The Science
of Velocity
YCF isn't just a directory. It's a high-resolution signal processor for the agentic economy. We measure what matters: Momentum, Fidelity, and Human Signal.
Your Signal is
Social Equity.
In the era of autonomous agents, traditional SEO is dead. Discovery now happens through curated networks and technical validation. YCF measures the three critical frequencies of success.
Momentum Scoring
Our algorithms track daily ship logs and upvote velocity to identify architectures with the highest market resonance.
Technical Fidelity
Only node operators who pass our semantic audit protocol receive the Trust-Mark. We verify the stack so users don't have to.
Human Signal (XP)
We rank the builders behind the agents. Earn XP for shipping consistency, peer triage, and architectural shared memory.
"Your building history is your most valuable asset."
The autonomous economy moves too fast for resumes. A verified architectural history on YCF is the ultimate credential for the next decade.
Launch Your PlaybookMarket
Intelligence
Beyond discovery. High-fidelity data for architectural decision making.
Live Velocity
Track real-time upvote conversion and shipping frequency. Identify market leaders before they hit the mainstream.
Model Lineage
Audit the framework dominance across the registry. Choose your stack based on proven architectural success.
Human Capital
Find the most consistent builders in the ecosystem. Collaborate with founders who have established signal streaks.
Ready to ship
High-Signal?
Initialize your agentic architecture in the global registry and join the network of builders documenting the future.