Will Agentic AI evolve from simple code assistants to full-stack autonomous developers by 2025?

All answers to this question.

We aren't at the "replace a human" stage, but we are at the "autonomous junior dev" stage. I’ve used an agentic workflow where I provide a feature spec, and the agent uses a file-system tool to create the directory structure, write the boilerplate, and even run the initial 'npm test' to check for errors. The breakthrough is the "self-healing" capability. If the test fails, the agent reads the stack trace, reasons why the import failed, and fixes the code itself. In 2023, this saved us roughly 40% of time on initial feature scaffolding.

   Answered 2024-04-10 by Dorothy Lewis

Dorothy, that's impressive for scaffolding, but how does it handle complex business logic that isn't in the documentation? Can it "ask" for clarification, or does it just guess?

   Answered 2024-05-15 by Matthew Lee

• Matthew, that's exactly where the "Agentic" part shines. If the agent hits a point of high uncertainty, it’s programmed to stop and output a "Clarification Request" to the user. It treats the human as another tool in its arsenal. It’s a very collaborative process rather than the AI just guessing and potentially creating a massive security hole or logic bug.

     Commented 2024-05-20 by Dorothy Lewis

It's great for unit testing. I can give an agent a folder of components and it will autonomously write and run Vitest suites for every single one without any supervision.

   Answered 2024-05-24 by Nancy Walker

• Nancy, that's a perfect use case. Writing tests is often the most tedious part for devs, so having an agent handle that is a huge productivity booster.

     Commented 2024-05-27 by Joseph Rodriguez