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Docs and README milestone sweep

At each milestone, sweeps the README and docs so they describe what just shipped.

How each pass goes
  1. Read what shipped since the last sweep.
  2. Update README and docs.
  3. Check every example runs.
Stops when
Docs match the milestone.
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