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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"

lightx2v

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Wan2.1-T2V-14B-StepDistill-CfgDistill

Task: text-to-video

Jukka Seppänen

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WanVideo_comfy

Black Forest Labs

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FLUX.1-schnell

Task: text-to-image

Resemble AI

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chatterbox

Task: text-to-speech

Qwen

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Qwen3-Embedding-0.6B

Task: text-generation

OpenBMB

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MiniCPM4-8B

Task: text-generation

II

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II-Medical-8B-1706

Task: text-generation

ICONNAI

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ICONN-1

Task: text-generation

Meta Llama

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Llama-3.1-8B-Instruct

Task: text-generation

Mbed-TLS

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mbedtls

An open source, portable, easy to use, readable and flexible TLS library, and reference implementation of the PSA Cryptography API. Releases are on a varying cadence, typically around 3 - 6 months between releases.

n8n-io

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n8n

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

microsoft

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playwright

Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

modelscope

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FunASR

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

lancedb

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lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

prometheus

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node_exporter

Exporter for machine metrics