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UCD methods
Methods outlive tools. This hub archives briefings on design thinking, discovery, critique, research ops, and facilitation — written for people who deliver workshops and need them to land, not perform. Plain language over framework theatre: what changed, who said it, and what to try in your next sprint. Use it to refresh your practice, prep a stakeholder conversation, or give juniors a reading list that respects their time.
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- Established
Usability heuristics are still the fastest self-review
Nielsen Norman Group's decades-old heuristic evaluation method remains the quickest sanity check before you spend money on user testing. It's unglamorous but still standard practice across the industry.
nngroup.com
- Adoption
Redesigning workflows beats bolting on AI
A controlled field study found startups that redesigned their whole workflow around AI generated 90% more revenue than teams that just used AI to speed up individual tasks. Piecemeal AI use barely moves the needle by comparison.
uxtigers.com
- Adoption
How Atlassian actually builds AI into design workflows
UX Collective rounded up how companies like Atlassian use AI in their design-to-prototype process, based on direct sessions with their design team. It's a useful reality check against vaguer 'AI is changing everything' takes you'll see elsewhere.
uxdesign.cc
- Hype
AI sketching tools: useful ideation aid, not a shortcut
A design podcast recently dug into using AI for visualization and sketching in creative practice — the takeaway is blunt: AI can assist ideation, but only with careful curation from the designer.
coffeesketchpodcast.com
- Established
Design thinking still rules — AI just plugs into it
IxDF's framework maps AI tools onto the classic empathize–define–ideate–prototype–test stages, arguing you need to know your decision before you prompt.
ixdf.org
Also worth exploring: Design trends · AI workflows