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Why We're Building Stategraph: Terraform State as a Distributed Systems Problem

Why We're Building Stategraph: Terraform State as a Distributed Systems Problem TL;DR why-stategraph.tldr $ cat why-stategraph.tldr • Terraform state shows distributed coordination issues but uses file primitives. • File blob (100% read/lock) vs. change cone (~3%). • Stategraph → graph state, ACID transactions, subgraph isolation. The Terraform ecosystem has spent a decade working around a fundamental architectural mismatch: we're using filesystem semantics to solve a distributed systems probl

Groww, backed by Satya Nadella, set to become first Indian startup to go public after U.S.-to-India move

Groww, India’s largest retail brokerage firm, is set to test the country’s public markets with a multi-billion-dollar IPO. The listing comes comes just over a year after the company restructured its corporate headquarters from Delaware back to India — a move that could make it the first Indian startup to list at home following a relocation from the U.S. Backed by Microsoft CEO Satya Nadella and marquee investors including Y Combinator, Ribbit Capital, and Tiger Global, Groww’s listing — expecte

Today's NYT Connections: Sports Edition Hints and Answers for Sept. 17, #359

Looking for the most recent regular Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles. Today's Connections: Sports Edition is a tough one. Movie fans will have an advantage on one grouping. If you're struggling but still want to solve it, read on for hints and the answers. Connections: Sports Edition is published by The Athletic, the subscription-based sports journalism site ow

In Defense of C++

Dayvi Schuster 12 min read Tuesday, September 9, 2025 In Defense of C++ Why C++ remains a powerful and relevant programming language in today's tech landscape. The Reputation of C++ C++ has often and frequently been criticized for its complexity, steep learning curve, and most of all for its ability to allow the developers using it to not only shoot themselves in the foot, but to blow off their whole leg in the process. But do these criticisms hold up under scrutiny? Well, in this blog post,

Today's NYT Connections Hints, Answers and Help for Sept. 17, #829

Looking for the most recent Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles. Today's NYT Connections puzzle is a fun mix. I especially liked the purple category, since I have fond memories of watching all four of those answers. Read on for clues and today's Connections answers. The Times now has a Connections Bot, like the one for Wordle. Go there

Amateurs Using AI to “Vibe Code” Are Now Begging Real Programmers to Fix Their Botched Software

Welcome to the future, where the vibes are bad in almost every meaningful respect — but where you do, at the very least, get to "vibe code," or use an AI model to write code and even build entire pieces of software. But rarely does the process go smoothly enough for prime time. The jury's still out on whether experienced programmers actually benefit from using AI coding assistants, and the tech's shortcomings are even more obvious when it's being relied on by untrained amateurs who openly embra

This popular Android Auto feature might be coming back - here's why

ZDNET | Charlie Osborne Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Google appears to be reverting to an older Android Auto display. A recent upgrade to Material You changed the background colors. A recent beta version shows code that gives users a choice. Android Auto is scrapping a controversial feature. Last month, the Android in-car infotainment system rolled out a small change -- an update to the Material You design. The upgrade didn't add or take away

Migrating to React Native's new architecture

Introduction We successfully migrated two of our largest apps, Shopify Mobile and Shopify Point of Sale (POS) to React Native's New Architecture while maintaining weekly releases and serving millions of merchants. This migration involved a complex codebase with hundreds of screens and native modules, extensive custom components, and deep integration with first-party libraries like FlashList. Key outcomes: Maintained development velocity throughout migration Zero feature development disruptio

Salesforce launches ‘Missionforce,’ a national security-focused business unit

Salesforce is increasing its focus on national security. The customer relationship management giant announced the creation of a new business unit called Missionforce on Tuesday. It will be focused on incorporating AI into defense workflows in three main areas: personnel, logistics, and decision making, according to a company press release. Missionforce will be helmed by Kendall Collins, who joined Salesforce in 2023 and is currently the chief business officer and chief of staff to Salesforce C

The China-US deal for TikTok could take another month to work out

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. Posts from this author will be added to your daily email digest and your homepage feed. TikTok might not finalize its deal to sell its US operations for at least another month. Sources tell CNBC’s David Faber that the US and China might close on an agreement within the next 30 to 45 days, while Oracle will remain the app’s cloud partner, allowing i

Salesforce launches ‘Missonforce,’ a national security-focused business unit

Salesforce is increasing its focus on national security. The customer relationship management giant announced the creation of a new business unit called Missionforce on Tuesday. It will be focused on incorporating AI into defense workflows in three main areas: personnel, logistics, and decision making, according to a company press release. Missionforce will be helmed by Kendall Collins, who joined Salesforce in 2023 and is currently the chief business officer and chief of staff to Salesforce C

Jaguar Land Rover extends shutdown after cyberattack by another week

Jaguar Land Rover (JLR) announced today that it will extend the production shutdown for another week, following a devastating cyberattack that impacted its systems at the end of August. JRL is a standalone entity under Tata Motors India, following its acquisition from Ford in 2008. JLR employs approximately 39,000 people, makes more than 400,000 vehicles each year, and has reported an annual revenue of over $38 billion (£29 billion). The British automaker has been working to resume operations

I ditched my flagship for a mid-range phone and don’t regret it

Joe Maring / Android Authority I did it. After years of exclusively buying and using flagship phones, I finally made the switch to a mid-ranger. And you know what? I don’t regret it. Not even a little. For the last decade, I’ve used high-end phones from brands like OnePlus and Google. After recently breaking my phone and shopping for a new one, I skipped the new Pixel 10 series I had my eye on and bought the Pixel 9a. This decision made me realize that today’s mid-range phones are not just goo

Topics: 9a great mid phone pixel

Basics of Equality Saturation

01 - Basics of Equality Saturation# This tutorial is translated from egglog. In this tutorial, we will build an optimizer for a subset of linear algebra using egglog. We will start by optimizing simple integer arithmetic expressions. Our initial DSL supports constants, variables, addition, and multiplication. # mypy: disable-error-code="empty-body" from __future__ import annotations from typing import TypeAlias from collections.abc import Iterable from egglog import * class Num ( Expr ): def

Topics: _x _y egraph num rewrite

Migrating to React Native's New Architecture

Introduction We successfully migrated two of our largest apps, Shopify Mobile and Shopify Point of Sale (POS) to React Native's New Architecture while maintaining weekly releases and serving millions of merchants. This migration involved a complex codebase with hundreds of screens and native modules, extensive custom components, and deep integration with first-party libraries like FlashList. Key outcomes: Maintained development velocity throughout migration Zero feature development disruptio

Windows 11 upgrade failed? These are my 4 most powerful troubleshooting secrets

SvetaZi/iStock/Getty Images Plus Follow ZDNET: Add us as a preferred source on Google. When Windows decides that it isn't interested in completing an upgrade, it can be maddeningly unhelpful, spitting out error codes and cryptic messages that can leave even experts scratching their heads. Also: How to upgrade your 'incompatible' Windows 10 PC to Windows 11 - for free That can happen with a routine Windows 11 feature update, but it's especially frustrating when you're trying to install Window

Google confirms fraudulent account created in law enforcement portal

Google has confirmed that hackers created a fraudulent account in its Law Enforcement Request System (LERS) platform that law enforcement uses to submit official data requests to the company "We have identified that a fraudulent account was created in our system for law enforcement requests and have disabled the account," Google told BleepingComputer. "No requests were made with this fraudulent account, and no data was accessed." The FBI declined to comment on the threat actor's claims. This

Today's NYT Connections: Sports Edition Hints and Answers for Sept. 16, #358

Looking for the most recent regular Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles. Today's Connections: Sports Edition has a really odd green group -- simple once you get it, of course. If you're struggling but still want to solve it, read on for hints and the answers. Connections: Sports Edition is published by The Athletic, the subscription-based sports journalism site ow

Google confirms hackers gained access to law enforcement portal

Google has confirmed that hackers created a fraudulent account in its Law Enforcement Request System (LERS) platform that law enforcement uses to submit official data requests to the company "We have identified that a fraudulent account was created in our system for law enforcement requests and have disabled the account," Google told BleepingComputer. "No requests were made with this fraudulent account, and no data was accessed." The FBI declined to comment on the threat actor's claims. This

Today's NYT Connections Hints, Answers and Help for Sept. 16, #828

Looking for the most recent Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles. Today's NYT Connections puzzle has a fun purple category. I'm a little surprised the Times didn't save it for Easter. Read on for clues and today's Connections answers. The Times now has a Connections Bot, like the one for Wordle. Go there after you play to receive a nume

Do startups still need Silicon Valley? Founders and funders debate at TechCrunch Disrupt 2025.

As the startup world descends on San Francisco for TechCrunch Disrupt 2025 — happening October 27–29 at Moscone West — one question looms large: Does building in Silicon Valley still give founders an edge? With 10,000+ startup and VC leaders gathering for this milestone Disrupt, the conversation around access, geography, and opportunity has never been more timely. On the Builders Stage, Anh-Tho Chuong (Lago), David Hall (Revolution), and Tawni Nazario-Cranz (SignalFire) lead a must-attend sessi

Harvard's new free AI tool could help treat Parkinson's, Alzheimer's, and even cancer

Nemes Laszlo/Science Photo Library/Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Harvard researchers designed a new AI model, PDGrapher. It can identify treatments to restore diseased cells to health. This could have larger impacts on drug discovery. While AI's most common use cases involve helping people with their everyday tasks, it can also go far beyond that, even helping make medical breakthroughs. Also: Can AI outdiagnose doctors? Microsoft

Turn Your Old Tech Into Art—Now With a 20% Discount

Nostalgic for beloved gadgets from your childhood? One easy and uncommon way to celebrate these gizmos is to frame them up on your wall. Grid Studios has been deconstructing old-school gadgets for 5 years now, and to celebrate its anniversary, the company is offering a 20 percent off sitewide discount with code GRID5, though the sale event ends September 17. Grid Studio Game Boy Advance $249 $199 (20% off) Grid Studios I've linked to the Nintendo Game Boy Advance version, the 2001 handheld tha

Snap unveils Snap OS 2.0 with native browser, WebXR support, and more

Snap has unveiled the second version of its Snap OS, the software powering its AR glasses known as Snap Spectacles. The update includes a new native browser, WebXR support, and more. The launch comes as the company rolled out its fifth-generation Snap Spectacles for developers last year and plans to launch a consumer version sometime in 2026. The release also comes just ahead of Meta’s Connect conference this week, where the company is expected to reveal its latest updates in smart glasses, AI,

Microsoft: Exchange 2016 and 2019 reach end of support in 30 days

​Microsoft has reminded administrators again that Exchange 2016 and Exchange 2019 will reach the end of extended support next month and has provided guidance for decommissioning outdated servers. According to the company's product lifecycle website, Exchange 2016 reached mainstream end date in October 2020, while Exchange 2019's mainstream support ended on January 9, 2024. Microsoft also reminded customers in January that Exchange Server 2016 and 2019 will reach the end of support in October.

Get into the cockpit as new crop of “Top Gun” pilots get their wings

It's constant corrections that you're doing. It is very much an eye scan. You have to be looking at certain things. Where is your lead indicator coming from? If you wait for the airspeed to fall off, it's probably a little bit too late to tell you that you're underpowered. You need to look for some of the other cues that you have available to you. That's why there's so many different sensors and systems and numbers. We're teaching them not to look at one number, but to look at a handful of numbe

Zoom’s Eric Yuan and Emergence’s Santi Subotovsky on navigating the second act, at TechCrunch Disrupt 2025

You’ve built the hit product — now what? That’s the question Zoom CEO Eric Yuan and Emergence Capital general partner Santi Subotovsky will take on in their session, “What Comes After Breakout Success?” From expanding into new markets to launching the next product bets, this panel will explore how great companies avoid becoming one-hit wonders. Expect insights into the tough calls between focus and diversification, how to keep innovating at scale, and what investors look for in a second act. Th

Pgstream: Postgres streaming logical replication with DDL changes

pgstream - Postgres replication with DDL changes pgstream is an open source CDC command-line tool and library that offers Postgres replication support with DDL changes to any provided target. Features Schema change tracking and replication of DDL changes Support for multiple out of the box targets Elasticsearch/OpenSearch Webhooks PostgreSQL Initial and on demand PostgreSQL snapshots (for when you don't need continuous replication) Column value transformations (anonymise your data on the g

Programming Deflation

The genies are out of the bottle. Let’s take as a given that augmented coding is steadily reducing the cost, skill barriers, and time needed to develop software. (Interesting debate to be had—another day.) Will this lead to fewer programmers or more programmers? Economics gives us two contradictory answers simultaneously. Substitution . The substitution effect says we'll need fewer programmers—machines are replacing human labor. Jevons’. Jevons’ paradox predicts that when something becomes c

Zoom’s Eric Yuan and Emergence’s Santi Subotovsky on navigating the second act at TechCrunch Disrupt 2025

You’ve built the hit product — now what? That’s the question Zoom CEO Eric Yuan and Emergence Capital general partner Santi Subotovsky will take on in their session, What Comes After Breakout Success?. From expanding into new markets to launching the next product bets, this panel will explore how great companies avoid becoming one-hit wonders. Expect insights into the tough calls between focus and diversification, how to keep innovating at scale, and what investors look for in a second act. The