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An interesting problem I ran into recently: qcontroller had been loading Ubuntu 22.04-25.04 images just fine, and then all of a sudden it stopped working with the 26.04 images. The guest VM crashed with: [ 0.395796] /dev/root: Can't open blockdev [ 0.396053] VFS: Cannot open root device "PARTUUID=8b
Introduction: I Built a Pipeline. Now What? In the previous article Understanding ETL: A Chaotic Introduction, I built a simple pipeline, and after running it a few times, another problem unfolded. How can I run this every day at a specific time to get any new articles or updates? The solution is Ai
We’ve all been there: you’re working on your Mac, clicking through menus, and thinking, “There has to be a faster way to do this.” As it turns out, the answer has been sitting right under your fingertips the entire time. The Option key {⌥} is easily one of the most underrated, underutilized tools on
Last post I said the planning turned out harder and more interesting than the doing. This is me paying that off. Quick recap so this stands on its own. I build a CLI where you type a sentence and an LLM picks one action out of hundreds of apps and runs it on your real accounts. Last post was about d
LLMs generate text one token at a time. That sounds simple. But without KV Cache, every new token would repeat a lot of old work. That is why inference optimization starts with keys and values. KV Cache stores previously computed Key and Value tensors. During generation, the model only needs to comp
DC Sudios greenlit a Joker anime, a Krypto kids cartoon, and an animated 'Absolute Batman' series.
The Geekom A9 Max packs tons of power into a tiny frame, and it's on sale for Amazon Prime Day.
The pager goes off at 3:11 a.m. It's the fifth time tonight, and it's the same alert: HighMemoryUsage on a node that's running a memory-mapped cache doing exactly what it was designed to do. You ack it half-asleep, knowing it'll fire again in twelve minutes. By the time the real incident shows up at
For high-volume merchants, relying solely on Shopify metafields to store relational data or custom customer records is an architectural dead end. A dedicated supabase shopify backend provides the relational integrity, row-level security, and serverless processing power required to run complex custom
TLDR: Three interconnected UI problems reveal how layout-aware drag detection, unified touch/mouse event handling, and CSS specificity interact when you redesign a panel that lives inside a visibility-toggled tab system. Schema Editor Repo The visual-diff layout uses flex-direction: row on wide scre
Before I get into this, it is not a knock on Uptime Kuma. It's a genuinely amazing, easy-to-use piece of software. If you run a homelab or a small fleet and you're not using it, you probably should be. It's free, self-hosted, beautiful, and it does the thing it was built to do better than almost any
MCP Server CORS: The Preflight Problem That Broke My MCP Server 92 Times And How I Fixed It For Good Honestly, I thought I understood CORS. I've been building web apps for almost 10 years. How hard can it be? Turns out, MCP changes everything. After 92 production outages where my MCP server randomly
On May 7, OpenAI made gpt-realtime-2 generally available in the Realtime API at roughly $0.25 to $0.35 per minute of conversation, with GPT-5-class reasoning, 128K context, native translation, and 70+ languages. Coverage: TechCrunch, OpenAI's announcement, and a clean teardown at DataCamp. Five days
Cloudflare Workflows, our durable execution engine for multi-step applications, now supports saga-style rollbacks, allowing developers to specify a compensating action for each step.do().
If you’re like me, sometimes you get so excited to try something new that you don’t read the docs all The post Agent Toolkit for AWS includes 20+ agent skills, but your agent might not load them without this one file appeared first on The New Stack.
Key takeaways Model-routing thresholds can drastically cut costs. Understanding request complexity is key to effective routing. Dynamic thresholds improve performance and user experience. Regularly analyze metrics to fine-tune your routing strategy. Startups using AI models often face the challenge
When cloud computing transformed enterprise IT, security vendors followed the workloads. Visibility into cloud infrastructure became a central requirement as organizations shifted applications and data into new environments. Artificial intelligence is now driving another change, but this time the ch
"There is no natural explanation," says paleoanthropologist John Hawks.
The AI boom has been an abstract thing for most consumers, a story about data centres and model launches happening somewhere else. This week it arrived somewhere concrete: the price of a Mac. Apple is raising prices on Macs and iPads to offset the soaring cost of memory and storage chips, the bill f
Colossal Biosciences will be biobanking tissues from all of them as well.
