A Practical Guide to Getting Stuff Done with Vibe Coding

Following a $156 million Series C funding round and doubling revenue over two consecutive years, the company faced challenges in managing the influx of customer data and technical requests. To address these, a team member utilized AI tool Claude Code to automate processes, such as scanning Salesforce for new opportunities and generating customer health reports, saving significant time and connecting previously siloed data. However, the experience highlighted that successful AI coding requires strong software engineering fundamentals, detailed planning, and effective management akin to overseeing a junior developer. Despite initial hurdles like AI's lack of persistent memory and understanding, the effort resulted in increased productivity, allowing the team to focus more on customer interactions and product development. The experience underscored the importance of engineers learning to leverage AI as a tool to enhance their capabilities rather than replace them.