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# Facebook Engineering 

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[#networking](/tags/networking)[ #instagram](/tags/instagram)[ #gpu](/tags/gpu)[ #pytorch](/tags/pytorch)[ #testing](/tags/testing)[ #recommendation-systems](/tags/recommendation-systems)

[Posts about networking](/tags/networking)[Posts about instagram](/tags/instagram)[Posts about gpu](/tags/gpu)[Posts about pytorch](/tags/pytorch)[Posts about testing](/tags/testing)[Posts about recommendation-systems](/tags/recommendation-systems)

[GenRecs Tokenization: Transforming Ads Recommendation at Meta with Stable Model Vocabulary](/posts/genrecs-tokenization-transforming-ads-recommendation-at-meta-with-stable-model-vocabulary-ekgicsti6)[The Thin Orchestrator: How We Made Our AI Agents More Reliable by Giving the Router Less to Do](/posts/the-thin-orchestrator-how-we-made-our-ai-agents-more-reliable-by-giving-the-router-less-to-do-bpmzj4wok)[Inside Prometheus: Meta’s Journey to a Gigawatt-Scale Supercluster](/posts/inside-prometheus-meta-s-journey-to-a-gigawatt-scale-supercluster-4bxzrjyih)[How Meta Built Forum With AI-Native Engineering](/posts/how-meta-built-forum-with-ai-native-engineering-nt4rhnnet)[2026 World Cup: Breaking Records, Spiky Charts and Reliability at Scale](/posts/2026-world-cup-breaking-records-spiky-charts-and-reliability-at-scale-x7nhvcyur)[Sapienz Receives ISSTA 2026 Impact Paper Award](/posts/sapienz-receives-issta-2026-impact-paper-award-qxc3e5uty)[Meta’s Generative Ads Model (GEM): Scaling the Central Model and Compute Engine for Frontier Ads AI](/posts/meta-s-generative-ads-model-gem-scaling-the-central-model-and-compute-engine-for-frontier-ads-ai-qkcz7rbzd)[OCP Summit 2026: Powering AI with Open Innovations in Scale-Up, Scale-Out, and Scale-Across Networks](/posts/ocp-summit-2026-powering-ai-with-open-innovations-in-scale-up-scale-out-and-scale-across-networks-hqt46aqxi)[Turning Opportunistic AI Inference Capacity Into Better Ads Recommendations](/posts/turning-opportunistic-ai-inference-capacity-into-better-ads-recommendations-id3gkcj7n)[Shipping Media Over QUIC at Meta Scale for Instagram Live Ingest](/posts/shipping-media-over-quic-at-meta-scale-for-instagram-live-ingest-ocywxtmgb)

## Most upvoted posts from Facebook Engineering 

## Best discussed posts from Facebook Engineering 

## All posts from Facebook Engineering

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