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what i learned from building 50+ AI Agents last year (edited)

"Been building AI agents for more than a year and honestly... most of you are doing it completely wrong"

II

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II-Medical-8B-1706

Task: text-generation

NVIDIA

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Cosmos-Predict2-2B-Text2Image

Task: text-to-image

Centro de Excelência em IA

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Gemma-3-Gaia-PT-BR-4b-it

Task: image-text-to-text

Qwen

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Qwen3-Embedding-0.6B-GGUF

NVIDIA

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GR00T-N1.5-3B

Task: robotics

PowerShell

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PowerShell

PowerShell for every system!

PaperMC

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Paper

The most widely used, high performance Minecraft server that aims to fix gameplay and mechanics inconsistencies

cocos

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cocos-engine

Cocos simplifies game creation and distribution with Cocos Creator, a free, open-source, cross-platform game engine. Empowering millions of developers to create high-performance, engaging 2D/3D games and instant web entertainment.

apache

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arrow

Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics

darklang

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dark

Darklang main repo, including language, backend, and infra

microsoft

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onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

actions

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runner-images

GitHub Actions runner images

coollabsio

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coolify

An open-source & self-hostable Heroku / Netlify / Vercel alternative.

deepspeedai

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.