Software
How to Enable Developer Options on the HY300 Projector
Hey everyone! 👋 I had an old HY300 projector sitting around at home, and I decided to give it a little makeover using AI tools like Claude or Codex. The idea is to customize the interface, remove unnecessary apps, improve performance, and maybe explore a few security improvements along the way. But
Deterministic vs autonomous agents
Problematic Autonomy I recently built an agentic system where the agent had full autonomy over the tools required to act as the manager and assistant for a user’s calendar scheduling. It failed dramatically. Why? On each run the agent node (I built it in n8n) would go back and forth betwee
Catching Input Drift Before Accuracy Falls: A PSI Walkthrough
Catching Input Drift Before Accuracy Falls: A PSI Walkthrough A deployed model can get worse without anyone touching its code or weights. The world it sees changes: users behave differently, upstream systems change units or formats, a new product category appears, or a sensor gets replaced
How I built a booking tool that flags a missed lead in 15 minutes
How I built a booking tool that flags a missed lead in 15 minutes I built a small tool for a salon. The problem was simple. A customer sends an enquiry, the owner is busy, and the reply comes late. By then the customer has often gone somewhere else. So I built three parts that work together. First,
The OnePassApps Stylesheet: 403 Custom Properties, Container Queries and Forced Colours
I work on OnePassApps, the team behind app.onepassapps.com. This post is a byte-level read of the stylesheet the live site actually serves - the one file every page on the site is painted with. No design documents and no memory: a plain HTTPS GET of the home page, then of the stylesheet that page li
Are We Better Developers with AI?
A question for developers 👇 Are we becoming better developers, or just better at prompting AI? AI can generate code in seconds, explain complex concepts, and help us solve problems. But here's something I've been thinking about: If AI writes most of your code, are you really improving as a developer
Software
My issues with the launchpad products pushed me to build a better one...
Over the past few days, I’ve been exploring several product launch platforms. I wanted to get my newly built product in front of people, so naturally, I started looking at platforms like Product Hunt and other directories where indie developers launch and promote their products. But the more platfor
How to store agent states across restarts?
Adam Lewis framed the practical problem in a dev.to comment on 30 September 2026: "Where does the halfway state live when you close the terminal, is it in the message list or reconstructed from the repo each time it starts?" He then identified the difficult part: "saving the transcript is easy and t
How to Stop AI Agents From Running Up Your LLM Bill
Hard budgets per customer and per agent for OpenAI, Anthropic and Gemini, before the invoice arrives. Here is a scenario every team running AI agents eventually lives through. An agent gets stuck in a retry loop on a Friday night. It calls the model again, and again, each time with a slightly longer
Software
Building a boss-building battler for Android with Phaser
We're Boss Lab Studio, a small team, and we just released our first Android game: a boss-building battler. You assemble a boss from more than 60 modular parts, upgrade it, and then watch it auto-battle its way through 100 stages. There's also an asynchronous Arena PvP mode, where your build fights o
Software
GPT-6 Astra แก้ค่าน้ำหนัก AI แค่ 0.016% คะแนนคณิตกระโดด 6 เท่าได้อย่างไร?
โดย Nokka (นก-กา) | 4 พ.ย. 2026 ทีมวิจัยสี่คนจาก MIT CSAIL เผยแพร่งานเมื่อวันที่ 2 พฤศจิกายนที่ผ่านมา ด้วยชื่อที่อ่านแล้วสะดุด: Sparks of Weight-Space Programming [1] แก่นของงานคือการให้ GPT-6 Astra อ่านและเขียนค่าน้ำหนักของโครงข่ายประสาทเทียมโดยตรง โดยไม่ใช้การไล่ระดับสีและไม่มีการเทรนใหม่ [1] ถ้า
Your Agent Cited Pastebin: 5 Checks Before You Trust HostedWebSearchTool
Someone on the review call said "we're grounded now — we added web search." The recording then cited a random blog. Another run answered from memory while web_search still sat in the tool list. A third returned a green path with a Pastebin-shaped URL that nobody blocked. That is not RAG. RAG is retr
Canva lays off over 1,200 people amid slowing growth
Canva is cutting 22% of its staff as it faces its 'hardest year' yet.
I Tried Amazon’s New Kindles. Buy This Accessory Instead (2026)
If you already have a compatible e-reader, the $35 Kindle Click could be all the upgrade you need.
Best Wireless Earbuds I’d Buy Right Now (2026): Apple, Beats, Bose, and More
I tested over a hundred options—my top picks from Apple, Bose, and Beats stood out from the rest.
New Jersey’s New Ebike Law Is Causing Chaos
Since early 2026, the law has required electric bike owners to get licenses—and in some cases, insurance—to ride. It has left many stranded and confused.
What’s the Difference Between an Ebike and an E-Moto?
Riders and lawmakers often don’t know the difference, and retailers sometimes muddy the waters on purpose. Here’s how to buy the micromobility vehicle you actually want.
Chernobyl’s Dogs May Be Evolving, but Scientists Don’t Know Why
A new study found evidence of natural selection in the dogs of Chernobyl, but it’s still unclear what drove these genetic differences and what evolutionary advantages they may provide.
Rungle
Turn your running photos and clips into share-ready Reels Discussion | Link
50% Off DoorDash Promo Code | November 2026
Explore today’s top DoorDash promo codes for $25 off your first order, free delivery, and 50% off DashPass for students and select users.