# FlyMy.AI Blog

> Research notes, benchmarks and engineering stories from the FlyMy.AI team - the agentic cloud that makes your AI fly.

Page: https://flymy.ai/blog/

Blog

# Notes from the FlyMy.AI team

Benchmarks, research notes and engineering stories from the team building the fastest inference layer for generative media and compound AI agents.

Featured · Research

## The agent loop is an interpreter. We compiled it.

The agent loop is an interpreter, so we built a compiler for it. 346 agent programs compiled, 1,729 production runs measured - including the one result that is not flattering.

**-40%** model calls per run

**2.2x** fewer tool errors

**393x** runs off one compile

Denis Timonin and the FlyMy.AI team · September 2026 · 9 min read

Read the study →

Link: https://flymy.ai/blog/compiling-ai-agents/

Benchmark · GenAI Media

## FLUX LoRA Training: FlyMy.AI vs Fal.ai vs Nano Banana

We trained the same LoRA on three providers and measured which one keeps a face recognizable under strong style shifts - with quantitative identity-fidelity and prompt-adherence scores plus a blind user vote.

**0.85** identity fidelity

**0.89** prompt adherence

**#1** in user voting

Valentin Kovalev, Denis Timonin and the FlyMy.AI ML team · July 2026 · 5 min read

Read the study →

Link: https://flymy.ai/blog/flux-lora-training-flymyai-vs-fal-ai-vs-nanobanana/

## More from FlyMy.AI on Medium

Deep dives and product stories we published on our Medium publication.

Benchmark

### Are open-source models as good as the new Nano Banana Pro?

A side-by-side text-to-image comparison of Z-Image-Turbo, FLUX.2 Pro, Hunyuan Image 3 and Gemini 3 Pro Image.

December 2025 · Medium

Link: https://medium.com/flymy-ai/are-open-source-models-as-good-as-the-new-nano-banana-pro-lets-talk-about-this-%EF%B8%8F-e2e0b8db20f6

E-commerce

### How FlyMy.AI can help Shopify solve merchant pain points

Full-stack generative AI for product imagery, descriptions and storefront automation.

November 2025 · Medium

Link: https://medium.com/flymy-ai/how-flymyai-can-help-shopify-solve-merchant-pain-points-with-full-stack-generative-ai-efd7333def67

E-commerce

### The future of e-commerce with generative AI and LLMs

Where compound AI agents take online retail next - and what it means for merchants.

November 2025 · Medium

Link: https://medium.com/flymy-ai/the-future-of-e-commerce-with-generative-ai-and-llms-bb08fed601ca

GenAI Media

### AI video effects are transforming how creators tell stories

From restyled clips to full video pipelines - what real-time video effects unlock for brands.

November 2025 · Medium

Link: https://medium.com/flymy-ai/ai-video-effects-are-transforming-how-businesses-and-creators-tell-stories-6c1eed396920

AI Agents

### FlyMy.AI Media Agent 1 - next-level GenAI tools for developers

Introducing the first multi-domain GenAI media agent: one endpoint, compound quality.

June 2025 · Medium

Link: https://medium.com/flymy-ai/flymy-ai-media-agent-1-next-level-genai-tools-for-developers-6754c446e493

AI Compiler

### How to outperform PyTorch kernels with OpenAI's Triton compiler

A hands-on GroupNorm tutorial: writing custom Triton kernels that beat stock PyTorch 3x.

November 2024 · Medium

Link: https://medium.com/flymy-ai/how-to-outperform-pytorch-kernels-with-openais-triton-compiler-ba2babce8cc5

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For agents: the FlyMyAI operating guide (sign up, connect, run models, tools and agents) is https://flymy.ai/skill.md, and https://flymy.ai/llms.txt lists the other pages and the documentation.