[gbnwl]

It’s also just fluff and straight up wrong at parts. This wasn’t checked by a human or at least a human who understands enough to catch inaccuracies. For example for “Plan-then-execute” (which is presented as some sort of novel pattern rather than literally just how Claude Code works right out of the box) it says:

“Plan phase – The LLM generates a fixed sequence of tool calls before seeing any untrusted data

Execution phase – A controller runs that exact sequence. Tool outputs may shape parameters, but cannot change which tools run”

But of course the agent doesn’t plan an exact fixed sequence of tool calls and rigidly stick to it, as it’s going to respond to the outputs which can’t be known ahead of time. Anyone who’s watched Claude work has seen this literally every day.

This is just more slop making it to the top of HN because people out of the loop want to catch up on agents and bookmark any source that seems promising.