DevOps

Guides on implementing security measures in API gateways, including authentication, rate limiting, request validation, and TLS configuration. Useful for DevOps and security teams securing microservice APIs.

Implements secure API key generation with identifiable prefixes, server-side hashing, key rotation with grace periods, per-key scoping, IP allowlisting, rate limiting, and automated leakage detection to protect API authentication.

Implements API rate limiting and throttling controls using token bucket, sliding window, and fixed window algorithms to protect endpoints from abuse and enforce fair usage quotas.

Continuously discover, classify, and risk-score all APIs (internal, external, partner, shadow) to detect configuration drift, policy violations, and missing security controls. Use when deploying API security posture management capabilities.

Implement API threat protection using Google Apigee policies including JSON/XML threat protection, OAuth 2.0, rate limiting, and regex injection detection. Use when securing APIs against OWASP Top 10 threats.

Guide for migrating a JavaScript/TypeScript project from Prettier or Biome to the Oxfmt code formatter. Use when asked to convert or switch formatters.

Configure Google Cloud Identity-Aware Proxy to enforce per-request identity verification for cloud applications, enabling context-aware access without VPN.

Assistant for developing the ITOps Agent Platform, an enterprise multi-agent IT operations automation tool. Use for debugging, deploying, or learning about its architecture and codebase, covering frontend/backend, Docker, CI/CD, and database migrations.

Monitor and profile GPU inference workloads with Graphsignal. Set up profiling for vLLM, SGLang, PyTorch, and dstack services to optimize performance and trace errors.

Analyzes Rails applications and generates comprehensive upgrade reports with breaking changes, deprecations, and step-by-step migration guides for Rails 7.0 through 8.1.1. Use when upgrading Rails applications, planning multi-hop upgrades, or querying version-specific changes.

A collection of useful Linux commands for remote reboot, memory management, I/O statistics, and process backgrounding. Use when you need quick reference for these tasks.

Guides migrating Spring Boot projects across major and minor versions (2.7 to 3.5, 3.5 to 4.x, and within 4.x). Covers toolchains, Jakarta EE, security, Hibernate, Jackson, properties, testing, and OpenRewrite automation.