sickn33

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

Complete guide to observability patterns for Istio, Linkerd, and service mesh deployments.

Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).

Train or fine-tune TRL language models on Hugging Face Jobs, including SFT, DPO, GRPO, and GGUF export.

Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer

Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.

Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns.

Guidelines for creating API routes in Expo Router with EAS Hosting

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.

Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts.

Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.

Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives.