DevOps

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…

Deploy Solidity contracts to MAINNET (or testnet) safely via the ChainGPT plugin.

Audit-before-action security workflow for any Web3 interaction the user is about to take.

Design Kubernetes, IaC (Terraform), networking, and multi-environment configuration.

Estimate cloud infrastructure, ScalarDB licensing and operational costs, including sizing estimates.

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…

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

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

Design a multi-cloud, four-environment infrastructure configuration from requirements and emit the design document, environment matrix and ADRs, with no…

Review existing infrastructure code or a design document against the OKF k8s/tf bundle and return severity-ranked findings: ownership overlap, image digest…

Triage entry point for multi-cloud (AWS / Azure / GCP) infrastructure work across local / test / staging / production: resolves the OKF k8s/tf bundle, fixes…

Bump package versions across the MDK monorepo and resync every affected lockfile the way CI expects.

Survey and route the deploy value stream.

ARCHITECTURE.md: the system as it stands, in the present tense.

Argo CD objects in any GitOps repository.

AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale.

AWS cost optimization, monitoring, and operational excellence expert.

Use when designing APIs, working with databases, building microservices, handling authentication and authorisation, optimising server performance, designing…

Platform-agnostic CI pipelines: quality gate, Trivy scans, path filters, caching, releases.

CONTRIBUTING.md: dev setup, tests, pre-commit and CI.