Generate failing tests for the TDD red phase to define expected behavior and edge cases.
Generate failing tests for the TDD red phase to define expected behavior and edge cases.
Generate failing tests for the TDD red phase to define expected behavior and edge cases.
Senior Software Architect. Expert in AI-Native Systems, Modular Monoliths, and Edge-Cloud Orchestration for 2026 ecosystems.
Design GCP solutions across compute, storage, networking, and serverless with cost optimization, security hardening, and Framework alignment.
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards...
Design Azure solutions across compute, storage, networking, and serverless with cost optimization, security hardening, and Framework alignment.
Netlify development best practices for serverless functions, edge functions, Blobs storage, build configuration, and deployment workflows.
Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
Master of Bun-Vercel orchestration, specialized in Next.js 16.2 Edge-first deployments and Zero-Secret OIDC pipelines.
Google Cloud Platform CLI - manage GCP resources including Compute Engine, Cloud Run, GKE, Cloud Functions, Storage, BigQuery, and more.
Google Cloud Platform CLI - manage GCP resources including Compute Engine, Cloud Run, GKE, Cloud Functions, Storage, BigQuery, and more.
Remove backgrounds from images using segmentation. Support for color-based, edge detection, and AI-assisted removal methods. Batch processing available.
Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.
Vercel and Next.js deployment best practices including server components, edge functions, AI SDK integration, and performance optimization.
Debug Spectro Cloud Palette clusters using event streams, log bundles, and edge host logs. Tracks known errors - both actionable and noise.
Expert in AR/VR, WebXR, and spatial computing for Vision Pro and web
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