MLOps Newsletter

Netflix's ML Engineering Experience through Metaflow and Spin

Netflix wrote an excellent in depth article on the engineering experience of an ML Engineer in Netflix and how they develop and iterate on the ML models…

Nov 16 • 

Bugra Akyildiz

3

Model Safety at Uber

Skyvern, PyScripter and Argilla

Nov 3 • 

Bugra Akyildiz

2

1

October 2025

Modular Manifolds

Llama-Factory, Qwen3-Omni

Oct 19 • 

Bugra Akyildiz

2

August 2025

ChatGPT-OSS from OpenAI

and how this move is related to Android being open-sourced by Google

Aug 16 • 

Bugra Akyildiz

2

1

MLE-STAR* from Google to Automate all things ML Related!

*Machine Learning Engineering via Search and Targeted Refinement

Aug 3 • 

Bugra Akyildiz

1

July 2025

LSM-2 from Google for Wearable Data

Kimi-2 is released by MoonshotAI, another SOTA MoE Model

Jul 27 • 

Bugra Akyildiz

3

1

SmolLM3 from HuggingFace

MUVERA from Google to Solve Multi-Vector Search Problem

Jul 13 • 

Bugra Akyildiz

3

2

TPU Deep Dive

Tokasaurus and LLM Inference Library Comparisons

Jul 5 • 

Bugra Akyildiz

2

1

June 2025

One MegaKernel to rule Llama-1B

Stanford's Hazy Research group recently explored how to maximize the speed of open-source models on modern GPUs, particularly in the challenging…

Jun 21 • 

Bugra Akyildiz

2

2

Attention Wasn't All We Needed, we need more

Cosine Autoencoder for Image Restoration

Jun 8 • 

Bugra Akyildiz

4

1

May 2025

Lyft's Spatial-Temporal Forecasting Framework

AxLearn, Agent S, Guardrails, PIT

May 18 • 

Bugra Akyildiz

4

Attention Structures with Associative Recall in Transformers

Zoology, Striped Hyena, vLLM, Alpaca

May 11 • 

Bugra Akyildiz

3