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ExpressJS
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My co-founder and I ran a boutique consulting firm and realized we were spending too much time understanding client requirements to get started on the project. We figured that we could specially train an LLM to understand a client's requirements and convert it into a knowledge graph and statement of work
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We are the only end-to-end solution for planning and visually explaining how to get from an idea to reality.
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Freelance agencies are using this tech as an embedded widget on their site where prospective clients discuss their project and request a meeting with the agency. The agencies are able to view each client's project in detail before they even meet the client.
Founders are also using it to map out their MVPs and request a meeting with pre.dev to actually get the MVP built.
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Frontend - React
Backend - Node Js Express - Llama 2 - GPT 4
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One could technically recreate pre.dev with the correct training data and prompt engineering and training their own LLM, but this would costly in both $$$ and time.
Based on our record, ExpressJS seems to be more popular. It has been mentiond 493 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Backend: Node.js & Express for file handling and metadata extraction. - Source: dev.to / 3 months ago
Casbin provides an external policy engine if your permission model grows complex enough that a centralized JS function becomes hard to maintain. Open Policy Agent serves the same purpose for multi-service architectures. Node.js and Express.js documentation cover the middleware pattern in detail. - Source: dev.to / 3 months ago
Many REST frameworks also ship with limited security controls enabled by default. Express.js , a minimal web framework, does not include rate limiting or input validation out of the box and relies on middleware for these concerns. Django REST Framework includes throttling features, but they are not enabled by default. - Source: dev.to / 3 months ago
Nearly every server-side web framework uses some version of MVC. Django calls it MTV (Model-Template-View), Rails follows classic MVC, and Express.js gives you the building blocks to implement your own version. - Source: dev.to / 3 months ago
For this guide, you will use the authentication proxy approach with Express. This gives you full control over authentication logic and RBAC. It also integrates well with the Descope MCP Express SDK, which is designed to allow you to easily add MCP specification-compliant authorization to your MCP server. The authentication proxy sits between clients and the MCP server, and validates every request before forwarding... - Source: dev.to / 4 months ago
Node.js - Node.js is a platform built on Chrome's JavaScript runtime for easily building fast, scalable network applications
Asana - Asana project management is an effort to re-imagine how we work together, through modern productivity software. Fast and versatile, Asana helps individuals and groups get more done.
Ruby on Rails - Ruby on Rails is an open source full-stack web application framework for the Ruby programming...
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Projectmaven.io - Transform ideas into buildable specs in minutes. AI-guided wizard captures your features, integrations, and preferences โ generates Project Summary, Cost Estimate, SOW, PRD, and Project Tracker. One-click export to Cursor, Bolt, Lovable, v0, Replit.