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 ›
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 ›
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 ›
Wireless foundation models (WFMs) have recently emerged as a promising paradigm for AI-native 6G networks, enabling universal channel representations adaptable to diverse communication and sensing tasks. Existing WFMs are predominantly built upon the Transformer architecture, which delivers superior performance but incurs computational complexity proportional to the square of the input sequence length, posing a significant barrier to their deplo... 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 ›
The Ultimate System Design Tutorial for Beginners (Using Pizza Shop) Read more ›
Learn how modern AI evolved from simple language models to Transformers, reasoning models, and ChatGPT through practical examples and diagrams. Read more ›
On the Expressive Power of Programming Languages with Shriram Krishnamurthi | September 12, 2019 in St. Louis, Missouri 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 ›
Docker Compose now treats AI models as first-class application components via a top-level `models:` element, so you can wire models, agents, and tools into one declarative file and bring them up with a single `docker compose up`. The required field is `model:` (the OCI artifact pulled and run by Doc Read more ›
Why the next big software architecture decision is no longer just cloud versus local, but latency versus privacy versus sustainability —… Read more ›
From pretraining to RLHF/GRPO — every algorithm hand-written in pure PyTorch. 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 ›
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 ›
Belgian scientist Francois Englert, a particle physics specialist who won the Nobel Prize in 2013 for his work on the Higgs boson, has died at 93. Read more ›
To strengthen my practical understanding of identity and access management, I built an Active Directory homelab using Windows Server 2019… Read more ›
Stop guessing which free LLM API survives past a side project. Here's how OpenRouter, Groq, Gemini, and 10 more compare on limits, cost, and data use. Read more ›
AI and the future of journalism + Outrider’s Science Media Forum + Health Journalism 2026. Read more ›
I’ve been telling people for the last 25 years that Jane Street as an organization was just not interested in formal methods. Read more ›