Introducing ProdE: The Code Intelligence Layer for Engineering Teams
Jul 21, 2025
2 min read
Article
Most developers spend 70% of their time trying to understand how things work - jumping between services, reading old docs, just to figure out what a function actually does. Writing code is only a small part of the job.
Yet every AI tool focuses on code generation, not understanding what's already there. This gap slows teams down and leaves coding agents without any context.
We built ProdE to fix that.
ProdE is a context engine for your codebase. It builds a smart layer over your repositories that helps your team and AI agents understand how everything fits together like they've been part of the team from day one.
Why We Built ProdE
Engineering teams hold tons of hidden knowledge: how systems connect, why certain decisions were made, what broke last time someone touched this code.
When senior engineers leave, that context disappears forever. New developers spend months figuring out how things work. Onboarding takes forever - weeks or months before they're productive.
Meanwhile, teams waste thousands on AI tools that don't understand their systems. Here's what actually happens: You ask Cursor or Copilot to help with a feature. You spend 30 minutes explaining your architecture. It generates code that technically works but breaks three other things.
What teams really need is context: who wrote what, how the system has changed, and how different parts connect. ProdE brings all that together in one place.
How ProdE Works
Getting started takes just a few minutes. Connect your Git providers, select your repositories. ProdE indexes your entire codebase - across services, tests, and configurations.
ProdE then builds a real-time intelligence layer that directly connects with any AI coding agent you're using. As your code changes, ProdE automatically updates the context. No retraining or manual sync needed. It evolves with your system, continuously.
Built for Software Teams
ProdE isn’t just for individual developers it’s built for entire teams to work smarter together. We're not trying to replace your tools. ProdE works with whatever you already use - Cursor, Copilot, Windsurf, VS Code via MCP servers.
ProdE helps everyone:
Senior engineers onboarding new teammates
Product managers tracing feature ownership and planning features
Developers working across multiple codebases
QA and SRE digging through logs and test cases
Security teams needing visibility into what's running where
What Makes ProdE Different
Everything runs in your environment. Your code, your data, your control.
ProdE is designed to scale with your organization. The context layer is persistent, centralized, and role-aware so everyone, including your AI agents, can stay aligned. We handle complex setups - multi-repo, microservices, whatever you have.
We're not building another AI assistant. We're building the missing infrastructure piece that makes all AI tools work better for real codebases.
Try ProdE
If you're tired of explaining your architecture to AI tools every single time, try ProdE.
Free for 30 days with full access. No credit card required. Connect your repos and see what happens when AI actually understands your code.
Sign up at prode.ai
— Abhishek
Co-founder, CuriousBox AI