# headless-commerce

Karpathy's Cloud Guidelines: 10 Imperatives for Smooth Computing Experience

The Karpathy CLAUDE.md self-check protocol isn’t just another set of AI coding rules—it’s an executable debugging layer that catches silent failures in agentic loops. What started as four behavioral guidelines has grown into a ten-rule system designed to stop compounding errors before they spiral. I

India Inches Closer to Affordable, Reliable AI Development Platforms

I used to ask a simple question when routing coding tasks across models: Which model is strong enough for this? That question is still useful, but it is not the first one I ask anymore. The better first question is: How quickly can I verify the output? That changed the way I use low-cost models. I d

Lossless, But Not Free: The Lossless, But Not Free — When Speculative Decoding Actually Pays Off (and When It Doesn't)

One of the hottest topics in LLM inference acceleration right now is Speculative Decoding. DSpark claims 60%–85% single-user speedup at the same throughput. Google has published a stream of research on it — SpecTr, block verification, SpecRouter, and more. Sounds great, right? A small model (draft m

Verification Cost Is the Real AI Coding Cost

#cloud-computing#ffmpeg#deno#video-processing

Running FFmpeg with Deno: A Seamless No-Install Experience

Originally published at ffmpeg-micro.com You're building something in Deno and you need video processing. Thumbnail generation, format conversion, transcoding user uploads. You search for "ffmpeg deno" and quickly realize the ecosystem isn't like Node.js. There's no fluent-ffmpeg equivalent. Deno's

From RSS to YouTube Shorts: Seamlessly Automating Content Publishing

Originally published at ffmpeg-micro.com Every time a new article drops in your RSS feed, you could turn it into a YouTube Short. Not manually. Fully automated: new post triggers the pipeline, and a finished Short lands in your upload queue. Five stages, each handled by a different tool: RSS trigger

Ditch Offline Sync Hurdles with OfflineSyncKit, a Game-Changing Android Solution

As Android developers, we've all built applications that need to work without an internet connection. Whether it's a Point of Sale (POS) system, healthcare application, CRM, delivery platform, inventory management solution, or field service app, the same challenge eventually appears: "What happens w

India's Open-Source Cloud OS, Chikku, Takes Shape Locally

mintOS Developer Handbook Table of Contents Boot Process Screen Driver Keyboard Driver Input System Kernel Library Parser & Shell Tool Purpose GCC Compiles C code kernal.c void kernel_main() { char* video = (char*) 0xB8000; const char* text = "Hello from mintOS"; for (int i = 0; text[i] != '\0'; i++

ML-Powered Adaptive IQ Test

I Built an ML-Powered Adaptive IQ Test in Next.js 14 — Here's Exactly How It Works Tags: nextjs typescript machinelearning webdev Most online IQ tests are broken. They ask the same 20 questions to everyone — whether you're a 14-year-old high school student or a 35-year-old PhD. They don't adapt. The

The Lord of the Rings: Secrets, SSL, and Firewalls – A Developer's Quest

The Quest Begins (The "Why") Honestly, I was just trying to ship a tiny API for a side‑project when I realized I’d left my database password hard‑coded in a config file that got committed to a public repo. Cue the panic. I spent the next hour frantically rolling commits, scrubbing history, and apolo

Salesforce employees are confused about why the company is promoting a competitor inside Slack

When Anthropic launched Claude Tag on Tuesday, a high-profile AI product that works as a persistent teammate inside Slack channels, some employees at Salesforce, which owns Slack, were confused. Salesforce promoted Anthropic’s new product on social media even as it competes directly with Salesforce’

Instagram wants to make algorithm customisation a core part of the app, not a buried setting

Instagram head Adam Mosseri previewed new ways to surface Your Algorithm, the feature that lets users specify which topics they want to see more or less of. In an Instagram post this week, Mosseri said the goal is to evolve the tool “from a setting to something that feels central to your experience

India’s payments chief says AI will drive UPI from 750 million to a billion daily transactions

India’s Unified Payment Interface has grown to over 750 million daily transactions, and the head of the body that oversees it says AI will be central to reaching a billion. Dilip Asbe, MD and CEO of the National Payments Corporation of India, told TechCrunch at Mumbai Tech Week that AI could drive t

#android auto#gemini#data privacy#ai technology#india tech

· · ZDNet

Limit Gemini's Data Collection in Android Auto Today

Google's AI offers a lot of convenience in your car, but you're offering up a lot of sensitive information.

· · Gizmodo

Experience This Frustrating OS Simulator and Appreciate Your Computer More

Seriously, I'm sorry I had a gazillion browser tabs open alongside several hours' worth of unsaved work. Please don't crash. Please.

#operating-systems#software-simulation#user-experience#tech-humor

Nadella, former Snap exec, now leads 11,000 to enhance Copilot

Jacob Andreou, the 33-year-old executive Satya Nadella promoted to run Copilot in March after just one year at Microsoft, now oversees more than 11,000 people. He has merged the consumer and enterprise Copilot teams, eliminated redundant product versions, and is building a super app that combines ch