HackerNews

Readers can't identify watermarked AI text

Article URL: https://www.seangoedecke.com/readers-cant-identify-watermarked-ai-text/ Comments URL: https://news.ycombinator.com/item?id=49562981 Points: 2 # Comments: 0
HackerNews

AI Philosophy Competition

Article URL: https://www.zacharygoodsell.com/ai-philosophy-competition Comments URL: https://news.ycombinator.com/item?id=49563267 Points: 1 # Comments: 0
HackerNews

Agenci – CI/CD testing for AI agents

Article URL: https://github.com/klinditafa1/agenciandhttps://x.com/tryagenci Comments URL: https://news.ycombinator.com/item?id=49563268 Points: 1 # Comments: 0
HackerNews

Google Slides AI is laughably bad

Article URL: https://theopenpresenter.com/blog/google-slides-ai-is-laughably-bad/ Comments URL: https://news.ycombinator.com/item?id=49563331 Points: 1 # Comments: 0
Claude Code Observability with OpenTelemetry
🌍 FreeCodeCamp

Claude Code Observability with OpenTelemetry

Agentic coding tools like Claude Code, OpenAI Codex, Google Antigravity, and Cursor have become ubiquitous for everyday software development. As agentic systems mature, much of the work developers hav
🌍 TheVerge

Aqara goes all in on smart lighting

After showing off several smart home firsts at CES, Aqara has returned to IFA with a major lineup of smart lighting compatible with both Zigbee and Thread. One of these new devices is the Floor Lamp T1, which trades the look of a typical lamp for an LED-equipped pole attached to a base. The lamp […]
🌍 TheVerge

Lexar’s Muse is an ultra-slim portable SSD that’s less than 4mm thick

Following the lead of companies like Xteink, Lexar is the latest to sacrifice a USB-C port in the pursuit of slimming down its hardware. When the Lexar Muse Ultra-Slim Portable SSD launches later this year in 512GB and 1TB capacities it will be one of the slimmest you can buy. At its thickest point in […]
🌍 Dev.to

The Most Expensive Part of Building an MVP Isn’t the Code

Most MVPs don't become expensive because developers write bad code. They become expensive because teams build too much before learning what actually matters. A typical product starts like this: “We need authentication, dashboards, notifications, payments, analytics, admin panels, integrations…” And suddenly, the “MVP” has become a 4-month project. The problem isn't development. The problem is deciding what doesn't need to be built yet. An MVP Should Answer One Question No...
🌍 Dev.to

Build a web-aware agent with OpenAI Agents SDK and Zenrows

This article was originally published on the Zenrows blog. Read the original here: https://www.zenrows.com/blog/web-aware-agent-openai-agents-sdk-zenrows This guide shows you how to register Zenrows Fetch as a @function_tool next to WebSearchTool in a single OpenAI Agents SDK agent, so the model routes between discovery and live-page retrieval on its own each turn. You need Python 3.9+, an OpenAI API key, and a Zenrows API key. All the code is on GitHub . Before you ...
🌍 Dev.to

Inside ATLOCK v4: Building a Windows Security Suite in Pure Python — Architecture, Crypto Design, and the Trade-offs Nobody Talks About

Inside ATLOCK v4: A Deep Technical Teardown TL;DR — ATLOCK is a ~3,000-line, single-file Python security suite for Windows that combines OS-level lockdown, NTFS ACL file locking, a Fernet/PBKDF2-encrypted password vault, and webcam-based intruder response — all wrapped in a customtkinter UI and shipped as one .exe. This post breaks down how it's built, why certain decisions were made, and — just as importantly — where the trade-offs are, because a security tool that hides its own weak points ...
We Built a Chatbot Without an LLM: Here’s How It Works
🌍 Dev.to

We Built a Chatbot Without an LLM: Here’s How It Works

When you hear "chatbot" in 2026, the obvious architecture is something like: For one of our projects, we deliberately didn't do that. The chatbot needed to answer questions about things like: prices; opening hours; appointments; service availability; business policies. For those kinds of questions, we cared more about predictability than creativity. If the business says: We only work by appointment. we don't want a model to turn that into: Appoint...
🌍 Dev.to

How We Built an AI Visual CRO Auditor That Draws Bounding Boxes Over UX Friction

When traditional automated audit tools (like Google Lighthouse) scan a webpage, they test for DOM metrics and performance : Largest Contentful Paint (LCP), missing ARIA labels, image dimensions, or meta tags. What they CANNOT tell you: "Your primary CTA button blends directly into the hero gradient background." "Your pricing table has cognitive overload and 5 competing badge colors." "Your sign-up form creates visual friction by hiding password requirements." To solve t...
Bringing Modern UI Architecture to Garmin Apps: The Sweet Spot Between Performance and Testability
🌍 Dev.to

Bringing Modern UI Architecture to Garmin Apps: The Sweet Spot Between Performance and Testability

TL;DR Attempted to introduce modern UI architecture (unidirectional data flow and component separation) to Garmin app development, an environment severely constrained by kilobytes of RAM and a weak CPU. Built a custom Hooks-like library for the Monkey C environment, but calling it directly inside the render loop caused excessive CPU load. Adopted a "Props Packing Pattern" (passing arrays) and the "Container/Presenter Pattern" as a solution. Traded a negligible 0.8ms per-frame overhea...
I built a salon website that its owner can run without a developer
🌍 Dev.to

I built a salon website that its owner can run without a developer

I just built a salon website that doesn't need a developer every time something needs to change And that's the part I'm most excited about. I built a fully customizable, multi-page salon website using: Next.js 16 Tailwind CSS Strapi CMS The idea was simple A business owner should be able to update their website without touching the code. Want to: Add a new service? Add/remove sections? Publish a new blog/article? Change images and conten...
🌍 Dev.to

The request we could not follow across four services

A customer sent us a screenshot of a 500 error with a timestamp. That was all we had. The request had passed through an API gateway, an auth service, an orders service, and a payments service, and each of them logged beautifully in its own format, into its own index, with no shared identifier anywhere. Finding that one request meant grepping four log stores by timestamp window and guessing which lines belonged together. We got it eventually, about ninety minutes later, by correlating on a use...
🌍 Dev.to

The Redistribution Gap: How Platforms, Cost, and Language Divide Content—and How to Turn It to Your Advantage

The Redistribution Gap: How Social Media, Language, Perspective, and Cost Control Access to Information—and How to Benefit From It We live in a world where information can be created faster than ever before. AI can turn a few ideas into an article, translate content into multiple languages, create summaries, generate videos, explain complex concepts, and adapt the same information for different audiences. Yet there is a growing problem: Just because information exists does not mean...
ArgoCD SSO with AWS IAM Identity Center (via Dex SAML)
🌍 Dev.to

ArgoCD SSO with AWS IAM Identity Center (via Dex SAML)

A short, reproducible guide to wiring ArgoCD login to AWS Identity Center using ArgoCD's bundled Dex as a SAML service provider. Works whether IdC's identity source is its own directory or an external IdP (e.g. Google), with a couple of non-obvious gotchas that will cost you hours if you miss them (see Gotchas). Why this approach Access governed in IdC : grant/revoke ArgoCD like AWS account access; one plane to on/offboard. No client secret : SAML trust is cert-based (I...
Prompting Will Be Dead in Six Months
🌍 Dev.to

Prompting Will Be Dead in Six Months

That's at least what every tech bro is saying right now on Twitter. The next wave, apparently, is graph engineering. Okay, So What the Heck Is Graph Engineering? If you picture a normal AI agent, it's typically one model looping through an entire task by itself, over and over, until it decides, yeah, this is good enough. Graph engineering breaks that into smaller pieces called nodes. A node is just one specific job, a researcher, a writer, or a fact checker. Each has its...
🌍 Dev.to

How do you actually test for a failure that leaves no trace?

Code and results: github.com/ashwin-sridhar/silent-failure-harness There's a specific kind of bug I have a hard time explaining to people who haven't hit it. Not a crash. Not a stack trace. A test suite that's green, a system that looks "up," and a business event that just — isn't there. Nobody's system logged an error, because from its point of view nothing happened. That's not a metaphor. That's the literal failure mode. I wanted to know whether the pattern I'd designed around this wa...
🌍 Lobsters

Lua-async

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