docs: navigation overhaul, AI-agent access, and design pass - #627

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MagicLex wants to merge 66 commits into

logicalclocks:mainfrom

MagicLex:docs-ai-native-artifacts

Commits on Jul 31, 2026

docs: AI-native machine-readable layer (llms.txt, raw markdown, copy-for-LLM)

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c45d1f2
mcp: read-only docs MCP server (search / get_page / sections / list)

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f9f0f82
docs: enable mermaid diagrams (pymdownx.superfences custom_fences)

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2b6f293
docs: fix wrong config defaults for superset and trino

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2d89bd3
docs: fix delivery guarantee, at-most-once should be exactly-once

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26dfce2
docs: concepts keystone (FTI, AI systems, read/serve path) + home redesign

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7debe60
docs: generated reference pages for config variables and REST status codes

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bff34e4
docs: SaaS is run.hopsworks.ai, drop 'serverless' and app.hopsworks.ai

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baa3108
docs: new platform architecture diagram, theme-adaptive inline SVG

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e47af4a
docs: make the architecture diagram a clickable navigation map

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a66bee8
docs: shared clickable-SVG diagram kit; FTI diagram is now a clickable SVG

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efcd5a9
docs: feature store architecture as a clickable SVG diagram

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7212966
docs: explanatory concept diagrams (drift, point-in-time join, versioning)

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561d64d
docs: H1 on every concept page, demote orphan headings

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90ab0ff
docs: reframe Prediction Services as AI Systems, add Deployment API

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db36938
docs: fix two book contradictions, skew and deployment versioning

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1feb14e
docs: standardise on 'vector index', not 'vector database'

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b9a034e
docs: merge duplicated concept pages (monitoring, versioning, connector)

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6cb9674
docs: reorder Concepts nav into dependency order

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cbe31ef
docs: Tier-2 book additions on the read/serve and model path

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89db6ab
docs: define MLOps, draw the lineage chain, name concept drift

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8117092
docs: new concept pages for streaming pipelines and agents/LLM

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c6fa361
docs: Tier-3 corrections (get_feature_vector order, TTL, validation, UDFs)

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7c104f0
docs: standardize all kit diagrams, add MIT/MDT/ODT taxonomy SVG

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585d9fd
docs: re-cut all data_transformations diagrams onto the kit

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911434e
docs: re-cut every remaining concept diagram onto the kit

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04fcb67
docs: visual refurbish aligned to the product design system

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2beb03e
docs: flat header and legible search, per the flat design system

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dbe4d67
docs: slim the top chrome (header + tabs)

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f1cb5f8
docs: left-sidebar navigation mimicking the app, drop top tabs

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d4f3138
docs: clean sidebar, drop the floating grey box

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42f351f
docs: remove dead CSS after the nav rework

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5994f6d

Commits on Aug 4, 2026

docs: drill-in navigation, AI-agents page, and chrome fixes

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dad0ca3
mcp-server: hosted streamable-HTTP transport

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abb4e89
docs: drop unused brewer_* config vars from the generated reference

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08c1e83

Commits on Aug 5, 2026

docs: home hero, quick cards and interactive first-feature-vector stepper

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2dc421c
docs: recapture auth screenshots on a live 5.x cluster, drop dead 2FA-at-register step

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5bcdc0d
docs: home stepper heading speaks the product, not the API

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6963c91
docs: recapture jobs and airflow screenshots on a live 5.x cluster

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621af24
docs: recapture alert configuration screenshots, fix typo

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0934cf4
docs: hopsworks-version screenshot follows the version to the help menu

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a0aedb3
docs: recapture jupyter and python environment screenshots

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f68ade1
docs: recapture admin screenshots on a live 5.x cluster

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5d7d7bf
docs: recapture feature store screenshots on a live 5.x cluster

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d4742a3
docs: recapture model serving and registry screenshots on a live 5.x cluster

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d40ec8b
docs: serving guides follow the current deployment form

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56a5818
docs: capture group-to-project mapping screenshots

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2b82ff6
docs: recapture git and feature group screenshots on a live 5.x cluster

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551f18f
docs: rebuild jobs GIFs as crisp frame-based animations

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fa82b59
docs: border every content image and extend diagram zoom to screenshots

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360875a
docs: design-system notes cover image borders and zoom

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fef28db
docs: recapture project, sharing, tags, secrets and api-key screenshots

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9d7e421
docs: recapture trino and superset screenshots on live services

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26e68fa
docs: feature group creation is API-only, UI shows them in the Catalog

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baa640d
docs: document the project terminal

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50ffb99
docs: admin guides follow the cluster-settings sidebar and current forms

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591e26f
docs: drop the last em dashes in the admin tree

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b85be61
docs: guides follow the 5.x UI flows

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c628f75
docs: finish the UI-flow alignment sweep

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993e3ed
docs: rebuild python and jupyter GIFs on the live 5.x UI

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dcecf62
docs: clear pre-existing em dashes in the job scheduling guides

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6c30981
docs: repo-wide em dash sweep, zero left in Markdown

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9a726fa
docs: scheduler screenshot and project GIFs from the live cluster

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31b8b95
docs: fix table style lint in the mcp-server readme

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0a82217
docs: markdownlint ignores venvs and build output

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e9a8cda
docs: markdownlint-cli2 config ignores vendored envs; fix list indent

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31585c5