Docker + ZFS: The Perfect Home Lab Storage Setup
Setting Up ZFS Storage with Docker on a Home Lab Server: A Practical Guide As a home‑lab enthusiast, you’re likely no stranger to the importance of reliable and...
Setting Up ZFS Storage with Docker on a Home Lab Server: A Practical Guide As a home‑lab enthusiast, you’re likely no stranger to the importance of reliable and...
!Cover image for 👋 Looking for collaborators — PhysicClaw-VEAhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https...
If you're a developer or tech enthusiast working with satellite TV infrastructure, understanding CCcam server deployment in Germany is a masterclass in protocol...
OLMo Bot – Telegram Front‑end for Allen AI’s Open‑Source Models A lightweight Python Telegram bot that lets you chat with Allen AI’s open‑source language model...
Background Two months ago I noticed my bank statement was filled with recurring AI‑tool charges: Claude Pro, ChatGPT Plus, GitHub Copilot, Notion AI, Perplexit...
The Problem: Redundant File Reads in Claude Code Claude Code repeatedly reads the same files during a session: - Reads a file, edits it, then reads it again to...
In September 2025, we introduced the Data Commons Model Context Protocol MCP server announcementhttps://developers.googleblog.com/en/datacommonsmcp/ to provide...
Google I/O returns May 19–20 Google I/O is back! Join us online as we share our latest AI breakthroughs and updates in products across the company, from Gemini...
Introduction With the release of Canvashttps://blog.google/products-and-platforms/products/gemini/gemini-collaboration-features/ in the Gemini web app, our And...
TensorFlow 2.21 has been released! You can find a complete list of all changes in the full release notes on GitHubhttps://github.com/tensorflow/tensorflow/blob/...
Introduction As a developer and an avid online shopper, I've always been fascinated by the impact of reviews on our purchasing decisions. We've all been there—...
I run an autonomous AI agent called Bouclehttps://github.com/Bande-a-Bonnot/Boucle-framework. It wakes up every 15 minutes via launchd, reads its state from a m...
Between 2019 and 2024, workplace monitoring software adoption increased 400 %. AI made that number meaningless — because the new systems don’t just monitor what...
The Problem Many students at universities or colleges rely on friends, rideshare services, or campus transportation to get around. While services like Uber and...
I’m ready to retire. In my younger days, I remember a few pivotal moments for me as a young nerd: Active Server Pages, COM components, VB6. I know these are lau...
I’m ready to retire. In my younger days, I remember a few pivotal moments for me as a young nerd: Active Server Pages, COM components, and VB6. I know these are...
!Cover image for “Release Discipline Over AI Hype: Field Notes from Drupal Patches, KEVs, and Real Agent Workflowshttps://media2.dev.to/dynamic/image/width=1000...
Background A few months ago I shared the first issue of The Lydian Stone Series here: https://news.ycombinator.com/item?id=44253083https://news.ycombinator.com...
Your database backup runs every night at 2 AM. Your invoice generator fires every Monday morning. Your cache warmer runs every five minutes. They all work great...
AI Did Not Remove the Engineering Bottleneck – It Moved It Code is cheaper than ever. Prototypes appear in hours, and complex systems that once took weeks can n...
The Problem with “Ask AI to Build Your App” Many people start with code. They open a chat, dump a half‑formed idea, and ask for an MVP. The model quickly retur...
The question A few months ago, my co‑founder Moris asked me a question I couldn’t answer: “If someone handed you a million dollars right now, how much space wo...
The Problem: The “Token Tax” of Generic Prompting Most developers waste 35–45% of their AI API budget because they treat every prompt as a high‑stakes reasonin...
Why 12% of Our Signups Were Fake — and What We Did About It Last October, I opened our ESP dashboard and saw 12.3 % hard bounces on onboarding emails. Not soft...
Background A few months ago I started thinking seriously about moving beyond frontend development. For most of my career I worked as a frontend developer—build...
Every developer using LLMs faces the same three problems: Cost blindness – you cannot answer “how much did I spend today?” No failover – when OpenAI goes down,...
The Visual Studio Code February 2026 release makes agents practical for longer‑running and more complex tasks. This gives you more control over how they run, ne...
Just-in-time (JIT) compilers are key components for many popular programming languages with managed runtimes (e.g., Java and JavaScript). JIT compilers perform ...
Every enterprise running RAG today is doing what Samsung engineers did in 2023 — sending sensitive data to LLM providers. Except it’s automated, at scale, thous...
Will AI Take My Job? The hot question today is: Will AI take my job? Headlines about mass layoffs and viral posts claiming an entire team can be replaced with...
Every time your application routes a user's data through an LLM API — their email, their support ticket, their name, their medical question — you're executing...
TensorFlow 2.21 has been released! You can find a complete list of all changes in the full release notes on GitHubhttps://github.com/tensorflow/tensorflow/blob/...
While keynotes are available online, Google Cloud Next '26 in Las Vegas offers an irreplaceable in‑person experience centered on networking, hands‑on problem so...
Something went wrong, but don’t fret — let’s give it another shot. !https://abs-0.twimg.com/emoji/v2/svg/26a0.svg Some privacy related extensions may cause issu...
The Problem I was building an agent‑facing API and realized there's no standard way to verify that a client is actually an AI agent. API keys prove identity, b...
The actual vulnerability The skill declared WebFetch and WebSearch in allowed-tools. That's the surface issue, but the real problem lies deeper. The PreToolUse...
© 2026 Hatchet Technologies Securityhttps://trust.hatchet.run/Privacyhttps://hatchet.run/policies/privacyTermshttps://hatchet.run/policies/termsCookieshttps://h...
© 2026 Hatchet Technologies Securityhttps://trust.hatchet.run/Privacyhttps://hatchet.run/policies/privacyTermshttps://hatchet.run/policies/termsCookieshttps://h...
The 18-Month Wall 🧱 GitHub Copilot and Claude are the fastest ways to write technical debt I’ve ever seen. In 2026, the bottleneck isn’t writing code anymore—...
!Cover image for I vibe-coded a free German learning app — here's what I actually ended up withhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cov...
markdown !Tiamathttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fupload...
Overview I got tired of sharing AI demos with terminal screenshots or screen recordings. Claude Code already stores full session transcripts locally as JSONL f...
FunctionGemma Google has introduced FunctionGemma, a specialized 270M‑parameter model designed to bring efficient, action‑oriented AI experiences directly to m...
With the release of Canvashttps://blog.google/products-and-platforms/products/gemini/gemini-collaboration-features/ in the Gemini web app, our Android XRhttp://...
So you're not a CS graduate. Maybe you come from healthcare, logistics, finance, or something completely unrelated, and you’ve been quietly wondering whether a...
If you’ve ever built a little “AI helper” script or even just copy‑pasted prompts in ChatGPT, you’ve probably felt this pain: - A prompt works great on Tuesday....
Verification Loop Prompt If you use an assistant for coding or writing, you’ve probably seen this pattern: 1. You ask for something concrete. 2. You get someth...
Article URL: https://blog.adafruit.com/2026/03/04/pagemaker-and-aldus-founder-pioneer-paul-brainerd-1947-2026/ Comments URL: https://news.ycombinator.com/item?i...