A talk at SFRuby highlights how Intercom leverages AI to generate 90% of their PRs, showcasing a significant integration of AI in a large Rails monolith. This event could indicate a shift in how engineering teams might adopt AI for real-world applications.
Tomorrow at #SFRuby:
@brian_scanlan
from
@intercom
on turning Claude Code into a full-stack engineering platform. 90% of their PRs are Claude-authored. 2M-line Rails monolith.
Ruby on Rails x AI is a power combo. 195 people signed up. 5:30 PM. sfruby . com
Gemma 4 31B achieves a notable ELO ranking among open models, indicating strong performance relative to larger models. This ranking could inform decisions on model selection for production systems.
Gemma 4 31B. 1451 ELO on
@arena
.
#4 among open models. Preliminary ranking.
Above it? GLM 5.1, GLM 5, and Kimi K2.5 thinking. All significantly larger models.
At 31B parameters this is the best intelligence per parameter ratio on the open leaderboard right now.