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The LiteLLM Supply Chain Attack: How a Security Scanner Became a Backdoor

The LiteLLM Supply Chain Attack: How a Security Scanner Became a Backdoor

If you work with AI APIs, there's a reasonable chance LiteLLM is somewhere in your dependency tree — possibly without you ever explicitly installing it. It's one of the most widely used Python librari

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Harvey Just Hit an $11 Billion Valuation — And It Only Does Legal Work

Harvey Just Hit an $11 Billion Valuation — And It Only Does Legal Work

There's a running anxiety in the venture capital world that OpenAI and Anthropic are going to eat everyone's lunch. As the two frontier labs expand into agents, applications, and enterprise deployment

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Wine 11 Just Rewrote How Linux Runs Windows Games — And the Speed Gains Are Absurd

Wine 11 Just Rewrote How Linux Runs Windows Games — And the Speed Gains Are Absurd

Here's a benchmark number that looks like a typo: Dirt 3 went from 110.6 FPS to 860.7 FPS on Linux. That's a 678% performance improvement. It's not a typo. It's what Wine 11's new NTSYNC support does

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Shield AI Just Raised $2 Billion and Doubled Its Valuation in a Year

Shield AI Just Raised $2 Billion and Doubled Its Valuation in a Year

When a company's valuation more than doubles in a single year while the product is actively flying combat missions in a war zone, it tends to attract serious institutional money. That's exactly where

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Google's TurboQuant Compresses AI Memory by 6x — With Zero Accuracy Loss

Google's TurboQuant Compresses AI Memory by 6x — With Zero Accuracy Loss

Every time you have a long conversation with an AI, your GPU is quietly sweating. It has to keep track of everything you've said — every token, every context — in something called the key-value (KV) c

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Anthropic's Most Powerful AI Yet Was Leaked Before It Was Announced

Anthropic's Most Powerful AI Yet Was Leaked Before It Was Announced

Anthropic didn't plan to tell you about Claude Mythos today. A human made a configuration error, and suddenly the world found out anyway. On March 27, 2026, Fortune reported that Anthropic had acciden

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Python 3.3: The Version That Quietly Rewired Everything

Python 3.3: The Version That Quietly Rewired Everything

September 2012. The iPhone 5 had just launched. Gangnam Style was breaking the internet. And somewhere in the Python changelog, three features shipped that most developers barely noticed — yet went on

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Python 3.2 and concurrent.futures: The Release That Made Python 3 Worth Using

Python 3.2 and concurrent.futures: The Release That Made Python 3 Worth Using

Let's be honest about something: Python 3.0 was kind of a disaster. Not a catastrophic, "burn it all down" disaster — more like the kind of disaster where you show up to a party with great intentions,

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Cleaning the Slate: The Radical Engineering Behind Python 3.0

Cleaning the Slate: The Radical Engineering Behind Python 3.0

In the software world, backward compatibility is practically sacred. Libraries, frameworks, entire companies are built on the assumption that updating a language won't torch everything you've already

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The Operator That Dethroned a King: Python's Walrus Operator Story

The Operator That Dethroned a King: Python's Walrus Operator Story

On the morning of July 12, 2018, members of the Python community woke up, opened their laptops, and found a message on the python-committers mailing list that would change the trajectory of one of the

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Rakuten Reduces Recovery Time by 50% Using Codex

Rakuten Reduces Recovery Time by 50% Using Codex

Rakuten’s Secret Sauce: How Codex Turned “Oops” Into “Done” in Half the Time When I first heard that a Japanese e‑commerce giant was letting an AI write code for them, I imagined a scene straight out

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Descript uses OpenAI to enable multilingual video dubbing at scale.

Descript uses OpenAI to enable multilingual video dubbing at scale.

How Descript Turned Multilingual Dubbing from a Nightmare into a Scalable Feature When I first tried to dub a short tutorial video from English into German, I ended up with a soundtrack that sounded l

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AI Coders Can Finally See What They're Building — Antigravity and Uno Platform Make It Happen

AI Coders Can Finally See What They're Building — Antigravity and Uno Platform Make It Happen

Here's a scenario every developer knows too well: your AI coding assistant writes a beautiful chunk of code, the compiler gives you a green light, and you feel like a productivity superhero — until yo

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Snowflake's Arctic Long Sequence Training: How to Train LLMs on 15 Million Tokens Without Selling a Kidney

Snowflake's Arctic Long Sequence Training: How to Train LLMs on 15 Million Tokens Without Selling a Kidney

Let's be honest: training a large language model on long sequences has been the AI equivalent of trying to fit a king-size mattress through a studio apartment door. The mattress is your data, the door

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NVIDIA's 2026 State of AI Report: Adoption, ROI, and Challenges

NVIDIA's 2026 State of AI Report: Adoption, ROI, and Challenges

AI Is No Longer a Fancy Demo – It’s the Engine Driving Real‑World Business Growth When I first walked into a conference hall in 2015 and saw a robot arm “learn” to sort colored blocks, I felt the same

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Why I finally traded iTerm2’s features for Ghostty’s GPU renderer

Why I finally traded iTerm2’s features for Ghostty’s GPU renderer

There's a moment every developer remembers. Not the first time they wrote "Hello World" — that's romanticized nonsense. I mean the first time you opened a real terminal, saw a blinking cursor staring

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Java roundup featuring Apache Solr 10 release, JDK updates, and Devnexus 2026.

Java roundup featuring Apache Solr 10 release, JDK updates, and Devnexus 2026.

Java Roundup – March 2 2026 A quick pulse‑check If you’ve been living under a rock (or, more plausibly, buried in a monorepo), you might have missed a handful of releases that landed this week. Nothin

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Apple Unleashes the M5 Era and Shocks Everyone With the $599 MacBook Neo

Apple Unleashes the M5 Era and Shocks Everyone With the $599 MacBook Neo

Apple just threw down the gauntlet. At its highly anticipated March 2026 event — held simultaneously in New York, London, and Shanghai — the company didn't just iterate. It redefined what we should ex

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The Story of Python's Lazy Imports: Why It Took Three Years and Two Attempts

The Story of Python's Lazy Imports: Why It Took Three Years and Two Attempts

You run mytool --help and wait. Two seconds. Three. No network requests, no error, no disk thrashing. Just Python dutifully loading PyTorch, NumPy, pandas, and a dozen other heavy libraries it will ne

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Vercel Just Proposed a TypeScript-Inspired Upgrade to Python's Type System

Vercel Just Proposed a TypeScript-Inspired Upgrade to Python's Type System

If you've ever jumped between a TypeScript codebase and a Python one, you know the feeling. TypeScript gives you this almost magic-like type system where you can slice, dice, and reshape types at comp

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Rust 1.94.0 Released with Array Windows and Cargo Improvements

Rust 1.94.0 Released with Array Windows and Cargo Improvements

Rust 1.94.0 Is Here – Array Windows, Smarter Cargo Config, and More Stabilized APIs Rust ships a new stable release every six weeks, and 1.94.0 is no exception. It landed on March 5, 2026, and while i

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Samsung is the #1 global TV brand for 20 years

Samsung is the #1 global TV brand for 20 years

Samsung’s 20‑Year TV Crown: Why the Brand Still Feels Like the Cool Kid at the Dinner Table Source: [Samsung Global Newsroom](https://news.samsung.com/global/samsung-electronics-marks-20-consecutive-

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Beyond the CPU: Why Your Next Computer Needs an NPU

Beyond the CPU: Why Your Next Computer Needs an NPU

If you've been shopping for a new laptop lately, you've probably noticed a new buzzword popping up everywhere: NPU. It's plastered across spec sheets, product pages, and marketing materials right next

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5 Essential Tips for Choosing the Right VPS Hosting in 2026

5 Essential Tips for Choosing the Right VPS Hosting in 2026

So you've outgrown shared hosting. Maybe your site's getting more traffic, or you're tired of sharing resources with a hundred other websites on the same box. Whatever the reason, you're looking at VP

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Architectural Elasticity Imperative for Scaling Intelligent Automation

Architectural Elasticity Imperative for Scaling Intelligent Automation

Scaling Intelligent Automation — Why Elastic Architecture Beats “More Bots” When I walked into the Intelligent Automation Conference in London last week, the buzz in the exhibition hall reminded me of

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Dyna.Ai Secures Series A Funding to Deploy Agentic AI in Financial Services

Dyna.Ai Secures Series A Funding to Deploy Agentic AI in Financial Services

Dyna.Ai’s Bet on “Execution‑as‑a‑Service” Could Finally End the AI‑Pilot Fatigue in Finance The pilot problem that’s been haunting banks for years If you’ve ever sat in a boardroom where a slick demo

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A Senior Engineer's Guide to Prompting AI for Real Code

A Senior Engineer's Guide to Prompting AI for Real Code

If your idea of using AI for coding still involves tabbing twice to accept a generic boilerplate function, we need to talk. We're way past the era of mere code completion. As of early 2026, OpenAI Cod

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15 New Games Coming to GeForce NOW This March

15 New Games Coming to GeForce NOW This March

March 2026 Cloud‑Gaming Round‑Up: 15 Fresh Titles Land on GeForce NOW If you’ve ever tried to squeeze a full‑size RPG onto a laptop that screams “I’m a toaster,” you know why cloud gaming feels like a

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Samsung launches PlayGalaxy Cup: PUBG Mobile Global Open

Samsung launches PlayGalaxy Cup: PUBG Mobile Global Open

Samsung’s #PlayGalaxy Cup — How a Mobile‑First Esports League Is Trying to Rewrite the Playbook“The Global Open marked a milestone with the launch of the inaugural 2026 #PlayGalaxy Cup league.” – Davi

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OpenAI Codex and Figma launch a new code-to-design integration.

OpenAI Codex and Figma launch a new code-to-design integration.

OpenAI + Figma: When Code Meets Canvas in Real‑Time“The boundary between roles starts to soften because the system helps translate between intent and reality continuously.” – Alexander Embiricos, Code

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How to Scale Your Outreach: The Ultimate Guide to Cold Emails in 2026

How to Scale Your Outreach: The Ultimate Guide to Cold Emails in 2026

If your idea of scaling cold email in 2026 still involves loading an unverified dataset of 10,000 leads into a single platform, blindly hitting "send," and hoping for a 1% conversion rate, we urgently

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The Age of the Personal Autonomous Agent: Is OpenClaw Your Next Teammate?

The Age of the Personal Autonomous Agent: Is OpenClaw Your Next Teammate?

Beyond chatbots: How a "lobster-themed" open-source project turned local machines into 24/7 digital assistants. Picture this: It's 10:00 AM on a Tuesday, and you are acting as a human API. You have a

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EVMbench: AI agents for smart contract vulnerability detection and patching.

EVMbench: AI agents for smart contract vulnerability detection and patching.

EVMbench: Putting AI Agents on the Smart‑Contract Auditing Hot Seat Why I’m suddenly obsessing over “smart contracts” Look, I’ve been covering everything from the first consumer‑grade VR headset to th

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Claude Agent Teams: Moving Beyond Single-Agent AI to Multi-Agent Orchestration

Claude Agent Teams: Moving Beyond Single-Agent AI to Multi-Agent Orchestration

Working with AI for software development has traditionally felt like working with a brilliant but siloed junior engineer. You give them a file, they suggest a fix. But when it comes to understanding h

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TypeScript 6 Beta Released: Transitioning to TypeScript 7

TypeScript 6 Beta Released: Transitioning to TypeScript 7

TypeScript 6 Beta: The “Cleaning‑Up‑After‑Yourself” Release That Sets the Stage for a Go‑Powered TS 7 When the TypeScript team announced the 6.0 beta a few weeks ago, the headlines were… well, there w

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Microsoft releases .NET 11 Preview 1 with Runtime Async and C# 15 features.

Microsoft releases .NET 11 Preview 1 with Runtime Async and C# 15 features.

.NET 11 Preview 1 — What’s New, What’s Exciting, and What Still Feels Rough Around the Edges When Microsoft announced the first preview of .NET 11 last week, the usual mix of “here we go again” and “l

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AI attempts to solve First Proof math challenge

AI attempts to solve First Proof math challenge

OpenAI’s “First Proof” Sprint: How Close Are We to AI‑Generated Mathematics That Holds Up to Peer Review? When I was a kid I used to stare at the back of my high‑school algebra textbook, wondering whe

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Real-time monitoring system tracks rapid fluctuations of qubits.

Real-time monitoring system tracks rapid fluctuations of qubits.

Real‑Time Qubit Watchdogs: How a Copenhagen Team Turned a Millisecond Mystery into a Quantum Advantage When I first walked into the Niels Bohr Institute (NBI) for a “quick chat” with a postdoc, I expe

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OpenAI launches 'OpenAI for India' to expand AI access.

OpenAI launches 'OpenAI for India' to expand AI access.

OpenAI for India: What the Deal Really Means for the Country’s AI Future When I walked into the India AI Impact Summit in Delhi last week, the first thing I noticed wasn’t the glossy stage or the sea

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Gemini can now create music with Lyria 3

Gemini can now create music with Lyria 3

A New Way to Express Yourself: How Google’s Gemini App Is Turning Text and Photos into 30‑Second Songs When I first tried to make a mixtape for a friend back in the early 2000s, I spent an afternoon h

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Eclipse GlassFish 8 is Released

Eclipse GlassFish 8 is Released

Eclipse GlassFish 8 Is Here – The Enterprise‑Java Platform Gets Its Groove Back Published Feb 17 2026 When I first set up a Java EE server back in 2011, the biggest decision I faced was whether to wr

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Anthropic and Infosys Partner to Develop AI Agents for Regulated Industries

Anthropic and Infosys Partner to Develop AI Agents for Regulated Industries

Anthropic × Infosys: Building AI Agents That Can Actually Pass the Regulatory Exam When a Silicon‑valley‑born AI lab teams up with an Indian‑grown consulting giant, the result isn’t just another “AI‑f

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Apple introduces a new video podcast experience on Apple Podcasts using HLS technology.

Apple introduces a new video podcast experience on Apple Podcasts using HLS technology.

Apple’s Video‑Podcast Leap: What It Means for Listeners, Creators, and the Future of Audio‑Video StorytellingWhen I first tuned into Serial back in 2014, I was still figuring out how to keep my earbud

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NVIDIA Blackwell Ultra Lowers AI Agent Cost

NVIDIA Blackwell Ultra Lowers AI Agent Cost

Blackwell Ultra: How NVIDIA’s New Chip Is Making Real‑Time AI Agents Cheaper (and Faster) If you’ve ever tried to run a coding assistant that actually understands a whole codebase, you know the feelin

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The Hidden Engineering Behind Fast AI: How LLM Inference Actually Works

The Hidden Engineering Behind Fast AI: How LLM Inference Actually Works

Here's something that used to keep me up at night: why does ChatGPT feel instant, while my own attempts at running a large language model on a cloud GPU felt like waiting for dial-up internet to load

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From Coder to Orchestrator: The Rise of the AI-Powered Developer

From Coder to Orchestrator: The Rise of the AI-Powered Developer

Remember when being a "10x developer" meant you could type faster, memorize more APIs, and debug obscure errors at 3 AM fueled by nothing but coffee and spite? Those days aren't gone, exactly—but they

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Brain-Inspired Computers Excel at Math

Brain-Inspired Computers Excel at Math

Brain‑Inspired Chips Are Solving Supercomputer Math—And They’re Doing It on a Latte‑Budget Power Bill When I first saw a neuromorphic chip on a lab bench, it looked a bit like a futuristic LEGO brick—

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Agent Definition Language (ADL): The Missing Standard That Could Finally Tame the Wild West of AI Agents

Agent Definition Language (ADL): The Missing Standard That Could Finally Tame the Wild West of AI Agents

Remember when every website had its own custom markup language before HTML became the standard? Or when APIs were a free-for-all before OpenAPI (Swagger) came along and said, "Hey, maybe we should all

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Java News Roundup: GlassFish 8.0, OpenHai 1.0, and More

Java News Roundup: GlassFish 8.0, OpenHai 1.0, and More

This Week in Java (Feb 2 – Feb 9, 2026): GA GlassFish, AI‑Ready OpenHai, and Two Fresh Early‑Access JDKs If you’ve been living under a rock (or a particularly stubborn java.lang.Thread that refuses to

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Introducing GPT-5.3-Codex: Advancing Agentic Coding

Introducing GPT-5.3-Codex: Advancing Agentic Coding

GPT‑5.3‑Codex: The Coding Agent That’s Starting to Feel Like a Real Coworker When I first tried the original Codex a few years ago, it felt a bit like handing a junior intern a half‑finished script an

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