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KernelEvolve: How Meta’s Ranking Engineer Agent Optimizes AI Infrastructure

Engineering at Meta · published 2 April 2026

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1blogs citing
First cited
27 Aug 2026
Most recent
27 Aug 2026
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14
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3,335

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In the post
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cpj.fyi
Project OT: Okay, Transformation? Read at the source ↗
27 Aug 2026

Links from this post

Link
Host
Ranking Engineer Agent (REA): The Autonomous AI Agent Accelerating Meta’s Ads Ranking Innovation Read at the source ↗
engineering.fb.com
https://arxiv.org/abs/2512.23236?ref=engineeringatmeta
arxiv.org
Meta Andromeda: Supercharging Advantage+ automation with the next-gen personalized ads retrieval engine Read at the source ↗
engineering.fb.com
https://ai.meta.com/blog/meta-mtia-scale-ai-chips-for-billions/
ai.meta.com
https://iscaconf.org/isca2026/
iscaconf.org
Introducing the next-gen Meta Training and Inference Accelerator Read at the source ↗
ai.meta.com
Sequence learning: A paradigm shift for personalized ads recommendations Read at the source ↗
engineering.fb.com
Meta’s Generative Ads Model (GEM): The Central Brain Accelerating Ads Recommendation AI Innovation Read at the source ↗
engineering.fb.com
Meta Adaptive Ranking Model: Bending the Inference Scaling Curve to Serve LLM-Scale Models for Ads Read at the source ↗
engineering.fb.com
https://github.com/facebookexperimental/triton
github.com
https://github.com/meta-pytorch/tritonbench
github.com
https://developer.nvidia.com/nsight-compute
developer.nvidia.com
https://ieeexplore.ieee.org/document/11395207
ieeexplore.ieee.org
https://l.facebook.com/l.php?u=https%3A%2F%2Fiscaconf.org%2Fisca2026%2F&h=AT6o7XjmZSqYeW-QgDv4XMP9GbMJJH8lPHUB4HrtNY-d6NJXb5GyVAtBYpMy4txe5quxmT90eh0th-fCanDvWg4tUHd265rq_J0f-eFMd8LhAxP9ajSh2KMh2uAwyAap8UXgWo6B
l.facebook.com