Fix dead and malicious links.

[CoasterFan5]

Just three links changed here,

Moved https://railway.com/deploy/anURAt -> https://railway.com/deploy/grafana-open-source-observability-platform--grafana-monitoring-dashboard. Not sure why, but the original template was removed at some point.

Changed https://tsx.is/ -> https://tsx.hirok.io/ because tsx.is was compromised.

[rw-growth-check]

Growth check — AMH estimate

#1322 @ d211e3b — advisory only. Judgment ranges, ≤2 significant figures; SEO and AEO legs are never summed (AMH_RULES v2.2, constants v2.3 (2026-08-06)).

Files considered:

• content/docs/databases/mysql.md (modified)
• content/docs/databases/postgresql.md (modified)
• content/guides/deploy-node-express-api-with-auto-scaling-secrets-and-zero-downtime.md (modified)

SEO leg (Google surface)

0.5–1.7 visits/mo

AEO leg (AI assistants)

1.2–3.5 visits/mo

Gates

• SERP page type(s): unknown
• AI Overview present: absent
• Gated to zero: no
• Gauge topic: database-and-search-deployment (matched)

Keyword candidates for the AMH panel

New (not yet curated) deploy/hosting-intent keywords found around this content — candidates to add to the panel/Gauge:

Keyword	US volume/mo	KD	Question
how to deploy postgresql database	10	—	yes
deploy postgresql database	0	—	no
deploy mysql database on ubuntu	0	—	no
deploy mysql database on docker	0	—	no
how to deploy postgresql database in docker	0	—	yes
amazon ec2 deploy postgresql database	0	—	no
typical server size for mysql production deployment	0	—	no
how to deploy mysql database in kubetnetes	0	—	yes
how to deploy mysql database on server	0	—	yes
design and deploy database mysql	0	—	no

Caveats & verification stamps

• Subject may also span sibling topic(s): database-hosting-solutions, database-and-search-engine-hosting — the AEO leg prices ONE topic; verify subject-matched prompts (gauge_get_prompt_answers) before summing sibling shares (AMH_RULES §3.10/§4).
• Current-traffic baseline (modified pages): /deploy/mysql: 1875 pageviews, 694 visitors (27 AI-referred) over ~2mo; /new/template/mysql: 1314 pageviews, 832 visitors (21 AI-referred) over ~2mo; /databases/postgresql: 1119 pageviews, 876 visitors (18 AI-referred) over ~2mo; /deploy/postgresql: 156 pageviews, 145 visitors (0 AI-referred) over ~2mo; /guides/deploy-node-express-api-with-auto-scaling-secrets-and-zero-downtime: 25 pageviews, 25 visitors (2 AI-referred) over ~2mo.
• Verification pass: PostHog rates are stamped person- vs event-level — visitors are person-level (uniqExact person_id), pageviews are event-level (AMH_RULES §5/§8).
• SERP page-type gate could not be evaluated (no SERP page-type data) — verify winnability manually before pricing (AMH_RULES §2.2).
• Verification pass: the AEO Δ is a labeled ASSUMPTION (+1pt; caps +2 pts/quarter, +6 pts/12mo — AMH_RULES §3.5).

How to go deeper

Ask an agent with the railway-internal MCP (the gauge_* / ahrefs_* / posthog_* tools) or the amh-growth skill for observed-anchor pricing, live SERP inspection, topic curation, and citation checks.

Ahrefs cost: 3730 API units · How AMH is calculated