Devin is an AI software engineering tool that effectively handles small, well-defined coding tasks, especially in frontend development, costing $2-10 per fix. However, it struggles with complex tasks,
making it currently suitable only for narrow use cases rather than functioning as a full junior developer replacement.
Reasons to Read -- Learn:
practical limitations and capabilities of AI coding assistants through real-world testing, including specific examples of tasks where Devin succeeded and failed
economic considerations of using AI coding tools, with concrete pricing ($500 for 250 ACUs) and actual costs per task ($2-10 for small fixes, $40 for larger tasks)
how to effectively integrate AI coding assistants into your development workflow, including best practices for task assignment and the optimal scope of work to delegate
author: Joseph E. Gonzalez
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