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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"

Meta Llama

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Llama-3.1-8B-Instruct

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

StarRocks

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starrocks

The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.

mindsdb

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mindsdb

AI's query engine - Platform for building AI that can answer questions over large scale federated data. - The only MCP Server you'll ever need

immich-app

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immich

High performance self-hosted photo and video management solution.

meshery

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meshery

Meshery, the cloud native manager

makeplane

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plane

🔥 🔥 🔥 Open Source JIRA, Linear, Monday, and Asana Alternative. Plane helps you track your issues, epics, and cycles the easiest way on the planet.

axios

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axios

Promise based HTTP client for the browser and node.js

project-chip

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connectedhomeip

Matter (formerly Project CHIP) creates more connections between more objects, simplifying development for manufacturers and increasing compatibility for consumers, guided by the Connectivity Standards Alliance.

jj-vcs

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jj

A Git-compatible VCS that is both simple and powerful

terraform-aws-modules

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terraform-aws-eks

Terraform module to create Amazon Elastic Kubernetes (EKS) resources 🇺🇦