LivetechWestern cycleAnchors pending
Developer-ecosystem tempo — AI-native tooling turnover rate?
As of 2 Oct · 23:18 UTCResolves 31 Dec 20270 movers0 pressure moments
The read
Where reality is heading
A, 80% bandCrowd today
Reality crosses toward A in early 2028. Today’s crowd number sits at the top of A’s band, possible but optimistic. View as table
The movers, ranked by leverage
What would change our mind
Signals toward A
Signals toward B
Evidence
Stack Overflow · Developer surveys (StackOverflow, GitHub Octoverse, JetBrains State of Developer Ecosystem)
Fortune · Public funding + revenue data for AI dev-tools (Cursor $100M → $500M+ ARR trajectory 2024-2026)
Panto AI (aggregating Microsoft/GitHub disclosures) · GitHub Copilot usage disclosures
- Hacker News + X developer-tool chatter sentiment analysisNo source URL yet
GitHub · Octoverse 2024: AI leads Python to top language as the number of global developers surges
JetBrains · Software Developers Statistics 2024 - State of Developer Ecosystem Report
Panto AI (aggregating public disclosures) · Cursor AI Statistics 2026: Users, Revenue and Adoption
Second Talent (aggregating Microsoft earnings calls) · GitHub Copilot Statistics 2026: Users, Pricing, Productivity and Security