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Link each FAQ answer to the docs page that covers it - #219

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Nov 11, 2026
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lwwmanning merged 13 commits into
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wm/faq-docs

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@lwwmanning lwwmanning commented Nov 11, 2026 •

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What changes

On vortex.dev/faq, each answer now links to the docs.vortex.dev page that covers it: the quickstarts, the engine guides, the concepts, stats pruning, the install page, and the contributing guide. "What is Vortex?" names every library and engine the docs cover, including C, C++, Ray, Pandas, Polars, and PyArrow. The Lance answer says that a Vortex file holds its own indexes, such as zone maps, and that a table format adds indexes outside the file.

How it was checked

The unit tests, the build, knip, and bun run verify against a local build pass, and each new docs link returns 200. The change is text and links only, so there are no screenshots.

  • Every commit is signed off (git commit -s), for the DCO check.
  • bun run check:ci passes.

🤖 Generated with Claude Code

/faq answers the questions people ask search engines and AI assistants
about Vortex: what it is, how it compares to Parquet, when to use it,
why it is fast, whether the format is stable, how to install it, who
uses it, who maintains it, and where to get help. The comparison with
Parquet carries the homepage's figures from bench, and the adopters and
install commands come from the homepage's own lists, so the page cannot
fall behind them.

The page draws the design system's Article card, as a blog post does.
The footer links to it on both sites, the sitemap lists it, llms.txt
links it, and llms-full.txt gives it in full. verify checks that its
FAQPage data has one question per heading, and the axe run covers it.

Signed-off-by: Will Manning <will@willmanning.io>
Each figure now names its source and class: bench's results are public
benchmarks, and the GPU figure is an internal measurement, explained in
plain words after the list. The size tradeoff carries bench's number. No
sentence is over 25 words, the license line no longer repeats, and the
adopters are a list.

Signed-off-by: Will Manning <will@willmanning.io>
… as such

The answer to "Should I use Vortex instead of Parquet?" now lists only
the workloads where bench's newest verdict says Vortex is faster, names
any where Parquet is faster, and points to bench when its results could
not be read. The adopters answer, and the matching llms.txt line, now
say the list holds adopters and the projects Vortex works with.

Signed-off-by: Will Manning <will@willmanning.io>
The lead-in says "For most workloads, yes" only when Vortex wins more
than half the speed panels, and "It depends on the workload" when it
wins fewer. Parquet's size advantage drops out only when bench measures
Vortex's files as smaller or the same size; without a size verdict the
answer points to bench and keeps storage cost in the last sentence.

Signed-off-by: Will Manning <will@willmanning.io>
…arisons

A new answer says how Lance differs: a table format and a file format
with one name, with indexes and versions, where Vortex is only a file
format that table formats store. It lists bench's newest verdicts for
Vortex against Lance, and how each project is governed.

/faq now reads bench's TPC-H SF10 scores on DataFusion
(morePanelsFrom), and lists them after ClickBench in both comparisons.
The homepage table is unchanged, and does not depend on them.

Signed-off-by: Will Manning <will@willmanning.io>
The sentence on proposed table formats ended "has a proposal to." It
now says "has a proposal to store tables in Vortex files", and stands on
its own when no shipped table format is listed.

Signed-off-by: Will Manning <will@willmanning.io>
The Lance answer now says how the Vortex charter changes (two thirds of
the Technical Steering Committee and LF Projects' approval), and that
LanceDB, a private company, holds Lance's name and code rather than an
independent foundation.

Signed-off-by: Will Manning <will@willmanning.io>
…ents

The governance answer now lists the organizations Vortex's committers
and maintainers are affiliated with, and links the LF AI & Data press
release and the post on donating Vortex.

Signed-off-by: Will Manning <will@willmanning.io>
Signed-off-by: Will Manning <will@willmanning.io>
The answer said each release from 0.36.0 on reads files from any other
release from 0.36.0 on. The docs guarantee only that a release reads
files from earlier releases; an older reader needs the writer to target
an edition it supports. The answer now says so and links the docs'
versioning page.

Signed-off-by: Will Manning <will@willmanning.io>
The FAQ now names the libraries and engines the docs cover (C and C++,
Ray, Pandas, Polars, and PyArrow), says that Vortex keeps zone maps
rather than secondary indexes, and links each answer to the docs page
that covers it: the quickstarts, the engine guides, the concepts, stats
pruning, the install page, and the contributing guide.

Signed-off-by: Will Manning <will@willmanning.io>
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vercel Bot commented Nov 11, 2026 •

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The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated
vortex.dev Ready Ready Preview Nov 11, 2026 7:02am UTC

Request Review

Base automatically changed from wm/faq-page to main November 11, 2026 06:56
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Codex Review Summary: ❌ Failed

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Review Status Commit Review trigger
📝 Code Review ❌ Failed 2026-11-11T06:56:46.525317Z
We couldn’t complete this review. Comment @codex review to try again.
b9e22dc PR opened
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Signed-off-by: Will Manning <will@willmanning.io>

# Conflicts:
#	src/lib/faq.ts
@github-actions

github-actions Bot commented Nov 11, 2026 •

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🔦 Lighthouse audit

URL Perf A11y Best practices SEO
/ 🟢 100 🟢 100 🟢 100 🟢 100
/bench 🟢 100 🟢 100 🟢 100 🟢 100
/bench/chart/ct.eyJrIjoiQ29tcHJlc3Npb25UaW1lIiwiZGF0YXNldCI6ImFyYWRlIiwiZGF0YXNldF92YXJpYW50IjpudWxsfQ 🟢 100 🟢 100 🟢 100 🟢 100
/blog 🟢 100 🟢 100 🟢 100 🟢 100
/blog/btrblocks-compressor 🟢 100 🟢 100 🟢 100 🟢 100

Run 42976611604 · 2026-11-11 07:05 UTC

The answer said Vortex has no secondary indexes. A Vortex file holds
zone maps by default (the default writer's ZonedStrategy), and a custom
layout can add other indexes. What a table format adds is indexes
outside the file, such as a vector index over a table, and versions.

Signed-off-by: Will Manning <will@willmanning.io>
@lwwmanning
lwwmanning merged commit fc3c0c9 into main Nov 11, 2026
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@lwwmanning
lwwmanning deleted the wm/faq-docs branch November 11, 2026 07:32

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Preview — 5ac4b6e4 Deployed Nov 11, 2026 by vercel[bot]
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