🌍 TechCrunch

Gudea leverages AI to help organizations prevent social media crises before they erupt

Every day, conversations unfold across social media and websites around the world. A seemingly insignificant post—whether it involves AI-generated misinformation, hate speech, or a damaging rumor—can quickly snowball into a much larger public controversy. Gudea, a company that tracks how stories and rumors spread online that describes itself as the “storm tracker for the internet,” […]
🌍 Dev.to

The 3am alarm nobody logged: building incident accountability for shops

The alarm goes off at 3am. By the morning, three people can tell you three different things about what happened, and none of them can show you. That is the problem I built for this week. The three facts that never live in the same place I spent twenty years in supermarket operations, most of it as a COO. Here is how an incident actually gets handled in a shop that has cameras: The chiller alarm fires. Nobody hears it at 3am. At 7am someone notices the temperature log. T...
🌍 Dev.to

The Sandbox That Was Not One: CVE-2026-53710 in IBM mcp-context-forge

The Sandbox That Was Not One: CVE-2026-53710 in IBM mcp-context-forge An MCP gateway exists to sit between an AI client and a set of tools, and IBM's mcp-context-forge includes a python_sandbox_server component meant to execute untrusted code safely. A flaw tracked as CVE-2026-53710, published as GHSA-xm98-3vcf-fph7 with a CVSS base score of 10.0, defeats that component entirely. Versions before 1.0.2 are affected. The escape in one paragraph The sandbox exposes a dictionary ...
🌍 Dev.to

Your Post Exists Before Anyone Can See It: Field Notes From Running Third-Party PDS Accounts on ATProto

Data points below are annotated with the log files they came from ( evidence/... = our local operations evidence tree for 2026-10-14). Every call was made with free, public APIs — nothing in this article required a paid tier. At 22:55:40 UTC on October 14th, a post left one of our test accounts. We could read it back, character for character, from the server that stores it. Anonymous, unauthenticated, plain HTTPS GET. And yet for the next forty minutes, as far as the main Bluesky app's sear...
🌍 Dev.to

The Model Writes the Review Reply. The Owner Keeps the Promises.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built “The coffee was excellent, but I was charged twice. The waiter ignored my question about the bill.” That fictional review has three things worth answering. Thanking the customer for the coffee is easy. Acknowledging the double charge and unanswered question takes more care. Promising a refund introduces a different decision: does the person writing the reply have permission...
🌍 Dev.to

The Goroutine Awakens: Mastering Go Concurrency Like a Jedi

The Quest Begins (The “Why”) I still remember the first time I tried to make a Go program talk to itself. I had a simple web scraper that needed to fetch a dozen URLs, parse the HTML, and dump the results into a CSV. My first attempt looked like this: func main () { urls := [] string { /* … */ } results := make ( chan string , len ( urls )) for _ , u := range urls { go fetch ( u , results ) // fire off ...
Full Board, Zero Flow: Why Busy Teams Stop Shipping
🌍 Dev.to

Full Board, Zero Flow: Why Busy Teams Stop Shipping

More tickets, more tools, and more completed tasks do not automatically mean more productivity. Sometimes, the real improvement starts by removing work and reviewing tasks. If you work in software development, you probably know the routine. You file tickets, update the board, push commits, review pull requests, answer messages, and attend meetings. By the end of the day, there is plenty of activity to show for your time. Your sprint board has moved. Tickets have changed status. The activi...
🌍 Dev.to

Googlebook Launches as Google's Gemini-First Laptop Category for AI-Assisted Work

Google has launched Googlebook , a new laptop category designed from the ground up for Gemini Intelligence . The category combines AI-assisted tools on the laptop, support for native Android apps, and cross-device flows with Android phones. For businesses evaluating new employee devices in late 2026, Googlebook is less a single hardware announcement than a bid to make Gemini and Android part of the everyday desktop workflow. Google first announced Googlebook on May 12, 2026. Its official o...
🌍 Dev.to

Vercel Was Too Expensive, So I Migrated My Next.js App to Cloudflare Workers

I recently moved production traffic for Galaxy Movies, my Next.js movie/TV discovery site, off Vercel and onto Cloudflare Workers. This isn't a Vercel hit piece: Vercel is a great platform, and the app ran happily there for a long time. But I was paying for a Pro plan for what is ultimately a side project, my DNS was already on Cloudflare, and the entire backend surface is fetch-based (Upstash REST, OpenAI, Resend, TMDB); no databases, no TCP. That's about as close to a best-case scenario for ru...
Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance with embodied agent feedback loops
🌍 Dev.to

Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance with embodied agent feedback loops

Explainable Causal Reinforcement Learning for bio-inspired soft robotics maintenance with embodied agent feedback loops Introduction: When a Silicone Tentacle Taught Me About Causality Last spring, I spent three weeks trying to keep a bio-inspired soft robotic arm from tearing itself apart. The arm—a pneumatically actuated silicone tentacle modeled loosely on an octopus—was supposed to learn how to grip fragile objects. Instead, it kept developing micro-tears near its bending jo...
🌍 Dev.to

Backend Error Tracking Setup — Capture Exceptions During Pricing Rule Rollouts

TL;DR: For a small Node.js Express error tracking setup rolling out a property-pricing rule, capture backend exceptions with request context, release, environment, and an allowed user identifier, then triage by error group instead of paging on every event. Infrai fits when a stable REST contract matters more than an integrated incident suite: the application keeps one plain HTTP contract even when the provider behind a capability changes, and public discovery plus runnable examples in 10 languag...
BillCraft AI: Invoice Generator + AI-Powered Invoice Reader
🌍 Dev.to

BillCraft AI: Invoice Generator + AI-Powered Invoice Reader

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built BillCraft AI is a privacy-first, intelligent invoice studio built for freelancers, contractors, and small business owners. It automates the tedious work of creating invoices and digitizing messy receipts without sending private financial data to third-party cloud servers. The Problem It Solves Freelancers and solopreneurs spend hours every month manually decip...
🌍 Dev.to

A minimized java service wrapper for Windows/Mac/Linux

https://github.com/theonedev/wrapper MIT licensed, written with Rust, and tested intensively on Windows amd64/arm64, Linux amd64/arm64, Mac Silicon. It is used by OneDev to run as service on these platforms. Wrapper configuration is a subset of JSW, focusing on service wrapping only, without JVM monitoring.
🌍 Lobsters

The DelightQL Query Language

Hey all, I would like to present a programming language I have been developing for many years called delightql. This is an alpha release so there will be rough edges, but I have used it at home and work and have liked it enough to now throw it out into the world and see if it sticks. It's always a good thing if you like the language you've developed. Delightql transpiles to SQL and looks something like a cross between Prolog, Elixir and cough Perl. I will try now to enumerate some featur...
How to Stop an AI Agent from Inventing Nigerian Postcodes
🌍 FreeCodeCamp

How to Stop an AI Agent from Inventing Nigerian Postcodes

On 1 October 2026, Nigeria's postcode changed from six digits to an 11-character code that identifies a single building, such as EK-01-A03-FK-01. Language models trained before that date still describ
HackerNews

Has AI tells

Article URL: https://theconsensus.dev/blog/2026/10/14/has-ai-tells.html?focus=1 Comments URL: https://news.ycombinator.com/item?id=50090799 Points: 63 # Comments: 69
HackerNews

Fancy Curl Sites

Article URL: https://nytpu.com/gemlog/2026-03-18 Comments URL: https://news.ycombinator.com/item?id=50093612 Points: 64 # Comments: 12
HackerNews

OpenCode 2.0

Article URL: https://anoma.ly/notes/opencode-2-0/ Comments URL: https://news.ycombinator.com/item?id=50094994 Points: 219 # Comments: 83
HackerNews

Tiny Little Office

Article URL: https://tinylittleoffice.com/ Comments URL: https://news.ycombinator.com/item?id=50096142 Points: 71 # Comments: 11