Tag: ai

Claude Code requires extra instructions and hooks to do documentation lookups for swift/iOS frameworks. It constantly fails to check typealiases, misses braces when refactoring, and needs to be shown the newer way to do things, given how swift and iOS changes each year. For now, I have made it map out common pitfalls into a file so it doesn't keep failing, looking up repeatedly, and fixing for the same things. For any parameter or type outside of this map, it does a documentation search before proceeding.

AI coding tools are the new LEGO for adults. They are so much fun, and have truly shortened the gratification loop for hobby projects!

(3/3) At the foundation are two levers: compute and the supply chain that feeds it—energy, water, bandwidth, silicon. Models will commoditize; differentiation shifts to orchestration, data, and the scale and efficiency of compute. In industrial-revolution terms, more compute is simply a larger labor force—only this time, the workers are digital.

(2/3) That moment marks the birth of an AI-native operating system—AIOS. The intelligence allocates and controls compute across local devices and the networked cloud. Interfaces stop being fixed artifacts. Each “OS” is generated for the person using it, shaped by their goals and the resources at hand—not by a handful of vendors or a static FOSS baseline. Hyper-local. Hyper-personal. Whatever the user needs, within what the system can supply.

(1/3) The era of live, fully AI-generated app experiences is close. You state an intent; the system comprehends it, plans the work, queries and fuses data from many sources, and responds in whatever form fits best—text, voice, visuals, or something new. Caching won’t just store outputs. It will preserve entire execution graphs: the plan, the data stitching, and the interface itself.

What's even better is having a team of subagents on claude ranging from architects, product spec managers, specific technology exprts, debuggers, auditors, network engineers, and more, each specifically configured to use Opus or Sonnet based on need.