🌍 Dev.to

OpenAI’s $122 Billion Funding Round Shows Why Its Scale Matters to Businesses

OpenAI has closed a $122 billion funding round at an $852 billion post-money valuation, according to its March 31, 2026 announcement. The company also says it has reached $2 billion in monthly revenue , a sharp increase from the $1 billion per quarter it reported generating by the end of 2024. For businesses using ChatGPT or OpenAI’s developer products , the immediate takeaway is not that every AI initiative will suddenly become cheaper or easier. It is that one of the sector’s central provi...
🌍 Dev.to

GLM-5.3: The Post-Training Revolution That's Reshaping AI Development

GLM-5.3: The Post-Training Revolution That's Reshaping AI Development How Z.ai Proved That Training Methods Matter More Than Model Size Published: September 9, 2026 | Reading time: 8 minutes The Counterintuitive Breakthrough In August 2026, Z.ai released GLM-5.3, a model that defied the conventional wisdom of AI development. With 743 billion parameters—identical to its predecessor GLM-5.2—the model achieved a 50% improvement in programming capabilities and t...
🌍 Dev.to

‘It Answers in Poetry Now’: A Week of Users Saying Their AI Got Wordier and Worse

For months the loudest complaints in consumer AI have been about money and access: the meter, the rate limit, the price rise, the paid feature that quietly vanished. This week the grievance moved somewhere less obvious and more interesting — the writing . Across the big subreddits, heavy users of Claude, Gemini and ChatGPT converged on the same complaint, in almost the same words: the models have started sounding cleverer and answering worse. More verbose, more performative, more jargon, more h...
🌍 Dev.to

Address the row, not the line: when the checker is the first reader in disguise

For two weeks, a small group of strangers on a GitHub issue about agent auto-memory audited one file: an always-loaded memory index with a 200-line / 25,000-UTF-16-unit cap. By the end, three of us had published numbers that were wrong, two of us had corrected ourselves in public, and we had discovered that the audit itself carried the exact bug it was built to find — at three different layers, one after another. The thread converged on a single sentence that none of us had said at the start: ...
🌍 Dev.to

Google Logged Six Search Ranking Updates in 2026: What Website Owners Should Watch

Google recorded six ranking-related Search updates in 2026 , spanning Discover, core ranking systems and spam detection. The count matters, but the more useful takeaway for website owners is what the updates reveal about Google's evolving quality signals. Independent analyses of the March core update found that destination sites and original publishers often gained visibility while intermediary aggregators and directories frequently lost ground. The six updates are listed in Google's offici...
🌍 Dev.to

Your Git History Is a Story. I Wrote the Algorithm That Finds It.

Every repository has a moment nobody talks about. Not the first commit. Not the launch. Not the sprint where everything clicked. The moment I keep coming back to — the one that made me build this thing — is the gap. The silence. The chapter where nothing happened and everyone pretended it didn't exist. When I ran Commit Canvas over Flask's history, it found six chapters. Five were predictable. The sixth stopped me: The Silence: 31 days of nothing. November 28, 2024 → January 1, 202...
🌍 Dev.to

Signup Abuse Defense: When CAPTCHA Gates Creation and Risk Signals Catch Up

Signup protection works best as a sequence, not a single verdict: use CAPTCHA before account creation when the request already looks automated, then apply risk scoring after signals from the attempted signup are available. That placement preserves a clean audit trail and keeps a suspicious attempt from becoming a durable credential. The decision is about bot resistance, not about making every honest person solve a puzzle. Architecture decision record The invariants are straightfo...
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Google’s 2026 Updates Separate Content Quality From AI Search Destination Signals

Google’s 2026 search changes require website owners to separate two related but different visibility problems. The February 2026 Discover Core Update focused on the quality and relevance of content shown in Google Discover. The May 2026 core update, alongside changes that made preferred sources available in AI Mode and AI Overviews, points to a second issue: how Google chooses sources to surface in AI-assisted search experiences. That distinction matters because the response is not identica...
🌍 Dev.to

I Built a Website Crawler Because “It Works in the Browser” Isn’t Enough

When you build a website, one of the easiest things to assume is: If the page looks fine in the browser, the website is fine. But a browser session only shows you one path through the application. A website can look completely normal while still having broken links, missing metadata, invalid structured data, crawlability problems, or performance issues across pages you never opened. That was the idea behind a project I’ve been building called sitebot. The problem ...
🌍 Lobsters

DIFF: A Relational Interface for Large-Scale Data Explanation

Abstract: A range of explanation engines assist data analysts by performing feature selection over increasingly high-volume and high-dimensional data, grouping and highlighting commonalities among data points. While useful in diverse tasks such as user behavior analytics, opera- tional event processing, and root cause analysis, today’s explanation engines are designed as standalone data processing tools that do not interoperate with traditional, SQL-based analytics workflows; this limits the app...
HackerNews

How I advertise malicious software on Google Ads

Article URL: https://xlii.space/eng/malicious-software-on-google-ads/ Comments URL: https://news.ycombinator.com/item?id=49624856 Points: 342 # Comments: 207
HackerNews

Roame (YC S23) Is Hiring Viral Content Editor

Article URL: https://www.ycombinator.com/companies/roame/jobs/KuVVqSh-content-systems-builder-editor Comments URL: https://news.ycombinator.com/item?id=49625110 Points: 0 # Comments: 0
HackerNews

Shopify acquires Tailwind

Article URL: https://tailwindcss.com/blog/tailwind-is-joining-shopify Comments URL: https://news.ycombinator.com/item?id=49626190 Points: 850 # Comments: 339
HackerNews

What will our economic future look like?

Article URL: https://www.anthropic.com/institute/econ-scenarios Comments URL: https://news.ycombinator.com/item?id=49626373 Points: 161 # Comments: 294
HackerNews

Planet Labs' open satellite feed

Article URL: https://tech.marksblogg.com/planet-labs-open-satellite-feed.html Comments URL: https://news.ycombinator.com/item?id=49628429 Points: 136 # Comments: 25
HackerNews

No Man's Sky Cosmos

Article URL: https://www.nomanssky.com/cosmos-update/ Comments URL: https://news.ycombinator.com/item?id=49628493 Points: 269 # Comments: 284
HackerNews

GNU Radio in the browser

Article URL: https://gnuradioworld.com/ Comments URL: https://news.ycombinator.com/item?id=49628576 Points: 163 # Comments: 22
HackerNews

Growing proof that autonomous cars save lives

Article URL: https://spectrum.ieee.org/are-self-driving-cars-safe Comments URL: https://news.ycombinator.com/item?id=49629886 Points: 167 # Comments: 284
HackerNews

Qwen 3.8 follows GPT-5.5 Pro reasoning prefills

Article URL: https://gist.github.com/wsxiaoys/e0286dc6bb624ff5fdf49e7f4c528ba3 Comments URL: https://news.ycombinator.com/item?id=49630026 Points: 159 # Comments: 64
HackerNews

iPhone 18 Pro and iPhone 18 Pro Max

Article URL: https://www.apple.com/newsroom/2026/09/apple-debuts-iphone-18-pro-and-iphone-18-pro-max/ Comments URL: https://news.ycombinator.com/item?id=49630151 Points: 248 # Comments: 257
HackerNews

AirPods 5

Article URL: https://www.apple.com/newsroom/2026/09/apple-introduces-airpods-5-with-best-in-class-open-ear-active-noise-cancellation/ Comments URL: https://news.ycombinator.com/item?id=49630253 Points: 349 # Comments: 288
HackerNews

Apple Watch Series 12

Article URL: https://www.apple.com/newsroom/2026/09/introducing-apple-watch-series-12-with-the-all-new-health-sensing-system/ Comments URL: https://news.ycombinator.com/item?id=49630566 Points: 189 # Comments: 214
HackerNews

Show HN: Self-hosted company OS, Claude Code and Codex agents in departments

Hi HN, I am Dimitris. This is a company OS that I built and use to run my business and anyone can install it and self host it for free. Think of it as Claude Code, Cowork and the cloud sessions in one self hosted application. It is a Multi-tenant application by design where many people can collaborate on the company agents with 4 different modes of collaboration, and it runs with your Anthropic or OpenAi subscription or even with local models. Every agent can run on Claude Code or Codex CLI run...
HackerNews

iPhone Duo

Article URL: https://www.apple.com/iphone-duo/ Comments URL: https://news.ycombinator.com/item?id=49630931 Points: 795 # Comments: 1563
HackerNews

Blizzard Workers Win Historic Union Contract

Article URL: https://www.gamespot.com/articles/blizzard-workers-win-historic-union-contract-that-could-set-a-new-standard-for-game-developers Comments URL: https://news.ycombinator.com/item?id=49635384 Points: 22 # Comments: 0