DevOps

Set up and optimize a complete local AI infrastructure — Ollama, Open WebUI, local RAG pipelines, and private model serving.

AWS Lambda handler patterns with CDK infrastructure conventions.

Create and maintain clear, reviewable pull requests.

Expert guidance on requesting, renewing, and revoking certificates in the Wendy ecosystem via pki-core.

BA Phase 5 — post-implementation completeness verification (UI tasks).

Run the checks a GitHub Actions workflow would run, locally, when Actions is unavailable or out of quota.

Deploys and manages Laravel applications on Laravel Cloud using the `cloud` CLI.

Takes a Node.js or TypeScript service to production-grade observability with autotel, in an existing codebase or a new one, and keeps it there.

Use when checking what state a tycoon project is in (pipeline/source status, recent ingestion or dbt run history, row counts, table freshness) and especially…

Automate Reconify in CI.

Configure GitHub repo settings and branch protection with auto-detected required CI checks from workflow files

Cloud bij de overheid: cloudstrategie, soevereine cloud, IaC, FinOps, multi-cloud, hybride cloud, SRE, Kubernetes, exit-strategie.

Ship phase.

Use when the user asks to deploy, install, reinstall, redeploy, upgrade, or connect to the CDF Orchestration Airflow controller.

Use when Cosmos3 setup, fetch, inference, CUDA, uv, Docker, Hugging Face, GitHub, NGC, or checkpoint staging fails in NPA or in an upstream Cosmos framework…

Use when preparing commits, documentation, reports, examples, tests, pull-request bodies, issues, or live-validation handoffs involving Nebius, to prevent…

Convex is the backend agents get right on the first try: an all-TypeScript reactive platform where the database, server functions, scheduling, file storage…

Monitor a pull request through review and CI.

AIDLC Build + Test orchestrator (TDD).

Story-to-e2e-test workflow that takes a Jira [QE] Story, discovers the project's e2e testing infrastructure, plans test scenarios, writes e2e tests matching…

Story-to-code workflow that takes a Jira Story, plans the implementation, writes contract-based tests and production code via TDD, validates against the…

Verify a change in both directions before claiming it works.

Run GitHub Actions CI locally with Agent CI only when explicitly requested.

Use Ambit to deploy and manage apps on private Tailscale networks.