The text explains how to connect a cloud server to a home GPU server safely using Docker and Tailscale. It provides a step-by-step guide on setting up Tailscale for secure networking, network topology, and Docker with Tailscale. I...
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DeepSeek-R1 is a new AI model that uses reinforcement learning to improve reasoning capabilities. It aims to make reinforcement learning cheaper and scalable for LLM training, avoiding Supervised Fine Tuning. The model has gone th...
0Using LLMs and Cursor to become a finisher
2025-01-02 •
The author discusses their transition to an Engineering Manager role and their continued work on side projects using LLMs and Cursor to quickly build and deploy tools. They provide examples of projects they've built and share thei...
0Managing Secrets in NixOS Home Manager with SOPS
2024-10-27 •
The text discusses managing secrets in NixOS Home Manager with SOPS. It explains how to use SOPS to encrypt secrets, integrate SOPS with NixOS, and access secrets as environment variables. The setup ensures that sensitive data rem...
0Run custom GGUF model on Ollama
2024-09-07 •
The article explains how to install a custom Hugging Face GGUF model using Ollama, enabling users to try out the latest models as soon as they are available. It provides step-by-step instructions on downloading the model, creating...
0Guide to extending OpenWebUI using Pipelines
2024-08-01 •
The text is a guide to extending OpenWebUI using Pipelines. It discusses the mechanism of Pipelines, including Valves, Filter, Tools, Pipe, Manifold, and how to add more PIP dependencies. The author shares their experience of inte...
0A beginners guide to fine tuning LLM using LoRA
2024-02-15 •
The text is a beginner's guide to fine-tuning LLM using LoRA. It includes the steps from data generation, fine-tuning, and using the model leveraging LLaMA.cpp on a Mac. The author also discusses creating a dataset, deciding metri...
0A guide to using Python with Supabase securely
2023-09-30 •
The text is a guide to using Python with Supabase securely. It explains how to deploy a Python service to a cloud infrastructure and use JWT to validate authenticated requests. It also provides code examples and explanations for s...
The post provides suggestions for onboarding remote Software Engineers. It includes tips for the first week, growing responsibilities and support, and the culture of writing and sharing in a remote work environment.
0Why I created a vaccine finder
2021-04-22 •
The author created findvaccinefor.me to provide a more convenient way to access vaccine data from WA state sources. They discuss the problems with existing vaccine scheduling systems and the importance of user experience. They cri...
0Debugging in Google Colab notebook
2021-01-19 •
The text explains how to use a debugger in Google Colab notebook. It discusses the benefits of using a debugger in a notebook, how to install and use ipdb, and the commands for ipdb.
0Fence your TypeScript, for saner project boundaries
2020-06-09 •
The post discusses the problems of dependency creep and lack of clear boundaries in large TypeScript projects and provides a solution using TypeScript path mapping and a tool called good-fences. It explains how to define package b...
The text discusses the problem of managing import paths in a big app and how to use path aliases in React Native created with Expo and Typescript to solve this problem.
0Securing MongoDB using Let's Encrypt certificate
2018-09-11 •
The text explains how to secure MongoDB using a Let's Encrypt certificate. It provides a step-by-step guide on setting up TLS/SSL for MongoDB, making it publicly accessible, setting up Nginx, certbot, creating TLS/SSL certificate ...
0Upgradeable smart contracts in Ethereum
2018-04-18 •
The text discusses the need for upgradeable smart contracts in Ethereum due to the immutability of blockchain. It explains the different ways contracts are called in Ethereum virtual machine and how to build an upgradeable smart c...
The text discusses the concept of libraries in Solidity for code reusability and testing. It explains how to create and use libraries, deploy libraries and contracts, and test libraries. It also covers the difference between inter...
The text discusses the use of union types in Typescript to avoid invalid states, providing examples and explanations of how to use them effectively.