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Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
floxolab • 3 days • in Articles • 9 min read
What to Check in Search Console Before You Pay for SEO | FloxoLab
Direct answer: Before paying for SEO, use Search Console to check three things: whether relevant pages earn impressions and clicks, whether the queries match real customers, and whether Google's canonical versions of your important pages are...
  • pages
  • real
  • page
  • search
  • whether
0 Reactions 0 Comments
floxolab • 4 days • in Articles • 9 min read
5 Technical SEO Fixes in Templates and Code | FloxoLab
Direct answer: When the same SEO defect appears across a URL pattern, fix the template, routing rule, navigation component, or generator that creates it. Page-by-page edits are temporary. A complete fix names the shared source, implementatio...
  • canonical
  • page
  • pages
  • template
  • fix
0 Reactions 0 Comments
floxolab • Oct 7 • in Articles • 9 min read
Find Keyword Cannibalization in Search Console | FloxoLab
Keyword cannibalization is an SEO diagnosis, not a Search Console status or a named Google penalty. The practical problem occurs when two or more pages on your site serve the same search intent and make it unclear which page should be the pr...
  • page
  • query
  • pages
  • same
  • useful
0 Reactions 0 Comments
floxolab • Sep 29 • in Articles • 7 min read
Topic Clusters for Small Sites: Avoid Cannibalization
A topic cluster is an editorial planning method, not a Google ranking feature. For a small site, its value is practical: assign every important page one primary job, connect related jobs with useful internal links, and stop creating a new URL for eve...
  • page
  • same
  • seo
  • pages
  • links
0 Reactions 0 Comments
floxolab • Sep 26 • in Articles • 8 min read
Programmatic SEO for Small Sites: Scale Only What Deserves a Page
Direct answer: a small site should use programmatic SEO only when every publishable row represents a distinct entity or situation, answers a repeatable user job, and contains enough verified data to make its page independently useful. A shared layout...
  • page
  • pages
  • data
  • every
  • row
0 Reactions 0 Comments
Tom Smithverified • 1 day • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
floxolab • Sep 8 • in Articles • 8 min read
Static vs Dynamic Websites for SEO
Direct answer: neither static nor dynamic websites are inherently better for SEO. A static model often fits a small, stable site when technical owners can build and deploy changes. A dynamic model often fits frequent publishing, structured records, m...
  • static
  • dynamic
  • build
  • page
  • pages
0 Reactions 0 Comments
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