A founder-built application created with AI coding tools ran into common AI-assisted development challenges, including missing source code and performance issues. Keyhole Software reconstructed the system, optimized Python processing, and enabled a successful launch. A client without a formal software background spent close to a year building a stock alerting app, mostly using AI-assisted coding tools and a lot of …
Development: Microservices Analytics UI with React & Spring
A team of Keyhole Software Consultants built a customer-facing analytics dashboard for an international leader in automotive data and software services. This project was performed under an aggressive deadline and was completed both early and under budget.
The goal of the project was to both build the analytics dashboard and make all data accessible through a REST API. The development team was also tasked with building a custom solution for user authentication using JWTs to control access based on user subscriptions through an API Gateway.


