AI

1. IntroductionThe realm of Artificial Intelligence is constantly evolving, presenting new challenges and opportunities for innovation. At Money Forward, we're always eager to push the boundaries of what's possible, and the recent AI Mini Challenge presented a fantastic opportunity to do just that. This internal competition challenged teams to explore and implement AI solutions to real-world problems. It was an intensive yet incredibly rewarding experience, and we're excited to share our journey and the technical insights we gained.We are a team of engineers at Money Forward who came together for the AI Mini Challenge, bringing a strong mix of backend and frontend expertise. As backend engin

1. IntroductionHey everyone! I'm Dante, and I'm part of the Bante team, a group of five enthusiastic developers – Barry, Jett, Andre, Chein, and myself. We are all Backend Developers.2. SituationBefore this challenge, most of us were primarily AI users. We'd interact with AI tools and marvel at their capabilities, but the inner workings remained a bit of a black box. This sparked a deep curiosity: we wanted to peel back the layers and understand everything about AI, from Large Language Models (LLMs) and embeddings to indexing, agents, and post-processing. The mini-challenge presented the perfect opportunity to learn by building, pushing us to create a practical AI tool from the ground up.O

Hi everyone! I'm Hugon, a Golang Engineer working on the Lease Accounting project. I'm excited to share the story of how my team and I tackled a company-wide AI mini-challenge and won the Evolution prize! Our journey wasn't about building a complex AI from scratch, but rather about solving a real-world problem for our team.Why We Joined the ChallengeMy main motivation for participating was simple: I wanted to find a way to use AI to boost productivity for both developers and Product Owners on my team. The mini-challenge gave me the perfect opportunity to explore this idea.Initially, we thought we'd build a RAG (Retrieval-Augmented Generation) system and an AI agent completely from the ground

The MFV AI Mini Challenge, which concluded on June 27th, marked not an end, but a significant beginning in MFV's journey towards integrating Artificial Intelligence into its core operations.

Hey everyone, Hugo here!As a developer at Money Forward, I'm always looking for ways to optimize my workflow and become more efficient. Recently, I stumbled upon Cursor AI, and let me tell you, it’s been a total game-changer. I wanted to share my experience and dive into the technical aspects of how it's impacted my daily work.Before Cursor AI, I often felt bogged down. Debugging those gnarly, edge-case bugs? Hours. Setting up a boilerplate for new features? Tedious. Keeping up with the latest best practices and framework updates? Exhausting. I’d find myself constantly switching between my IDE, documentation, and Stack Overflow, trying to piece everything together. It felt like my produc