Context/memory for 12FactorAgents: our measurements
Author: vnbochkarev-netizenCreated Aug 13, 2026Updated Aug 13, 2026
Hi 12FactorAgents,
Impressed by humanlayer/12-factor-agents. Since you're building around agent memory/context, you might find our measurement interesting: compressing web articles 47,443 → 186 tokens (99.6%) and memory recall 97.5% fewer tokens.
ViBo Cloud API hosts this as a service (per-user sub-keys, L1/L2/L3 encryption, thread memory -72%). Plans $5-25/mo, trial included.
https://wwwvibo.com · https://github.com/vnbochkarev-netizen/ViBo-memory
No hard sell — happy to share methodology. Cheers!
Source: humanlayer/12-factor-agents