Thanks to MEGA for sponsoring this video\. TechHut viewers get the Pro 2 plan at the Pro 1 price, 10TB for around $10/month Building a proper 3-2-1 backup for my entire homelab, the right way, for the first time\. In part one we build the backup machine from scratch, set up Proxmox Backup Server, get the home lab backing up locally, and push an offsite copy to the cloud with S3 compatible storage\. By the end you'll have a real working backup system, no matter if you run Proxmox VE, Unraid, ... Read more ›
Large language models have moved out of the research lab and into engineers’ daily workflow. LLMs serve as reasoning engines that can orchestrate complex tasks including identifying vulnerabilities in source code and transforming fragmented project discussions into rigorous technical specifications.While the general public uses AI tools to write email and plan vacations, technical professionals use LLMs as core architectural elements that are fundamentally changing how digital infrastructures... Read more ›
Abstract. Preprints, scientific manuscripts publicly shared prior to peer-review, are now part of scholarly 25 communication as emerging information Read more ›
In system design interviews, distributed transactions often appear quietly. Read more ›
Discover the 5 DNS servers every home lab should know about, including Technitium DNS, Unbound, BIND9, Pi-hole, and CoreDNS. Learn the strengths, weaknesses, and high availability options for each. Read more ›
to get full episodes, full archive, and join the Discord community. The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about . Sign up for to be notified every time a new Brain Inspired episode is released. To explore more neuroscience news and perspective... Read more ›
Microservice Architecture is a distributed system design approach in which an application is decomposed into small, independently… Read more ›
I can now spin up new containers with simple conversational prompts Read more ›
Researchers precisely measured the proton’s size, resolving the proton radius puzzle and strengthening confidence in the Standard Model of particle physics. Hydrogen is the simplest element in the universe and the first entry on the periodic table. Each hydrogen atom contains just one proton in its nucleus and one electron orbiting around it. Because of [...] Read more ›
Rust's type system prevents many classes of memory errors, yet its standard library relies heavily on unsafe code whose correctness is validated through testing, including dynamic checks under Miri, but lacks static verification. We present what is, to the best of our knowledge, the largest verification campaign reported for a software library: an open, crowdsourced effort that integrates complementary verification tools into the continuous inte... Read more ›
Karakeep (formerly Hoarder) is a self-hosted application for saving and organising bookmarks, links, and notes with AI-powered tagging. This guide explains how to deploy Karakeep using Docker Compose. Read more ›
Part 3 of the 30 Must-Know System Design Concepts. Master where and how data lives, and learn to choose the right database for your… Read more ›
Matt Fitzpatrick, CEO of Invisible Technologies, joins Bloomberg Intelligence’s Mandeep Singh on this episode of the Tech Disruptors podcast to discuss the use of reinforcement learning by frontier model providers for training, as well as the company’s enterprise business. They explore reinforcement learning from human feedback (RLHF), agentic AI and self-improvement, the evolution of large language models, coding agents and contact centers. Read more ›
AI-scientist systems are beginning to automate parts of scientific research. We present ContinuumCellAgent, an autonomous agent that executes literature review, hypothesis formation, computational experimentation, manuscript drafting, and adversarial peer review as a single unattended run. Existing AI scientist systems remain difficult to diagnose because they lack modularity, systematic prompt grounding, and observability into long-running behavior. ContinuumCellAgent addresses these gaps wi... Read more ›
A self-hosted bookmark management tool. Contribute to beromir/Servas development by creating an account on GitHub. Read more ›
Accurate monitoring of agricultural land is a cornerstone of sustainable land management, particularly in arid regions like Saudi Arabia, where water resources are scarce. Traditional Land Use Land Cover (LULC) classification methods, dependent on manually engineered features, often lack robustness across diverse environmental conditions. While deep learning models like Convolutional Neural Networks (CNNs) automate feature extraction and enhance generalization, their computational complexity ... Read more ›
A few months ago I sat in on a system design round where the candidate nailed every classic question — sharding, load balancers, the works… Read more ›
If you are going to go to the bother of fine tuning for trivial problems like subject classification then I think you'll find Scikit Learn with a SGDClassifier on 2-grams will do probably just as well and be under 1MB for the trained classifier. Read more ›
I am going to begin with six selections from Peirce’s Lectures of 1866 where he addressess, among other things, the roles of signs informing sign relations and their connection with rules of inference guiding inquiries. ⁂ ⁂ ⁂ Our first … → Read more ›
> ## Documentation Index > Fetch the complete documentation index at: > Use this file to discover all available pages before exploring further. # Introduction to Chainstack Self-Hosted > Deploy and manage blockchain nodes in your own environment with Chainstack Self-Hosted, giving you full control over data, security, and infrastructure. Welcome to the documentation for Chainstack Self-Hosted, a control plane for deploying and managing blockchain infrastructure in your own environment. #... Read more ›