Backend

Guides users through discovering their database requirements, recommends a Google Cloud database based on a recommendation matrix, and assists in database…

Generates Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos on Google Cloud from resolved PromQL or ListTimeSeries queries.

Query Cloud Trace spans, filter by latency thresholds or error status, correlate distributed traces with Cloud Logging, and diagnose latency bottlenecks…

Diagnoses and resolves Filestore client mount failures on Google Cloud, permission errors (EACCES), and network timeouts (ETIMEDOUT).

Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation.

Provides a Python interface to bioinformatics services including UniProt, KEGG, ChEMBL, Reactome, QuickGO, and UniChem.

Integrates with the official LabArchives ELN REST-like API and Inventory API v1.

Converts heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion.

Version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies, PuffeRL training, evaluation, and safe checkpoint review.

Develops and reviews PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations.

Integrates local AI capabilities into applications using Embeddable Lemonade.

Guides production TypeScript work with current Effect APIs and explicit Effect architecture; use when implementing, reviewing, debugging, or refactoring…

Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI.

Build or update a professional-grade design system in Figma from a codebase.

通过 markdown.new API 将网页、整站或搜索结果转换为干净的 Markdown

Patterns for SQLite databases in Python projects - state management, caching, and async operations.

Upgrade a coded website to award-tier, editorially-crafted design using fal.ai.

Builds generative AI applications on Amazon Bedrock.

Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and relationship-heavy workloads — fraud…

Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch.

Routes serverless requests to a compute form factor and the skill that owns it.

Migrate workloads from Microsoft Azure to AWS.

Migrate workloads from Google Cloud Platform to AWS — plus AI and agentic workloads from any provider.

Migrate workloads from Heroku to AWS.