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If you run automations that summarize, classify, or pull fields out of text at volume, the LLM step is where per-token pricing turns budgeting into a guessing game: one batch of long inputs and the bi
In the previous article on hosting a Next.js app on a VPS, I'd left the deployment pipeline as a rough sketch: four lines to say "it ships to production on its own when you push." That's the piece I w
Let's be honest — standard GitHub profiles are a bit... static. As a Full Stack Developer & AI/ML Specialist, I wanted a way to showcase my contributions that actually felt alive. I didn't just want
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Living in the UAE means constantly Googling numbers: what is the visa fee now, how much zakat do I owe, what is today's fuel price, how is my gratuity calculated. The answers online are usually outdat
Vercel m'a longtemps convenu. Tu pousses ton code, trente secondes plus tard c'est en ligne avec un certificat valide, un CDN et des previews par branche. Pour démarrer un projet, je ne connais rien d
The problem: agents forget your project every session If you pair with a coding agent, you have lived this: a new session starts and the context is gone. The agent re-discovers your auth fl
If you've worked on more than one enterprise Angular application, you've probably seen this pattern: a CustomerTableComponent, an OrdersTableComponent, an InvoicesTableComponent, and three or four mor
How I Built a Free Twitch Emote Resizer Tool As a Twitch streamer, I always struggled with getting my emotes sized correctly for upload. Twitch requires specific pixel dimensions: 28×28, 56
You ask the AI for a bibliography. It hands you a title, authors, a journal, a year, a well-formed DOI. Everything is plausible, everything is clean. And one reference in two doesn't exist. Not "appro
You ask Claude to review your code. It says "looks good, clean, well factored". Of course it does. It wrote that code five minutes ago. You just asked the author to grade his own paper, and he gave hi
You ask the AI for tests. It hands you twelve, all green. CI passes. You merge. Three days later a bug ships, on a function those tests were supposed to cover. You reopen the test file and it clicks:
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The founding story of Nest is pretty much a perfect tech myth. A legendary product maker (in this case, Tony Fadell) helps create one of the most successful products ever (the iPhone) and then rides o
This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more news about the streaming industry, follow Emma Roth. The Stepback arrives in our subscribers'
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I've seen lots of so-called "smart" bike locks over the years, but none so far could justify the added cost. A newcomer that got its start securing ATMs for banks is trying to change that. There's not