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Send the reader to the page that argues it, once - #89

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Send the reader to the page that argues it, once#89
tonytonycoder11 merged 1 commit into
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## Usage was 196 of the README's 440 lines. Three of its nine subsections were
repeating a documentation page, and the page was the better of the two in every
case.

Cut from the README Where it already lived, in more detail
Reading a failure errors.md, which carries the full argument for why drift is a measurement and not an exception
On a hot path benchmarks.md, same four-to-seven microseconds, same conclusion, plus the table
Every backend at once backend-coverage.md, which reports each backend's own bound instead of one example row

The README was also printing a failing parity report three times over: in the
pitch, under the gate, and again under Reading a failure. Once is the
demonstration; the third makes the first look padded.

What did not get cut, and why

Six subsections stay. Generated preprocessing (fromSource, the resize and the
centre crop), reported capabilities (supportsActivationTaps,
supportsDeterministicExecution) and multi-part artifacts
(parts, BundlePartMissingException) appear on no page of the site. Cutting
those would not remove a duplicate, it would remove the only copy. They are
candidates for pages of their own, which is a separate change.

One link that had to be added first

backend-coverage.md was reachable from nowhere in the README. Removing the
section that stood in for it without adding the page to the documentation list
would have made the page unreachable rather than the section redundant.

374 lines, from 440. Every documentation link in the file was checked to
resolve to a page that exists.

Three of the nine Usage subsections were saying what a documentation page
already says, and saying it worse for being shorter. Reading a failure is
errors.md, which carries the whole argument for why drift is a measurement
rather than an exception. On a hot path is the Run section of benchmarks.md,
down to the same four-to-seven microseconds and the same conclusion about which
models it is worth reaching for on. Every backend at once is where the numbers
come from in backend-coverage.md, which reports the per-backend bounds rather
than eliding them into one example.

The README also printed a failing parity report three times: once in the pitch,
once under the gate, once under Reading a failure. Once is the demonstration.

backend-coverage.md was reachable from no link in the README, so cutting the
section that stood in for it needed the page added to the documentation list
first. The six remaining subsections stay because nothing else covers them:
generated preprocessing, reported capabilities, and an artifact whose weights
live outside its graph appear on no page of the site.
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tonytonycoder11 requested a review from a team as a code owner August 7, 2026 11:48
@tonytonycoder11 tonytonycoder11 moved this to In progress in Fluttorch Aug 7, 2026
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tonytonycoder11 merged commit 9f95826 into main Aug 7, 2026
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tonytonycoder11 deleted the docs/usage-stops-repeating-the-docs-site branch August 7, 2026 11:50
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