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Building DevPulse: An Automated Code Health & Analytics Engine with FastAPI

DEV Community: fastapiΒ·Ankan RoyΒ·5 days ago
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# Building DevPulse: An Automated Code Health & Analytics Engine

πŸ› οΈ Hacktoberfest 2026 Week 3 Submission: Developer Tooling & Automation

For Week 3 of the Hacktoberfest 2026 DEV Challenge, I built DevPulse β€”an automated developer utility API using FastAPI that evaluates code snippets, calculates complexity metrics, and generates instant architectural feedback.

πŸš€ What I Built

An asynchronous FastAPI microservice designed to inspect code structures, evaluate cyclomatic complexity, and provide clean maintainability ratings for backend repositories.

AnkanJU / Hacktoberfest2026

Monorepo for Hacktoberfest 2026 projects, DEV.to AI Challenges, and Open-Source backend implementations.

Tech Stack: Python 3.13, FastAPI, Uvicorn, Pydantic.

Theme Alignment: Developer Tools & Workflow Automation.

πŸ’‘ Why Developer Tooling Matters

Automating code health checks helps engineering teams catch structural bottlenecks early, ensuring robust, high-performance deployments across microservices.

πŸƒ How to Run…

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