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Every health-tech team building for treatment centers eventually hits the question: do we build the EHR/operations layer ourselves, or buy one? For behavioral health and addiction treatment specifically, the build side is heavier than it looks — not because any single piece is exotic, but because th
Most link management tools on the internet are just dumb, static URL shorteners. But in modern web development and marketing, static links are no longer enough. We need links that behave like intelligent, programmable data pipelines. As a solopreneur, I set out to build Reulink—a production-grade Sa
How to split a monthly contribution across several assets to pull a portfolio back toward its targets — without selling anything or paying taxes. Every long-term investor hits the same wall: you set a target allocation (say 40% stocks, 25% fixed income, 20% REITs, 15% international), the market move
I spent more time feeling guilty about missing tests than it would have taken to just write them. So I built something to stop doing either. Lacuna is an open-source CLI that closes test coverage gaps automatically. You run one command, and it finds every untested file in your project, generates rea
I've built a few local directory sites lately - the "best X in town" kind of thing - and I kept reaching for the same stack: Astro for the frontend, Airtable as the CMS, Cloudflare to host it. After the third one I realised the architecture was the interesting part, not any individual site. So this
On June 17, 2026, AWS Summit New York ran a long line of announcements that filled in the infrastructure for running agents in production. The official blog has the full roundup. https://aws.amazon.com/blogs/aws/top-announcements-of-the-aws-summit-in-new-york-2026/ One of them reads as plain from th
生成日: 2026-06-19 What happens in the final minutes of a soccer match — and why the data surprised me I want to be honest with you upfront. I didn't set out to find a "pattern." I set out to prove that late-game soccer betting was essentially random noise — the kind of thing that confirmation-biased p
GitHub added a small Copilot code review feature this week that feels bigger than the changelog entry. Copilot code review can now read repository-level AGENTS.md instructions. That sounds like a nice quality-of-life improvement. Put your preferences in a file. Tell the agent how the project works.
If you've ever tried building a wearable app, you know the struggle: Heart Rate Variability (HRV) is the holy grail of recovery metrics, but raw data from a PPG (Photoplethysmogram) sensor is essentially a chaotic mess of noise and motion artifacts. Extracting a clean physiological signal from a fin
Originally published on MRTD.NET — fast, sourced news on crypto security, cyber & SEO. In April 2026, someone filed a bogus copyright complaint to bury a Press Gazette investigation into Clickout Media — a firm reported to be buying up news brands, swapping staff for AI, and stuffing the sites with
Stop Asking 'Is GAI Here' — Ask 'At What Layer' The GAI debate has a structural problem. Someone says "passing this benchmark means GAI." A model passes it. Then they say "that benchmark wasn't hard enough." The goalpost moves. Someone says "passing the Turing test means GAI." Models pass it. Then t
Can the co-hosts make it two wins from two and qualify for the next round? Here's how to watch Mexico vs South Korea World Cup 2026 online via live streams.
Nvidia isn't just making faster GPUs anymore, and that's exactly the point.
According to a new report from Counterpoint Research, Apple Watch shipments comfortably outpaced the rest of the smartwatch market during the first quarter of 2026. Here are the details.
ChartData published an interesting chart today, featuring Apple Music’s Top 20 most streamed artists of all time. Here is the list.
Today Spotify is launching a new feature called Reserved in the US. This basically means Spotify is holding two concert tickets for an artist's most dedicated fans, and will offer them the chance to grab said tickets before the general sale goes live. The company isn't saying exactly how it determin
A great price if you've been looking for a fitness tracker
Originally published on lavkesh.com I've watched it happen dozens of times and I've done it myself more than once. You pick a use case, connect it to a model, write a prompt, feed in some sample data, and it works. Not just works. It's impressive. You show it to stakeholders and the energy in the ro
Spring Security 7 dropped at Spring I/O 2026. Daniel Erno from the Spring Security team gave a talk covering the biggest changes. Here's what matters if you're building Java apps with Spring Boot. This feature was requested 12 years ago (issue #2603, opened November 2013). It finally shipped. What i
The problem with single-model AI assistants Most AI assistants give you one model's answer. If it's wrong, you catch it or you don't. If you use a cheap model, quality drops. If you use a frontier model, you pay frontier prices for everything — even a simple file rename. We wanted something better.
