🌍 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...
🌍 Dev.to

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

AI researcher Andrew Tulloch leaving Meta

Article URL: https://www.semafor.com/article/09/09/2026/ai-researcher-andrew-tulloch-is-leaving-meta Comments URL: https://news.ycombinator.com/item?id=49635363 Points: 2 # Comments: 0
HackerNews

Diagnosing schizophrenia is tricky. Can AI help?

Article URL: https://knowablemagazine.org/content/article/mind/2026/how-ai-can-listen-for-signs-of-schizophrenia Comments URL: https://news.ycombinator.com/item?id=49635887 Points: 2 # Comments: 1
HackerNews

Largest AI Infrastructure in Space announced by the president of France

Article URL: https://www.businesswire.com/news/home/20260909411854/en/Worlds-Largest-AI-Infrastructure-in-Space-announced-by-the-president-of-the-French-Republic-Marlan-Space-and-Loft-Orbital-Join-Forces-with-Mistral-and-Global-Space-Industry-Leaders-to-Build-the-Future-of-Agentic-AI-in-Space-with-%241-Billion Comments URL: https://news.ycombinator.com/item?id=49635903 Points: 1 # Comments: 0
HackerNews

What AI Means for Technical Competence

Article URL: https://letters.unchartedpathbreakthroughs.com/posts/what-ai-means-for-technical-competence Comments URL: https://news.ycombinator.com/item?id=49635924 Points: 3 # Comments: 0
HackerNews

Prosecutors allege man used AI to scrape court website

Article URL: https://www.abc.net.au/news/2026-09-10/christopher-duff-to-stand-trial-over-nsw-ai-court-data-breach/107135032 Comments URL: https://news.ycombinator.com/item?id=49635997 Points: 2 # Comments: 1
HackerNews

Show HN: Ambient Context v1.0.0 (Missing context for AI assistants)

The other week I posted a concept to use the macOS Accessibility API to capture the text on your screen into a markdown file. It seemed to be interesting with 150+ github stars. I've done a bunch of updates and packaged them into a signed macOS app. One of the biggest changes was moving away from 'one context file per day' to three markdown files for apps, website, and messages. I then run Andrej Karpathy's LLM Wiki process to turn into a simple knowledge base for the day. This is then used by a...
HackerNews

AI May Become the Third Superpower

Article URL: https://www.wsj.com/opinion/ai-may-become-the-third-superpower-1f7700dc Comments URL: https://news.ycombinator.com/item?id=49636278 Points: 1 # Comments: 0
Learn Python Interactively
🌍 FreeCodeCamp

Learn Python Interactively

Python continues to be one of the most versatile, widely adopted programming languages in tech. Because its syntax mirrors plain English, it remains the absolute best place for a beginner to start. We
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