Morning.dev

DEV Community • 2026-08-09 16:20

Nvidia Is Buying the Part of AI Nobody Can pip install

Nvidia is reportedly putting up to $3 billion into Lancium, a Texas power-infrastructure developer tied to the Stargate data-center project. The reported structure is simple enough. An initial $2 billion buys roughly 20% of Lancium. Another $1 billion may follow if grid-connection milestones are hit. That last clause is the useful part. The AI industry has spent two years talking as if the bottl...

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5m read

Hacker News: Front Page • 2026-08-09 16:18

An OpenAI Strategist Says AI Labs Should Rival Government Power

Article URL: https://ai-updates.net/an-openai-strategist-says-ai-labs-should-rival-government-power/ Comments URL: https://news.ycombinator.com/item?id=49232778 Points: 4 # Comments: 2

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DEV Community • 2026-08-09 16:15

Predictive AI in Action: Engineering a Real-Time Dashboard for Canadian Fleet Optimization

After completing Codeboxx's AI for Developers certification, I engineered a full-stack operations platform for Rocket Elevators that monitors 45,000+ elevators across Canada in real-time. This case study walks through how I integrated predictive risk scoring, multi-agent NLP, and real-time data pipelines into a production system. You'll learn about the architecture decisions, the tech stack (Go, ...

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1m read

DEV Community • 2026-08-09 16:13

The median MCP server costs 3,150 tokens before your agent calls anything

Every MCP server you connect sends its full tool list to the model before the model does anything. You pay for that list on every single turn, whether the agent uses one of those tools or none of them. I had a rough sense this was expensive. I did not have a number. So I went and measured it. The method The MCP directory I maintain has about 10,500 servers with a remote HTTP endpoint....

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6m read

DEV Community • 2026-08-09 16:08

CARGO: Rust's Package Manager (Think npm or pip)

Building a CARGO Project In the last article we learnt how we create a new CARGO project using the cargo new command in the command line. Now it’s time to build that project. We will have a main.rs in the /src folder that was created when we executed the cargo new command. It contains code for basic ‘Hello, World!’ program that we build in the last article. Let us use that as a base for...

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3m read

DEV Community • 2026-08-09 16:08

The default axis-lock finally has an off switch

You built a map. Or a canvas, or a wide diagram — anything scrollable on both axes. The user drags at a rough 45 degrees and the view slides sideways. Or straight down. Never diagonally. Somewhere between the touchpad and the viewport, the browser decided you meant one axis and latched onto it. That behaviour has a name: scroll axis locking, sometimes just "railing". Until now you had no CSS hand...

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HackerNoon • 2026-08-09 16:05

The HackerNoon Newsletter: AI’s Water Problem Is Smaller Than You Think (8/9/2026)

8/9/2026: Top 5 stories on the HackerNoon homepage!

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Cascading Style Sheets • 2026-08-09 16:00

My first project of html and css!

submitted by /u/AstroCoding12354 [link] [comments]

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DEV Community • 2026-08-09 15:55

I built a small one-time secret sharing app with AdonisJS 6

Hi. I made a small open source project called OTI. It is a simple way to share a message or a small .txt file through a link that can be opened once. I started it to learn more about AdonisJS 6 and browser encryption. I also wanted to leave a small useful project for other developers. The message is encrypted in the browser. The server only stores encrypted data. The private key stays in the lin...

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1m read

DEV Community • 2026-08-09 15:55

Voice-to-code 100 % local : Whisper + Claude Code, zéro octet au cloud

Coder à la voix avec ChatGPT, ça marche. Le hic tient en une ligne : chaque mot que tu dictes part chez OpenAI. Depuis le 23 juillet 2026, Codex se pilote à la voix — il ouvre une pull request, cherche l'origine d'un bug, tout ça dans une phrase. Pratique pour un side-project. Rédhibitoire quand le code appartient à un client. On voulait le même confort sans la fuite. Le résultat est un pipeline ...

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6m read

Hacker News: Front Page • 2026-08-09 15:55

Tech sucks: You have to vote with your wallet, or nothing will change

Article URL: https://82mhz.net/posts/2026/08/tech-sucks-you-have-to-vote-with-your-wallet-or-nothing-will-change/ Comments URL: https://news.ycombinator.com/item?id=49232570 Points: 23 # Comments: 8

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Hacker News: Front Page • 2026-08-09 15:53

UnYOLO: Agent credential broker and policy engine for your GitHub account

Article URL: https://unyolo.io/ Comments URL: https://news.ycombinator.com/item?id=49232548 Points: 3 # Comments: 0

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DEV Community • 2026-08-09 15:50

Best-of-N is prepaid retries: the cost math of racing parallel attempts

Originally published on Loop & Retry — field notes on building LLM agents that survive production. Here's the pitch for best-of-N: instead of trying once and retrying on failure, fire off N attempts at the same task simultaneously and keep whichever one finishes first (or scores highest). You've turned a serial wait into a parallel one, so your tail latency drops — no more waiting through how...

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6m read

DEV Community • 2026-08-09 15:45

OpenAI’s Plan Puts Affordable, Accountable AI Access at the Center of Its Strategy

OpenAI has set out a multi-year strategy that places broad access to AI alongside safety and governance, rather than treating access as a downstream result of technical progress. In its June 8, 2026 plan, the company says it wants AI to be abundant, affordable, safe, useful, and easy to use across individuals, businesses, and governments. The significance is not a newly announced model or price ch...

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6m read

DEV Community • 2026-08-09 15:45

Trace Any TypeScript Agent Framework With Adapters

TypeScript teams rarely standardize on one AI framework forever. One service may use Vercel AI SDK, another LangChain.js, another OpenAI Agents SDK, and a mature system may call provider clients directly. Those implementations expose different callback, telemetry, and streaming surfaces. Observability becomes expensive when every dashboard, test rule, and CI report understands each framework inde...

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DEV Community • 2026-08-09 15:45

Episode 3: Setting Up a Managed PostgreSQL Database on Azure & Connecting Your Express API

In Episode 1, we hosted an Express API on Azure App Service, and in Episode 2, we deployed a React frontend to Azure Static Web Apps. Now, we will connect our full-stack application to a managed, production-ready relational database: Azure Database for PostgreSQL Flexible Server. In this guide, we will provision a PostgreSQL instance, configure its firewall rules, secure connection credentials us...

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Hacker News • 2026-08-09 15:44

Show HN: TokenSpend, the AI ROI Solution

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DEV Community • 2026-08-09 15:43

EdgeAI Forge: Building a Local-First Physical AI Architecture for Autonomous Industrial Pipelines

EdgeAI Forge: Building a Local-First Physical AI Architecture for Autonomous Industrial Pipelines AI is moving beyond chat. In industrial automation, the useful question is not only whether a model can answer an engineering question, but whether an AI system can help plan, generate, test, benchmark, review, deploy, and improve software that operates close to machines. That is the idea ...

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Hacker News • 2026-08-09 15:38

Show HN: Repro, disposable Docker env for GitHub issues(pip install repro-cli)

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DEV Community • 2026-08-09 15:38

Why Your Login Response Time Is a Security Leak

You did everything right. Your login endpoint returns a generic "invalid credentials" for both a wrong password and a nonexistent email. No information leaked — right? Not quite. There's a channel most of us never think to close: how long the response took to come back. The leak, made concrete Here's roughly what a "correct-looking" login handler does: const user = await db.findUse...

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