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LoadingState of Developer Adoption · July 2026
Not what got tweeted. Not what trended on GitHub. What verified developers actually integrated, retained, and built on top of, in the last 30 days.
Verified events (30d)
14
Active developers
2
Fastest category
Frontend
+4 events
Visible graph density for external AI developer adoption: proof, perks, partner sessions, and category rankings.
Verified builders
228
Builders with verified adoption events.
Proof projects
9
Public projects that show shipped work.
Partner sessions
5
Tracked partner or materials-intake motions.
Claimed perks
102
Perk claims tied to builder activation.
Category adoption rankings
20
Categories with adoption-index ranking snapshots.
Ranked by verified events from identifiable developers in the last 30 days.
Next.js
Frontend
+4
verified events
LangChain
RAG Frameworks
+3
verified events
Qdrant
Vector Databases
+2
verified events
Vercel
Hosting
+2
verified events
Neon
Backend & Database
+1
verified events
GitHub MCP Server
“In July 2026, 2 developers generated 14 verified adoption events on the tokens& graph, with Frontendleading the category league.”
Cite as: tokens& · State of Developer Adoption, July 2026. Methodology v2026.04.
We publish on the first Tuesday of every month. Subscribers get the report 24 hours before press.
SubscribeAI Agents
+1
verified events
Supabase
Backend & Database
+1
verified events