StackMaxxer

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  Step 1: Project Mode

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  Step 2: Budget & Scale

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  Step 3: Feature Selection

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  Different tech stack options:

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  Detailed description of each service/ tech stack component:

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  Comparision with other alternatives:

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  Architecture visualization of tech stacks:

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  Cost analysis metrics which compares spending vs users:

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  Landing Page

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  Description of each tech stack, estimated budget based on pricing docs, and time to ship based on experience levels:

StackMaxxer: AI-Powered Tech Stack Intelligence for Every Stage

The Problem

From scrappy startups to global enterprises, teams lose countless hours researching the right tech stack and still make costly mistakes.

Startups overspend on unnecessary tools. Enterprises remain trapped in legacy systems that drain resources and slow innovation.

The result is wasted budgets, technical debt, and missed opportunities to adopt faster, cheaper, and more scalable alternatives.

Our Solution

StackMaxxer is an AI-powered platform that instantly recommends optimized tech stacks tailored to your budget, scale, and performance needs, whether you are building a new product or modernizing legacy infrastructure.

Powered by Perplexity’s Search and Sonar-Pro APIs, StackMaxxer continuously analyzes real-time pricing, performance metrics, and compatibility data across thousands of technologies to deliver 2–3 curated stack recommendations with transparent, evidence-based reasoning.

Key Innovations

• Real-Time Cost Simulation

  See projected monthly costs at 100, 1K, 10K, and 100K users to uncover hidden expenses and prevent vendor lock-in.

• Explainable AI Reasoning

  Every recommendation includes the “why,” including trade-offs, integration complexity, and alternatives considered.

• Security and Compliance Insights

  Detects potential misconfigurations and lock-in risks, which is critical for enterprise governance.

• Interactive Architecture Diagrams

  Visualize your stack with real-time data flow and protocol mappings for clarity.

• ⚙️ One-Click Documentation Export

  Instantly generate production-ready architecture documentation and decision reports.

Tech Stack

• Frontend: Next.js 14, TypeScript, Tailwind CSS (interactive visualizations)
• Backend: Python FastAPI with real-time Perplexity API integration
• AI Engine: Grounded synthesis combining live data, technical reasoning, and domain expertise

Impact

StackMaxxer eliminates hours of technical research and trial-and-error across every stage of software growth.

It saves startups from expensive mistakes, helps enterprises modernize faster, and empowers developers to make smart, transparent, and future-proof technology decisions.

Vision

To become the standard intelligence layer for technology decision-making, turning the chaos of tool choice into confident, data-driven architecture.

Demo

https://youtu.be/btmGuBlz4mI

Team

Aaditya Nair (Frontend + Backend, LLM) - https://www.linkedin.com/in/aaditya-nair-82032a287/ Timothy Chen (Frontend + Backend, LLM) - https://www.linkedin.com/in/timothychenldn/ Kazybek Khairulla (Backend) - https://www.linkedin.com/in/kazybek-khairulla/ Nishit Joshi (Frontend + Backend, LLM, demo) - https://www.linkedin.com/in/nishit-j-/

Built With

• fastapi
• next.js
• perplexity
• python
• shadcn
• tailwind