Tech Stack Evaluationv1.0.0

A company using a Python FastAPI backend with vanilla JS for internal dashboards struggles with maintainability as the dashboard grows to 30+ charts. The skill recommends incremental frontend modernization to React + TypeScript for component reuse and type safety, while keeping the solid FastAPI backend.

A startup with a monolithic Python application finds adding features requires touching 4 files due to tight coupling. The skill diagnoses this as a structural maintainability issue and recommends splitting the monolith into focused processors rather than a full rewrite, with minimal effort and high payoff.

A team built a data-heavy prototype with FastAPI + Pandas + vanilla JS, now needing multi-user support, persistence, and scalability. The skill evaluates options from incremental addition of a database and React frontend to a full stack rewrite, with effort-vs-payoff analysis based on current stack blockers.

A company with a REST-based backend wants to add real-time updates for a monitoring tool. The skill identifies that the current stack lacks WebSocket support and recommends adding WebSocket capabilities with minimal changes to the backend, leveraging the existing framework rather than a rewrite.

A small team using low-code tools for internal operations outgrows the platform's performance and customization limits. The skill recommends evaluating a modern stack like React + Node.js for custom internal tools, with a phased migration plan to avoid disruption.

Offer tech stack evaluation as a service to startups and SMBs, conducting maintainability audits and providing evidence-based migration roadmaps. Revenue is generated per engagement or retainer.

Build a SaaS tool that automates the maintainability assessment and stack recommendation process, integrating with code repositories. Revenue from subscription tiers based on team size and analysis depth.

Offer a free basic scan that identifies maintainability grades and top issues, then upsell premium reports with detailed migration plans and hands-on support. Revenue from one-time reports or hourly consulting.