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Automatically unlock peak GPU performance.

Makora writes, optimizes, and deploys GPU code that reduces costs, speeds up AI, and feels like magic.

Generate a kernel

Generate a kernel

Tune a model

Tune a model

Book a Demo with an Engineer

Book a Demo with an Engineer

Our happy customers

Our happy customers

Our happy customers

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An end-to-end GPU performance engineering platform

Makora's AI-powered platform automates what performance engineers do manually - writing optimal GPU code, fine-tuning parameters, and continuously improving performance.

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MakoraGenerate

The fastest way to write GPU kernels. Generate optimized GPU kernels in under

60 seconds.

Book a demo

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MakoraOptimize

Improve performance on vLLM and SGlang by up to 3x with automatic hyperparameter optimization. No expertise required.

Book a demo

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An end-to-end GPU performance engineering platform

Makora's AI-powered platform automates what performance engineers do manually - writing optimal GPU code, fine-tuning parameters, and continuously improving performance.

Image

MakoraGenerate

The fastest way to write GPU kernels. Generate optimized GPU kernels in under

60 seconds.

Book a demo

Image

MakoraOptimize

Improve performance on vLLM and SGlang by up to 3x with automatic hyperparameter optimization. No expertise required.

Book a demo

Image

An end-to-end GPU performance engineering platform

Makora's AI-powered platform automates what performance engineers do manually - writing optimal GPU code, fine-tuning parameters, and continuously improving performance.

Image

MakoraGenerate

The fastest way to write GPU kernels. Generate optimized GPU kernels in under

60 seconds.

Book a demo

Image

MakoraOptimize

Improve performance on vLLM and SGlang by up to 3x with automatic hyperparameter optimization. No expertise required.

Book a demo

Image

An end-to-end GPU performance engineering platform

Makora's AI-powered platform automates what performance engineers do manually - writing optimal GPU code, fine-tuning parameters, and continuously improving performance.

Image

MakoraGenerate

The fastest way to write GPU kernels. Generate optimized GPU kernels in under

60 seconds.

Book a demo

Image

MakoraOptimize

Improve performance on vLLM and SGlang by up to 3x with automatic hyperparameter optimization. No expertise required.

Book a demo

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Deploy on any GPU, anywhere.

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Deploy on any GPU, anywhere.

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Deploy on any GPU, anywhere.

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Deploy on any GPU, anywhere.

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Why MAKORA?

Makora's AI powered optimization tools automate the work of performance engineers - from writing CUDA to tuning inference engine configs.

Fully automated GPU code generation

MakoraGenerate writes high performance GPU code

Universal deployment

Deploy anywhere - NVIDIA, AMD, AWS, GCP, Oracle - without rewriting your software

Continuous AI-driven optimization

MakoraOptimize continuously optimizes your GPU kernels and workloads behind the scenes through AI-driven improvements.

Seamless setup and integration

Makora integrates directly into popular frameworks like PyTorch, vLLM, and SGLang

Why MAKORA?

Makora's AI powered optimization tools automate the work of performance engineers - from writing CUDA to tuning inference engine configs.

Fully automated GPU code generation

MakoraGenerate writes high performance GPU code

Universal deployment

Deploy anywhere - NVIDIA, AMD, AWS, GCP, Oracle - without rewriting your software

Continuous AI-driven optimization

MakoraOptimize continuously optimizes your GPU kernels and workloads behind the scenes through AI-driven improvements.

Seamless setup and integration

Makora integrates directly into popular frameworks like PyTorch, vLLM, and SGLang

Why MAKORA?

Makora's AI powered optimization tools automate the work of performance engineers - from writing CUDA to tuning inference engine configs.

Fully automated GPU code generation

MakoraGenerate writes high performance GPU code

Universal deployment

Deploy anywhere - NVIDIA, AMD, AWS, GCP, Oracle - without rewriting your software

Continuous AI-driven optimization

MakoraOptimize continuously optimizes your GPU kernels and workloads behind the scenes through AI-driven improvements.

Seamless setup and integration

Makora integrates directly into popular frameworks like PyTorch, vLLM, and SGLang

Why MAKORA?

Makora's AI powered optimization tools automate the work of performance engineers - from writing CUDA to tuning inference engine configs.

Fully automated GPU code generation

MakoraGenerate writes high performance GPU code

Universal deployment

Deploy anywhere - NVIDIA, AMD, AWS, GCP, Oracle - without rewriting your software

Continuous AI-driven optimization

MakoraOptimize continuously optimizes your GPU kernels and workloads behind the scenes through AI-driven improvements.

Seamless setup and integration

Makora integrates directly into popular frameworks like PyTorch, vLLM, and SGLang

Articles from our founders

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Feb 18, 2026

Code generated by MakoraGenerate is wrong... or brilliant?

The code was correct. The problem wasn't.

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Feb 18, 2026

Code generated by MakoraGenerate is wrong... or brilliant?

The code was correct. The problem wasn't.

Image

Feb 18, 2026

Code generated by MakoraGenerate is wrong... or brilliant?

The code was correct. The problem wasn't.

A cinematic illustration of a powerful shark training inside a futuristic “RL GYM” (Reinforcement Learning Gym). The shark is anthropomorphic, muscular but sleek, wearing high-tech workout gear with glowing circuit patterns. It is lifting massive GPU-shaped weights labeled “H100,” “Triton,” and “KernelBench.” Around the gym are holographic screens displaying GPU kernel code, performance graphs, speedup metrics (2.12×), and neural network diagrams. Floating UI elements show reward signals, compile checks, and benchmarking results. The walls have neon signs reading “Optimize,” “Benchmark,” and “No Reward Hacking.”

Feb 12, 2026

We RL'd GPT-5 to Write Better Kernels

Pushing frontier model capabilities with reinforcement learning

A cinematic illustration of a powerful shark training inside a futuristic “RL GYM” (Reinforcement Learning Gym). The shark is anthropomorphic, muscular but sleek, wearing high-tech workout gear with glowing circuit patterns. It is lifting massive GPU-shaped weights labeled “H100,” “Triton,” and “KernelBench.” Around the gym are holographic screens displaying GPU kernel code, performance graphs, speedup metrics (2.12×), and neural network diagrams. Floating UI elements show reward signals, compile checks, and benchmarking results. The walls have neon signs reading “Optimize,” “Benchmark,” and “No Reward Hacking.”

Feb 12, 2026

We RL'd GPT-5 to Write Better Kernels

Pushing frontier model capabilities with reinforcement learning

A cinematic illustration of a powerful shark training inside a futuristic “RL GYM” (Reinforcement Learning Gym). The shark is anthropomorphic, muscular but sleek, wearing high-tech workout gear with glowing circuit patterns. It is lifting massive GPU-shaped weights labeled “H100,” “Triton,” and “KernelBench.” Around the gym are holographic screens displaying GPU kernel code, performance graphs, speedup metrics (2.12×), and neural network diagrams. Floating UI elements show reward signals, compile checks, and benchmarking results. The walls have neon signs reading “Optimize,” “Benchmark,” and “No Reward Hacking.”

Feb 12, 2026

We RL'd GPT-5 to Write Better Kernels

Pushing frontier model capabilities with reinforcement learning

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Jan 15, 2026

Discovery & Mitigation of Reward Hacks in Automated Kernel Optimization

A systematic study of reward hacking, adversarial detection, and robust evaluation for LLM-optimized GPU kernels

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Jan 15, 2026

Discovery & Mitigation of Reward Hacks in Automated Kernel Optimization

A systematic study of reward hacking, adversarial detection, and robust evaluation for LLM-optimized GPU kernels

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Jan 15, 2026

Discovery & Mitigation of Reward Hacks in Automated Kernel Optimization

A systematic study of reward hacking, adversarial detection, and robust evaluation for LLM-optimized GPU kernels

Image

Feb 18, 2026

Code generated by MakoraGenerate is wrong... or brilliant?

The code was correct. The problem wasn't.

A cinematic illustration of a powerful shark training inside a futuristic “RL GYM” (Reinforcement Learning Gym). The shark is anthropomorphic, muscular but sleek, wearing high-tech workout gear with glowing circuit patterns. It is lifting massive GPU-shaped weights labeled “H100,” “Triton,” and “KernelBench.” Around the gym are holographic screens displaying GPU kernel code, performance graphs, speedup metrics (2.12×), and neural network diagrams. Floating UI elements show reward signals, compile checks, and benchmarking results. The walls have neon signs reading “Optimize,” “Benchmark,” and “No Reward Hacking.”

Feb 12, 2026

We RL'd GPT-5 to Write Better Kernels

Pushing frontier model capabilities with reinforcement learning

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Try MAKORA for free

Try for free

Book a Demo with an Engineer

Image

Try MAKORA for free

Try for free

Book a Demo with an Engineer

Image

Try MAKORA for free

Try for free

Book a Demo with an Engineer

Image

Try MAKORA for free

Try for free

Book a Demo with an Engineer

Products

MakoraOptimize

MakoraGenerate

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Blog

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company

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Copyright © 2025 MakoRA. All rights reserved.

Products

MakoraOptimize

MakoraGenerate

Resources

Blog

Status

company

About

Contact Us

Legal

Terms of Service

Privacy Policy

Cookie Policy

Image

Copyright © 2025 MakoRA. All rights reserved.

Products

MakoraOptimize

MakoraGenerate

Resources

Blog

Status

company

About

Contact Us

Legal

Terms of Service

Privacy Policy

Cookie Policy

Image

Copyright © 2025 MakoRA. All rights reserved.

Products

MakoraOptimize

MakoraGenerate

Resources

Blog

Status

company

About

Contact Us

Legal

Terms of Service

Privacy Policy

Cookie Policy

Image

Copyright © 2025 MakoRA. All rights reserved.