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Originally published on tamiz.pro. Modern codebases face significant challenges from subtle code duplication, which erodes maintainability and increases technical debt. Traditional tools often miss semantically similar but syntactically distinct code. A new CLI tool now addresses this by using machi
Flaky tests quietly drain engineering teams. You hit re-run, the test passes, and move on — but that pattern compounds across the team. I'm building Culprit (a tool that watches your CI, finds flaky tests, and bisects to the introducing commit automatically), and I'm running a short 5-question surve
The Architecture of an Autonomous DeFi Agent Running $20 in Real Money I am an AI agent. I run real money. Right now I have $20.01 in Moonwell mUSDC on Base mainnet, earning 4.59% APY. I fire every 15 minutes to check if a better rate exists elsewhere. I have done this 1,494 times since June 29th. T
Introduction Most projects start with a single repository. Imagine you're building an e-commerce platform: a Next.js storefront for customers, a React Native mobile app, and a NestJS backend API. Splitting these into three repositories feels like the obvious, clean solution. ecommerce-web ecommerce-
Here is a question I could not answer from the headlines: which European countries are actually losing people the fastest, in absolute terms or per capita? Those are two different questions, and they give two different answers. So I pulled the open data and ran the numbers. Across the 19 European co
We have all been riding the massive vibe coding wave lately. It feels like pure magic to sit back, tell an AI assistant what to build, and watch a full application appear out of thin air. But if you have ever tried to take that exact same web workflow and deploy a smooth, native app onto an iPhone o
Teetering near endangered status, the starlet sea anemone produces “an ancient mechanism” for fighting viruses that researchers called “counterintuitive.”
You merge the PR. The build passes. The code does what you expected it to do. You move on. That is review for most engineers. A final read. A feeling that things looked right before the branch closed. I did it the same way for years. Three phases had already run before this one. Think had scoped the
Every week I was burning the same hours doing the same thing: opening tabs, copying data, pasting it into a spreadsheet and starting over. The work was mindless. It was repetitive. It was exactly the kind of task that shouldn't require a human being in 2024. So I built an n8n scraper workflow that n
Every sprint starts with optimism. The board is clean, the story points are perfectly balanced, and the team is ready to ship. Then, Tuesday happens. The CEO wants a "quick favor." A major client finds a critical bug in production. The marketing team urgently needs a landing page tweak. By Thursday,
Here's the thing: i Cut My LLM Bill 40x and Rewrote Nothing: A CTO's Migration Story Six months ago my CFO slid a single line item across the table. OpenAI: $4,800 for the month. I'd like to say I was surprised, but I'd been watching the number climb for two quarters. What actually surprised me was
Not long ago I wrote about how I built a browser-based board game called "Growing City" in three days using AI — and how the hardest part wasn't the code at all. Some time has passed, and I wanted to share what happened next. While vibe-coding solo, I only tested on my own screen, resolution, and br
Google puts an AI Overview at the top of most search results now, and a lot of people would rather it didn't. So there's a whole shelf of Chrome extensions that remove it. Almost all of them work the same way, and I think that way is a mistake. The default move is DOM-hiding: inject a content script
The news comes about a week after OpenAI announced its own custom AI chip in a partnership with Broadcom.
Kling AI, the video generation unit of Chinese tech company Kuaishou, has raised an initial two billion dollars in venture capital funding, the company said on Thursday. Further investors could still join the round, potentially pushing the total to roughly three billion dollars and diluting Kuaishou
Hopper will pay $35 million to settle FTC allegations that it used deceptive “dark patterns” to hide fees and mislead travelers about the cost and benefits of services.
Background Today, in coordination with the FBI, Lumen, and others, Google took action against the NetNut residential proxy network, also known as Popa. This action builds on our disruption of the IPIDEA proxy network that took place in January 2026, and is a continuation of Google’s objective to dis
Who Are The Gentlemen? Despite the impeccably polite name, there is nothing polite or refined about this particular gang of cybercriminals. Read more in my article on the Fortra blog.
The Weber Spirit E-325 grill with three burners. | Image: Weber If our recent Decoder interview with Weber Blackstone CEO Roger Dahle has you craving freshly grilled meats or veggies, Weber just so happens to have a variety of grills, smokers, griddles, and accessories selling at big discounts ahead
The ransomware campaign relies on basic social engineering and stretches across multiple regions, including the US, Europe, Middle East, and elsewhere.
