10-factor weighted scoring methodology for assessing build difficulty. Includes factor definitions, scoring guides, and agent/hybrid adjustments. Use when assessing project complexity.
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Real pricing data for cloud compute, databases, LLM tokens, auth, payments, email, hosting, and monitoring services. Use when estimating infrastructure or operational costs.
Communication guidelines for non-technical founders. Plain English defaults, analogy-first explanations, progressive disclosure. Use when generating any user-facing architecture output.
Security architecture, observability, CI/CD pipelines, database migrations, and environment strategy patterns for production-ready systems
Detects product type from user requirements to trigger domain-specific architecture depth sections
Generate presentation-ready Word documents for stakeholder discussions. Translates technical architecture blueprints into business-focused presentations with diagrams, cost analysis, and approval checklists.
Sync sprint backlog from architecture blueprint to project management tools (Linear, Jira, GitHub Issues, Asana, ClickUp). Creates issues/tasks with user stories, acceptance criteria, priorities, and sprint assignments.
Six-pillar well-architected framework for evaluating architecture quality — operational excellence, security, reliability, performance, cost optimization, and developer experience