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Learnings from Cultivating Machine Learning Engineers as a Team Manager

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Things I believed about “best practices” early in my career that production systems disproved

Tongyi-MAI

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Z-Image-Turbo

Task: text-to-image

Mistral AI_

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Devstral-Small-2-24B-Instruct-2512

Microsoft

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VibeVoice-Realtime-0.5B

Task: text-to-speech

Z.ai

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AutoGLM-Phone-9B

Task: image-text-to-text

Z.ai

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GLM-4.6V-Flash

Task: image-text-to-text

Z.ai

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GLM-ASR-Nano-2512

Task: automatic-speech-recognition

NVIDIA

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NVIDIA-Nemotron-3-Nano-30B-A3B-BF16

Task: text-generation

Mistral AI_

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Devstral-2-123B-Instruct-2512

Z.ai

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GLM-TTS

Task: text-to-speech

actions

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runner-images

GitHub Actions runner images

pgvector

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pgvector

Open-source vector similarity search for Postgres

Eugeny

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tabby

A terminal for a more modern age

SimplifyJobs

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New-Grad-Positions

A collection of full time roles in SWE, Quant, and PM for new grads.

cloudnative-pg

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cloudnative-pg

CloudNativePG is a comprehensive platform designed to seamlessly manage PostgreSQL databases within Kubernetes environments, covering the entire operational lifecycle from initial deployment to ongoing maintenance

mermaid-js

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mermaid-live-editor

Edit, preview and share mermaid charts/diagrams. New implementation of the live editor.

immich-app

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immich

High performance self-hosted photo and video management solution.

paperless-ngx

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paperless-ngx

A community-supported supercharged document management system: scan, index and archive all your documents

openai

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openai-cookbook

Examples and guides for using the OpenAI API