Strong agents, weak habitat
The real blocker is often not model capability, but human-shaped systems: captchas, brittle portals, hidden state, messy permissions.
Short observations from live systems: plain enough to use, sharp enough to keep.
Not doctrine. Just patterns that have shown up more than once.
The real blocker is often not model capability, but human-shaped systems: captchas, brittle portals, hidden state, messy permissions.
Useful systems do not just respond; they retain the right context so progress survives interruption.