🌍 Dev.to

ทำเว็บธุรกิจ Local Service ด้วย Astro ให้โหลดเร็วและ SEO ดีขึ้น

ทำเว็บธุรกิจ Local Service ด้วย Astro ให้โหลดเร็วและ SEO ดีขึ้น เว็บธุรกิจบริการท้องถิ่น เช่น ร้านซ่อมคอม ร้านรับซื้อสินค้า IT ร้านซ่อมมือถือ ร้านกล้องมือสอง หรือเว็บบริการเฉพาะพื้นที่ มักมีปัญหาคล้ายกันคือมีหลายหน้า หลายหมวดหมู่ หลายพื้นที่ และต้องการให้แต่ละหน้าชัดเจนพอสำหรับทั้งผู้ใช้และ search engine ถ้าทำแบบเดิมด้วย CMS ทั่วไป บางครั้งเว็บจะเริ่มหนักขึ้นเมื่อมีจำนวนหน้ามากขึ้น เช่น หน้า service, หน้า area, หน้า blog, หน้า case study และหน้า product category จำนวนมาก Astro เป็นตัวเ...
🌍 Dev.to

Building a Scalable AWS Application Architecture: From EC2 to Load Balancer and Auto Scaling

Introduction**** In modern cloud environments, deploying an application on a single server is rarely enough. As user traffic increases, applications need to handle higher loads, maintain availability, and recover from failures automatically. In my previous blog, I discussed how Terraform and CI/CD pipelines help automate AWS infrastructure deployment. In this article, we will take the next step and explore how to design a scalable and highly available AWS application architecture using: ...
🌍 Dev.to

The Audit Tax: Why Your Agent Made You Slower

Originally published in Temrel , a weekly newsletter on agentic engineering. You ask an agent to code an update. It takes about 90 seconds to produce the PR. You then spend the next 90 minutes reading it line by line to see if you trust it. You might, whisper it, be shipping code even slower than you were before. Agent-based development velocity is borrowed time, re-invoiced with interest at review time. The agent writes the PR in seconds; you pay for that speed in the time it takes to d...
🌍 Dev.to

EU Cyber Resilience Act: What AI Developers Need to Know for CRA Compliance

Hey developers! Ever heard of the EU Cyber Resilience Act (CRA) ? If you're building AI applications or agents that might hit the European market, this is something you absolutely need to pay attention to. It's not just another piece of legal jargon; it's a game-changer for how we approach security in AI. Here's the deal: if your AI product has digital elements and is available in the EU, the CRA applies to you. And while the full provisions kick in by December 2027, a crucial part, vulne...
The Art of Code Archaeology
🌍 Dev.to

The Art of Code Archaeology

Imagine getting dropped into a massive, unfamiliar city at midnight, handed a wrench, and told to fix a specific water pipe. No map, no street signs, and the water is gushing at full pressure. That is exactly what it feels like to run git clone on a legacy repository. Instead of clean, textbook architecture, you are met with a digital excavation site: ghost folders, custom abstractions, and a utils directory that looks like an absolute junk drawer. Trying to brute force your way throug...
🌍 Dev.to

AI can fake anything that sounds right. It cannot fake a number you can go check yourself.

The internet is filling up with fluent, plausible, generic text faster than anyone can read it. The cost of producing something that sounds right has gone to roughly zero. So "sounds right" is no longer a signal of anything. It used to be a rough proxy for effort. It is not anymore. The thing cheap generation still cannot fake is specificity that would cost you something if it were false. Slop never names the real number, the real failure, the embarrassing detail, because it was not produced ...
🎲 Help Wanted: LudoBot - A Full-Featured Telegram Ludo Game Bot
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🎲 Help Wanted: LudoBot - A Full-Featured Telegram Ludo Game Bot

We need developers! Your contributions can make this bot even better! 🎯 Overview LudoBot is an open-source Telegram bot that brings the classic Ludo board game to your chats! Built with Python and the Telegram Bot API, it supports real-time multiplayer matches, in-game chat, and a beautiful interactive interface. But we can't do it alone – we need your help! 🛠 Technologies Used Python 3.11+ – Core language python-telegram-bot – Telegr...
🌍 Dev.to

The API Is the Governance Boundary

Everyone is talking about AI governance. Most discussions focus on the model. Better prompts. Better alignment. Better guardrails. Human oversight. These discussions assume that governance is something we build into AI itself. I think the architecture suggests a different answer. AI Operates in a Different Kind of Work AI is most valuable where there is no single correct answer. Design. Research. Architecture. Root cause analysis. Code revi...
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Copilot Just Billed $750 for What Cost $29, Gemini Now Reads Your Gmail, and AI Funded a $1B Retraining Push — AI News Jun 30

Three moves. Same companies. Your inbox, your IDE, your next job. ① Google Gemini now reads your Gmail and Calendar overnight An agent called Gemini Spark runs while you sleep, pulling emails, meetings, and tasks into a single morning card delivered to your inbox. Instead of opening 47 unread emails, you wake up to one brief with what actually matters today. Available to Google AI Plus, Pro, and Ultra subscribers in the US. This is proactive ambient AI — not a chatbot you query, but an...
HackerNews

One million passports leaked online

https://web.archive.org/web/20260617075233/https://www.theve... https://archive.ph/n2HnK Comments URL: https://news.ycombinator.com/item?id=48706389 Points: 301 # Comments: 187
HackerNews

Linux for the Sega MegaDrive

https://hackaday.com/2026/06/29/its-linux-on-a-sega-megadriv... Comments URL: https://news.ycombinator.com/item?id=48720186 Points: 131 # Comments: 15
HackerNews

Antares Achieves Criticality of Mark-0 Reactor

Article URL: https://antaresindustries.com/updates/antares-achieves-criticality Comments URL: https://news.ycombinator.com/item?id=48730246 Points: 34 # Comments: 16
HackerNews

The US ambassador had Belgian police stop our reporting

Article URL: https://europeancorrespondent.com/en/r/the-us-ambassador-had-belgian-police-stop-our-reporting Comments URL: https://news.ycombinator.com/item?id=48730608 Points: 6 # Comments: 0
HackerNews

Should every baby's DNA be sequenced?

Article URL: https://www.economist.com/science-and-technology/2026/06/29/should-every-babys-dna-be-sequenced Comments URL: https://news.ycombinator.com/item?id=48730922 Points: 12 # Comments: 14
🌍 TechCrunch

The AI jobs debate just got messier

A new report finds "high-intensity AI adopters” saw headcount increase 10.2%. Among those companies, entry-level headcount rose by 12%, countering the rhetoric that AI kills junior jobs.
🌍 Dev.to

"My AI Assistant Stopped Working the Moment I Closed the Chat"

A lot of AI assistants only feel helpful while the chat window is still open. You ask for something, watch it think, maybe answer one follow-up, and then you leave. That is the moment the illusion breaks. If the assistant cannot wake itself up later, run something in the background, and only come back to you when it actually needs you, it is not much of an assistant. It is just a chat box with good manners. That was one of the more practical lessons while building CliGate , my local...
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Someone Else Pays for Your AI Access

you probably didn't think about this when you signed up. you entered your card details, verified your phone number, maybe uploaded a government ID and took a selfie. friction. annoying. you moved on. somewhere in cambodia or kenya, someone did the same thing. except they weren't signing up for claude. they were being paid — under $30 — to complete a verification step on behalf of someone they'll never meet, for a service they'll never use, in a supply chain they don't fully understand. ...
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Aider — Pair Programming จริงจังกับ AI ใน Terminal

Aider — Pair Programming จริงจังกับ AI ใน Terminal ผมเชื่อในสองเรื่อง: Pair Programming — มีใครสักคนนั่งข้าง ๆ คอยถาม คอยทัก คอยเสนอไอเดีย — มันทำให้โค้ดออกมาดีกว่าเขียนคนเดียวเงียบ ๆ Atomic Commit — แต่ละ commit ควรทำเรื่องเดียว จบในตัว — git log อ่านแล้วรู้เรื่อง ไม่ใช่ commit เดียวยาว 500 บรรทัดที่แก้ทุกอย่างตั้งแต่ database schema ยัน CSS ปัญหาคือหาคนมานั่ง pair ด้วยตลอดเวลามันไม่ง่าย — และการจะรักษา atomic commit ให้สะอาดทุกครั้งก็ต้องใช้ความตั้งใจสูง Aider คือเ...