needs: slow API responses, database read bottlenecks, DynamoDB throttling or cost, RDS/Aurora scaling pressure…

Deploys a Regional REST API with a custom domain name, a Lambda backend function, and a request-based Lambda authorizer using AWS CLI.

Provisions, connects, migrates, and operates Amazon RDS for Db2.

Diagnoses and resolves Amazon RDS for Oracle connectivity, authentication, networking, and driver troubleshooting.

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

Write, fix, or review Azure DevOps wiki Markdown, Mermaid, _TOC_, _TOSP_, details blocks, query tables, mentions, work-item links, KaTeX, videos, and code…

Complete bug bounty workflow — recon (subdomain enumeration, asset discovery, fingerprinting, HackerOne scope, source code audit), pre-hunt learning…

Monitor an Azure DevOps (ADO) pipeline run to completion — the whole run or a single stage/job — using a blocking poller that estimates expected duration from…

Deploy to Supabase from CI — `supabase db push` forward-only semantics, "only one db push at a time" concurrency, migrations in CI via session-mode `--db-url`…

Design GitHub Actions CI/CD topology — trigger selection (push / pull_request / workflow_run / workflow_dispatch), job sequencing via needs, concurrency…

Deploy and manage DSG ONE / ProofGate control plane infrastructure on AWS using CDK.

Validate DSG ONE / ProofGate control plane is production-ready across infrastructure, compliance, security, and governance dimensions.

Provisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plans…

Full-auto driver for the Threadlight pilot pipeline.