Five tools to bolster your AI coding stack

Whether you are using an AI code generator , vibe coding , or applying spec-driven development methodologies, your job doesn’t end with AI writing the code. Whether you’re using AI to develop applications, APIs, data pipelines , AI agents , or other automations, writing the code is just one part of the job. Developers must still perform code validation, test applications, automate deployment, and configure infrastructure.