Tightens the org profile: every docs deep link now points at its canonical page, and the quickstart details match the current CLI. The hero, 3-column table, and section layout are unchanged.

- Knowledge graphs, vectors, full-text search, and transactional application data in one Rust engine — built for agents, GraphRAG, and company brains.
+ Open-source graph database with native vector and full-text search, built on object storage.

- [Get started](…/cli/getting-started)
+ [Get started](…/database/helix-db/start-here/quickstart) · [Learning center](…/learn)

  curl -sSL "https://install.helix-db.com" | bash
+ # On Windows (PowerShell), run this instead:
+ # irm https://raw.githubusercontent.com/HelixDB/helix-db/main/crates/cli/install.ps1 | iex

- hand the build to Codex, Claude Code, or OpenCode.
+ hand the build to Claude Code, OpenAI Codex, OpenCode, or Cursor Agent.

- …/database/{rust,typescript,go,python}-project-setup
+ …/database/helix-db/start-here/sdk-setup/{rust,typescript,go,python}-project-setup
- [Querying guide](…/database/querying-guide/overview)
+ [Query walkthrough](…/database/helix-db/core-concepts/overview)
- …/database/architecture
+ …/database/helix-cloud/start-here/architecture

• Canonical links: the old SDK, querying, and architecture paths returned 308 redirects. They now point straight at the destination pages.
• Get started: now goes to the quickstart, which is the same entry point the helix-db README uses.
• Windows: the PowerShell install command now sits next to the macOS/Linux one. It is commented out, so copying the whole block still works in bash.
• Agents: the list now matches the order helix chef detects them in (AGENT_PRIORITY in crates/cli/src/commands/chef.rs).
• Tagline: one line matching the proposed org description below. The Learning center link was added to the header nav.

Manual follow-ups (org settings)

These are org settings, so a PR can't change them:

• Set the org description to: "Open-source graph database with native vector and full-text search, built on object storage." The current description uses a superlative and doesn't mention full-text search.
• Pin the skills repo next to helix-db.
• Relabel or make private the public forks slatedb, cmem, and graphify-v8. Their upstream descriptions and homepages make them look like Helix products.
• Archive hql-v1-docs.
• Give skills a real description and homepage.

Testing

• Links checked with curl -s -o /dev/null -w "%{http_code}". All docs deep links, GitHub, install scripts, logos, and badges return 200.
• Three links still redirect, and that's intended: the docs.helix-db.com root goes to the docs home, helix-db.com goes to www, and discord.gg goes to discord.com.