design

"People can only envision ideals within the scope of the means they know."

"In the AI era, how domain boundaries are carved out, and how they are represented in folder structures and rules, has become even more important than before."

"From Day One, the design assumptions were shaped by the fact that AI agents would be the primary consumers of every command, every flag, and every byte of output."

"Where previously, I didn't know how to approach it, AI provided specific directions."

"I wrote a detailed Medium post that walks through the full architecture, the way I'd explain it in an interview."

"AI is bad at 'imagining' but good at 'copying'. First, gather visual references."

"The key is 'operational design' rather than accuracy."

"The key is the "operational design" rather than accuracy."

"This blog post writes an example of applying the Strategy pattern, a design pattern, to the implementation of machine learning to organize the code that verifies by switching models."

"Autodesk is investing $200 million in World Labs."

"In companies like Anthropic, it's not a problem if a product has flaws when it's released; what's scary is iterating too slowly."

"In the future a design and architecture document will be enough."

"This article explains the implementation steps of the _ai_context pattern, which dynamically adds metadata for AI."

"The core point is to create a structure that doesn't rot from the beginning, instead of 'organizing it each time.'"

"The core idea of UXCascade is simple: "Have AI agents with diverse personas use the actual website and systematically extract UX problems from their thought processes and behavior logs.""

"Measuring at an astonishing 4.8mm, the MagicPad 4 is slimmer than the 5.1mm iPad Pro."

"The problem is not my ability, but the fact that you get angry and ask 'why can't it be done' without handing over the design document."

"All created by AI, would be nice a game of her"

"So, I thought it would be a good idea to have a design that is easy for humans to follow and also easy for AI to understand."

"Direct Design is this approach of skipping the translation and having the person with a vision directly create something that works through AI."

"The concept is to personify programming languages! We've created a social game-style character introduction site, treating programming languages as game characters and setting their statuses."

"The role of simply implementing according to specifications is rapidly losing value."

"Having four different models meant four different perspectives. When Claude said "this result is solid" and o3 said "wait, there's a confound here," resolving those disagreements led to better science than any single model (or myself alone) could have produced."

"LLMs are not something you 'master'; they are objects to be designed."

"Claude Code automatically reads the CLAUDE.md file in the project root. The content written in this file is referenced as context in all subsequent interactions."

"Detailed design is the phase that **'makes the basic design's policy concrete to a level that can be directly translated into code.'**"

"This prompt collection is designed to comprehensively cover each perspective of system design, including system method design, architecture design, functional design, data design, interface design, and non-functional design, in order to quickly and high-quality complete the design documents."

"The difference is named. It's idempotency."