F3 Lightning: How Meta Accelerates Ads ML Features to Production at Scale
AI-generated summary Engineering at Meta explains that F3 Lightning was developed to allow every feature to be released on its own schedule while preserving extraction efficiency. Engineering at Meta notes that the system compiles each feature independently and consolidates shared work at startup using identifiers based on the computations themselves.