Kerno is a local CI that lets your AI coding agent validate its changes against your real backend stack and fix what it broke, in context, in every session.
Agent Memory
API Testing
App Testing
Integration Test
Knowledge Graph
Kerno visits fell 23% in Sep, mostly lost from Direct
In the same window, Kerno’s Sitemap added 9 pages, mostly under /startups. The timing overlaps — worth a closer look.
Kerno made 2 site changes in the same windowTiming overlaps; this does not show cause
Borrow: Most of its search traffic comes from non-brand terms (e.g. “yaml file example”, “uncommit last commit”). Find the needs your product also serves and capture them with tool or landing pages.
Content & page updates · via Sitemap — 9 pages added in 16 days
Pages listed in the Sitemap grew 11.7% over 16 days, from 77 listed URLs to 86 listed URLs.
/startups+1
/blog+0
Other site pages+8
Borrow: Generate pages of this kind from data you already have (see /startups) to capture long-tail search.
AI referrals · ChatGPT, Copilot… — AI referrals are early — not a growth source yet
0 visits from AI assistants (previous month 0), 0% of all traffic.
Borrow: No need to follow yet; watch whether it scales next month.
Each product uses its latest observed month; different months are not a same-period ranking.
Know the next time Kerno ships pages in bulk
We diff its Sitemap, backlinks and traffic daily and alert you only on real changes.
Method: visits and channel shares are third-party monthly estimates; channel change = monthly visits × channel share, month over month; site actions and traffic are shown by timing only, not as cause and effect.