The 200-Prompt Wall
Why long-running AI projects collapse around 200 prompts — and the architectural solution that breaks the limit.
Further reading
AI workflow architecture matters because AI adoption fails when tools know the task but not the operating context around it.
Why long-running AI projects collapse around 200 prompts — and the architectural solution that breaks the limit.
AI can raise output while draining human judgment. The hidden cost is the evaluation tax teams pay when every generated artifact needs review.
Most AI taskforces focus on tools and policies. The real outputs are structural: a knowledge map, context index, workflow, diagnostic instinct, and team alignment.
AI speed is intoxicating — but most failures will come from ignoring restraint. The new skill is knowing when to slow down.
The next era of design won't be lost to a lack of talent, but to a lack of choice. As systems evolve, designers must choose to be architects, artisans, or risk irrelevance.