Skip to content

docs: add live-data-products concept page#36761

Open
sjwiesman wants to merge 1 commit into
MaterializeInc:mainfrom
sjwiesman:ont
Open

docs: add live-data-products concept page#36761
sjwiesman wants to merge 1 commit into
MaterializeInc:mainfrom
sjwiesman:ont

Conversation

@sjwiesman
Copy link
Copy Markdown
Contributor

Motivation

Materialize's user docs don't currently teach the primary use case in declarative, solution-first terms: that you build the nouns of your business as live SQL views, and together they form your business's ontology. New developers (especially AI/agent platform builders) have to assemble this picture themselves from the mechanical concept pages (Clusters, Sources, Views, Indexes, Sinks). This PR adds a front-door concept page that opens with the worldview and shows it through a worked example.

Description

Adds /concepts/live-data-products/ and wires it into three navigation surfaces:

  • New row in the Concepts table at doc/user/content/concepts/_index.md, positioned second (after Reaction Time).
  • New first bullet in the "Learn more" list in doc/user/content/get-started/_index.md.
  • New "Start here" section on the docs home page (doc/user/content/_index.md), inserted between the headless intro include and the "What's new!" callout.

The page is audience-broad (developers + AI/agent platform builders), agent-forward in §5 but not agent-only elsewhere. It opens with the silo-stitching problem (Customer scattered across CRM/OMS/billing/support/fulfillment), shows a single view that stitches the silos, then walks through composition (Customer → Orders → Stores → at_risk_orders). §4 names strict serializability inline and states that a change propagates through the entire business within about a second. §5 frames the agentic feedback loop (observe → think → act → observe the consequences) and gives agent builders two named primitives (Read, Compose) plus a link to the MCP integration. §6 closes with the reframe that a live data product is the unit of work Materialize is designed for.

Verification

  • `cd doc/user && hugo --quiet --renderToMemory` exits 0.
  • All inline and Learn-more links resolve: `/concepts/reaction-time/`, `/get-started/quickstart/`, `/serve-results/`, `/integrations/mcp-server/`.
  • Concepts sidebar shows Live Data Products second, after Reaction Time.
  • Home page renders the "Start here" section between the intro include and the "What's new!" callout.

Introduce /concepts/live-data-products/ — a new front-door concept
page that teaches Materialize's primary use case: building the nouns
of your business as live SQL views that compose into your business's
ontology.

The page opens with the silo-stitching problem (one entity scattered
across CRM, OMS, billing, support, fulfillment), shows how a single
view stitches them, and walks through composition (Customer → Order →
Store → at_risk_orders). It names strict serializability inline as
the consistency model and "about a second" as the freshness claim.
The closing sections frame the agentic feedback loop (observe → think
→ act → observe the consequences) and the ontology as the unit of
work Materialize is designed for.

Wire the page into navigation:
- Add as the second row in the Concepts table (after Reaction Time).
- Add as the first bullet in get-started/_index.md "Learn more".
- Add a "## Start here" section on the docs home page.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
@sjwiesman sjwiesman requested a review from a team as a code owner May 27, 2026 21:45
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant