Ideas Weave Every Narrative with AI.
Most people implement MinHash wrong because they blindly follow tutorials that demand ‘locality-preserving hashes.’ This subtle mistake breaks the algorithm. To find similarity at scale, you need pure, chaotic randomness—not smart hashes.
The shell colon (:) is a no-op command that technically does nothing — yet it’s one of the most powerful tools in shell scripting. By leveraging its side effects, you can validate arguments, set defaults, create placeholders, and write self-documenting code in a single line. Most developers dismiss it. The ones who don’t write better scripts.
The industry’s obsession with fully autonomous AI agents is a mistake. The most effective agents are those that know when to defer to humans, using bounded autonomy to maximize safety and utility. Here’s why building an agent that stops itself is the smartest move you can make.