Published 8 September 2026 · Source dated 26 August 2026
AI agents are moving from chatbot Q&A to actually running workflows, and operations teams are feeling it first, per a MarketScale industry analysis. NIST's CAISI has launched an AI Agent Standards Initiative to bring guardrails to this shift.
Coach
pick one repetitive step in your design process and write down exactly where a human sign-off is non-negotiable — before letting any agent touch it.
Surf this topic: UCD methods (opens in a new tab)
Source: marketscale.com (opens in a new tab) ·
Jakob Nielsen's ten usability heuristics have been the backbone of UX critique since 1994. They're worth relearning properly, not just skimming the list.
nngroup.com (opens in a new tab)
Your move
Pick one screen from your own portfolio and run it against all ten heuristics — write down which one it breaks hardest, and fix that first.
AI tools can generate screens fast, but they don't validate usability — that's still on you. Classic heuristic evaluation is more relevant, not less, now that production speed has gone up.
nngroup.com (opens in a new tab)
Your move
before you ship your next AI-assisted screen, run a quick 10-point heuristic check against it and write down what fails.
More first drafts are arriving via AI agents, but the fundamentals of a good design critique haven't moved. IxDF's literature on critique still holds regardless of who — or what — made the first version.
interaction-design.org (opens in a new tab)
Your move
next time you review an AI-assisted design, ask 'what user problem does this solve?' before commenting on how it looks.
