A coding bug-fix loop can reproduce, review, approve, ship, and notify customers in about five minutes.
AI subscriptions have reached extraordinary prices: Cursor and Grok offer plans costing $200 or $300 monthly.
With Claude Code, a five-engineer, one-designer, one-PM team can function like a much larger organization at 2–3× engineering capacity.
Anthropic grew from $1 billion to $19 billion in ARR in just 14 months.
To test product taste, ask candidates which excellent prototypes they deliberately shelved instead of shipping.
Network-effect businesses often grow faster by improving ease, performance, and relevance for their existing core than by entering new markets.
A knowledge-work artifact cannot prove itself. Confidence requires inspecting its inputs, reasoning, process, and intermediate steps.
Working with agents will look less like issuing commands and more like reviewing a coworker’s unfinished work at regular intervals.
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