5892 Use Cases

AI Use Case for Software Engineering โ€“ Extend Task Time and Add Rework in Complex Coding Tasks

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Use case "Extend Task Time and..." and related
6 use cases
AI Use Case in ๐Ÿ’ปSoftware

Extend Task Time and Add Rework in Complex Coding Tasks

Sources: ๐Ÿฆ Tweet by @SpirosMargaris ๐Ÿฆ Tweet by @SpirosMargaris ๐ŸŒ www.infoworld.com
Helps: Data Scientists IT Support Specialists QA Engineers +4 more
AI Features: Code Generation Image Generation
2 months ago
AI Use Case in ๐Ÿ’ปSoftware

Design, Build, and Monitor Production-Ready ML Systems

Sources: ๐Ÿฆ Tweet by @svpino ๐ŸŒ ml.school
Helps: Software Developers Data Scientists Data Warehouse Engineers +5 more
AI Features: Code Generation Personal Planning +1 more
3 months ago
AI Use Case in ๐Ÿ’ปSoftware

Automate Bug Fixes, PR Submissions, and Security Reviews in Codebases

Sources: ๐Ÿฆ Tweet by @vitrupo
Helps: Software Engineers QA Engineers Data Scientists +2 more
AI Features: Agentic Reasoning Code Generation +2 more
4 months ago
AI Use Case in ๐Ÿ’ปSoftware

Automate Software Engineering Tasks End-to-End

Sources: ๐Ÿฆ Tweet by @SpirosMargaris ๐ŸŒ www.pymnts.com
Helps: Software Engineers QA Engineers Systems Analysts +3 more
AI Features: Agentic Reasoning Code Generation +2 more
5 months ago
AI Use Case in ๐Ÿ’ปSoftware

Iteratively Review AI-Generated Code for Quality and Security

Sources: ๐Ÿฆ Tweet by @svpino ๐ŸŒ www.codacy.com
Helps: Software Engineers Data Scientists Data Analysts +3 more
AI Features: Code Generation Text Classification +2 more
3 months ago
AI Use Case in ๐Ÿ’ปSoftware

Automate Command-Line Development with Agentic AI Tools

Sources: ๐Ÿฆ Tweet by @petergyang ๐Ÿฆ Tweet by @AndrewArruda
Helps: Computer Programmers Data Scientists Data Warehouse Engineers +3 more
AI Features: Agentic Reasoning Code Generation +1 more
2 months ago
AI Use Case in ๐Ÿ’ป Software Engineering

Extend Task Time and Add Rework in Complex Coding Tasks

Experienced developers use AI coding tools (Cursor Pro, Claude 3.5/3.7 Sonnet) to assist with complex tasks on mature repositories. While reducing cognitive load, these tools led to a 19% slower task completion rate due to intricate standards and dependencies, with only 44% of AI-generated suggestions being accepted and extensive rework required.
Helps: Data Scientists IT Support Specialists QA Engineers UX Developers CDM Managers Data Warehouse Analysts Mechanical Designers
AI Features: Code Generation Image Generation
Jul 13, 2025

Sources (3)

โ€œDespite glowing reviews, a rigorous study shows experienced coders take...โ€

๐Ÿฆ Tweet by @SpirosMargaris • Jul 13, 2025

โ€œRT @SpirosMargaris: Despite glowing reviews, a rigorous study shows experienced...โ€

๐Ÿฆ Tweet by @SpirosMargaris • Jul 13, 2025

โ€œAI coding tools can slow down seasoned developers by 19%โ€

๐ŸŒ www.infoworld.com โ€ข Jul 13, 2025

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