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Research, build notes, and guides for Ariadne and Mawu.

Developer August 23, 2026 · 4 min read

A Developer’s Guide to Ariadne’s Hooks and Filters

A walkthrough of ariadne_related_content_hook, ariadne_related_content_priority, and ariadne_cron_loopback_sslverify, plus ariadne_related_candidate_query_args, a source-verified filter for overriding the candidate gate that is not on the reference docs page.

Guides August 23, 2026 · 3 min read

Does a Related Posts Plugin Slow Down Your Site?

Ariadne never scores related posts while a visitor is looking. Everything runs on save and in capped, self-chaining background jobs that keep processing on their own, even on a quiet site with little traffic.

Guides August 23, 2026 · 4 min read

How Much Does AI-Powered Related Posts Actually Cost?

Ariadne uses the voyage-4 model from Voyage AI at $0.06 per million tokens, with 200 million free per account. Worked cost examples for four site sizes, from a small blog (fractions of a cent) to a 200,000-post publisher (about $12 one time).

Guides August 23, 2026 · 5 min read

Why Tags Matter More Than Categories for Related Posts

Ariadne weighs tags most heavily by default, ahead of body text, category, and title. Here is how the two-stage matching actually works, and why tagging specifically matters more than filing posts into broad categories.