[CodeStaple]

What

A new use case, Self-host an AI agent observability backend on-prem (use-cases/self-host-ai-agent-observability.mdx), written for the platform engineers of Moyai's customers. It covers what runs (diagram), prerequisites, install with a dry run, secret files and one deploy, the LLM choice (in-cluster CPU demo, your own vLLM, or an OpenAI-compatible API), verification, upgrades with stack-profiles rollout, and air-gapped notes.

Also:

• images/use-cases/self-host-ai-agent-observability.svg, in the house diagram style with light and dark themes
• docs.json: the page joins the Use Cases group
• changelog.mdx: one 2026-10-19 entry

Why

Moyai publishes its backend as a private stack profile, moyai-observatory, and shares it with its customers' Ankra organisations so they can run it on Proxmox, HPE Morpheus, an imported cluster or any cloud. This page shows that path and how short it is. The parameter names on the page are the ones in the published profile, and the commands were checked against it with apply --dry-run.

The repo is public, so the page names no Moyai cluster, hostname, registry path or id.

Checks

• scripts/check_nav.py, check_frontmatter.py, check_snippets.py, check_changelog.py: OK
• mint broken-links: no broken links
• Rendered with mint dev: the page, its tabs and the /concepts/stack-profiles#share-with-specific-organisations anchor resolve
• No em dashes

Bead: ankra-s05q7l

🤖 Generated with Claude Code

[ankra-platform]

✅ Run #236 succeeded

Run #236 for commit f2efc3e (pull request #588).

Stage	Step	Outcome	Duration
build	build	success	1m 31s
checkout	checkout	success	39s
gate	gate	success	0s
publish	publish	skipped	-
scan	scan (tool=checkov)	success	1m 30s
scan	scan (tool=semgrep)	success	41s
scan	scan (tool=trivy)	success	1m 3s

Open this run in Ankra

_{🔗 Details ↗ · Updated Oct 19, 2026, 10:38 AM UTC}

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Ankra AI review

Verdict: looks good.

Docs-only PR adding a new use-case page, a changelog entry, a nav entry in docs.json, and an SVG diagram. Content is internally consistent: CLI commands, input names, and secret-file bindings match between the install and upgrade sections, and sensible security guidance (umask 077, SOPS-sealed secrets, warning against otel_dev_mode on shared clusters) is included. No correctness, security, or pipeline issues found in the diff itself; CI is still running, so build status is unknown but the change is low-risk.

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Reviewed commit f2efc3e. This review is read-only and advisory.

[ankra-platform]

This Ankra AI review comment was superseded: two review turns for this pull request overlapped, and the other one holds the review thread. The current review is the other Ankra AI review comment on this pull request, and its footer names the commit it covers.