AI for Teams: AI Assistance beyond Coding
summary
Generative AI amplifies non‑coding work by turning domain prompts and screenshots into usable outputs but still needs human oversight: ThoughtWorks tracks 128 tools, prototypes render as an SVG mockup and a click prototype in five minutes (Lovable, Vzero), AI drafts incremental Jira stories and ADRs but hallucinates sources and over‑scopes, and a Lovable bot even floods GitHub causing an incident. Use AI for divergent ideation, fitness functions and threat models, then filter, refine, and integrate with wikis, Jira and Figma.
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chapters (6)
- 0:00Introduction to AI beyond coding
- 6:40AI for ideation and design
- 17:08AI in design workflows
- 23:34AI for specification and breakdown
- 36:33AI amplifying architectural practices
- 45:04Future of AI in teams
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