Stars
Plug-and-play homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, host health. Built-in read-only MCP server so AI agents can explore it too.
Nominal's open-source library for hardware test instrumentation
Causal Analysis based on System Theory (CAST)
Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video
A Periodic Table of System Design Principles
notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references und…
This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are o…
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
Extracted system prompts from Anthropic - Claude Fable 5, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-5.6-Sol, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Curso…
OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images.
A FREE pragmatic DevOps learning to kickstart your DevOps career and knowledge in the Cloud Native era following the Agile MVP style! ⭐ (2026 plans for DevOps, Cloud, Platform, SRE, SWE)
A terminal-based AWS cost and resource dashboard built with Python and the Rich library. It provides an overview of AWS spend by account, service-level breakdowns, budget tracking, and EC2 instance…
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
An intentional way to practice debugging in Python.
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
1200+ DevOps Bash Scripts - AWS, GCP, Kubernetes, Docker, CI/CD, APIs, SQL, PostgreSQL, MySQL, Hive, Impala, Kafka, Hadoop, Jenkins, GitHub, GitLab, BitBucket, Azure DevOps, TeamCity, Spotify, MP3,…
Code and Slides
🎉 How to design and execute engineering strategies for tech leadership.
Spells for everyday living, also a book -- Models Demystified -- now available!
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Runbook automation platform with deep observability integrations for SRE & On-Call Teams
The guide to online assessments and interviews
RAG Time: A 5-week Learning Journey to Mastering RAG
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.