AI tools for “architecture”

…git branch. Not for: agent runtime selection, agentic architecture decisions, or agent migration planning — use agent-advisor for those. Not for standalone Bedrock cost estimates or infrastructure-only migration.…

…exports, clarify migration requirements, design AWS architecture, estimate costs, generate migration artifacts, and collect optional feedback. After Estimate, an optional what-if workshop can reprice…

…FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost optimization, security, fundraising, go-to-market, and…

…exports, clarify migration requirements, design AWS architecture, estimate costs, generate migration artifacts, and collect optional feedback. Clarify must finish before Design, Estimate, or Generate. Includes…

Startup-tailored AWS architecture advice that adjusts recommendations to the company's stage (pre-revenue through Series B+), team size, runway, and available credits. Use when a founder wants guidance or a…

…migration requirements via an assumption sheet; design AWS architecture; estimate costs (both a 1:1 lift and a right-sized target); optionally reprice what-if scenarios in a workshop sidebar; generate migration…

…vs Lambda MicroVMs, deploy an AI agent on AWS, agent architecture on AWS, I have an agent idea what do I build, move my agents to AWS, migrate my agents to AWS with a plan, agent migration plan, add AgentCore…

…codebase for what it can already infer, then writes an AWS architectural scaffold and implementation directly into the project. Use when the user wants to build a new app, scaffold a project, or expand/refactor an…

…dedicated infrastructure mid-deal. Not for single-tenant architecture or general IAM policy authoring, which belong to the aws-core skills…

…the request calls for, is sufficient to produce the full architecture spec; do not load execution skills until the spec is approved and you begin building…

Planning skill. Use before building anything to gather requirements through structured discovery questions. Covers dimensions, UX, data, governance, and planning cycles. Load this skill during Phase 0 of…

…workflow. Orchestrates the full planning process including architecture, steps, prompts, evaluators, and testing strategy using specialized…

…and disaster recovery using the official Reference Architecture site as the sole source of facts. Use this skill when the user asks how to size Artifactory or Xray, which deployment pattern to choose, single vs…

…a new vocabulary from the corpus, instantiates the model architecture from defaults, and launches pretrain_ddp.py inside the kermt container (detached for long runs). Unlike kermt-continue-pretrain, no starting…

…`manifest.xml`, and SuiteQL queries to produce README.md, architecture diagrams (Mermaid/ASCII), deployment guides, and troubleshooting tables. Can integrate with post-deployment documentation workflows when…

…automotive, factory and digital-twin workflows, architecture and construction, media and 3D content, robotics, fleet simulation, and physical AI content delivery. Discover requirements and route to…

Backend architecture guidance. Use when planning, building, or migrating an API or backend; choosing between Functions, Services, containers, Daemons, Workflow, Queues, and Marketplace databases; or selecting a…

Create the medallion architecture on Oracle AI Data Platform - registering an EXTERNAL catalog of source type SNOWFLAKE by default, and generating Spark SQL for schemas, tables and views from an approved Snowflake plan…

…instance, and semantic segmentation with a single architecture using task-conditioned queries. Use when training, evaluating, exporting, quantizing, or running inference for a TAO OneFormer model. Trigger…

…for semantic segmentation. Lightweight transformer-based architecture with hierarchical feature extraction, efficient for real-time segmentation tasks. Use when training, evaluating, exporting, quantizing, or running…