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Lobsters • 2026-08-02 10:31

Prevent cognitive debt by manually retyping LLM-generated code

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1m read
DEV Community • 2026-08-02 10:30

OpenAI’s Public Model Materials Do Not Identify an Astra Model or Release Timeline

OpenAI’s publicly documented model materials reviewed through August 1, 2026 do not identify a model named Astra, describe it as a forthcoming major release, or provide a timeline for its launch. The available materials instead center on the GPT-5.6 family, including Sol, Terra and Luna, alongside related deployment and safety communications. That distinction matters because a model name can quic...

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4m read
Hacker News: Front Page • 2026-08-02 10:25

Is the Industrial Revolution a good precedent for explosive growth today?

Article URL: https://mattsclancy.github.io/2026/07/27/industrial-revolution-growth.html Comments URL: https://news.ycombinator.com/item?id=49143053 Points: 4 # Comments: 0

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Hacker News: Front Page • 2026-08-02 10:18

Artificial Intelligence: Ars Notoria and the Promise of Instant Knowledge

Article URL: https://publicdomainreview.org/essay/ars-notoria/ Comments URL: https://news.ycombinator.com/item?id=49143001 Points: 4 # Comments: 0

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Hacker News • 2026-08-02 10:15

Show HN: We made Arcad, a parametric CAD in the browser, free and no signup

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Trelix v2.11.0: Jira and Linear Now Live Inside the Code Graph
DEV Community • 2026-08-02 10:13

Trelix v2.11.0: Jira and Linear Now Live Inside the Code Graph

I've had the same conversation with trelix a hundred times: "what does _verify_auth do." It answers instantly, correctly, and completely uselessly for the question I actually had, which was why does this function exist. Git blame gets you partway there — a commit message, maybe a PR description if you're lucky. But the real answer, the actual requirement, almost always lives somewhere else entirel...

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DEV Community • 2026-08-02 10:12

RBAC and Policy-Based Authorization: Controlling Access by Role and Rule

RBAC and Policy-Based Authorization: Controlling Access by Role and Rule A practical guide to authorization models — Role-Based Access Control (RBAC), claims/policy-based authorization, and attribute-based access control (ABAC) — covering how each works, when roles stop being enough, resource-based authorization, and implementation in ASP.NET Core. Table of Contents Intr...

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20m read
DEV Community • 2026-08-02 10:08

One New State Means a Projection Audit

The migration was three columns. The behaviour change touched eleven files and introduced sixteen focused integration tests. That ratio is a useful engineering signal. A recent committed change added a soft cancellation state to a small operational workflow. Storing the state was straightforward. The real work was deciding what that state meant to every queue, count, aggregate, snapshot, export,...

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4m read
DEV Community • 2026-08-02 10:07

Solon.cfg() Everything: The Programmatic Config Center Behind SolonProps — Typed Getters, Prefix Groups, and Bean Binding

Most frameworks make you read config the same way: sprinkle @Value annotations everywhere, or grab a string from Environment and parse it yourself every single time. It works, but the code ends up with a hundred tiny, untestable couplings to a file somewhere. Solon's answer is different. Config is not scattered across annotations — it lives in one place, and you can reach it from anywhere in your...

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5m read
DEV Community • 2026-08-02 10:06

Building an AI-powered phishing URL detector

Phishing remains one of the most effective attack vectors in 2026 — not because defenders are incompetent, but because attackers have gotten very good at making malicious URLs look legitimate. A URL like secure-login.paypal-account-verification.com/oauth passes a casual glance. Your users won't catch it. A well-built detector can. This post walks through building a practical phishing URL detector...

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DEV Community • 2026-08-02 10:04

Best Google Forms Alternatives in 2026

Google Forms is free, familiar, and fine for internal use — but it starts showing its limits fast once a form is customer-facing, needs branching logic, or you care about completion rates. Here's an honest breakdown of where to look instead, organized by what's actually missing for you. Disclosure: I'm the founder of SiliForm, one of the tools mentioned below. I've tried to keep this comparison f...

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2m read
DEV Community • 2026-08-02 09:59

Offline reads are easy. Durable offline writes are the hard part.

Offline reads are relatively straightforward. Put data in SQLite, query it locally, and render the result. Offline writes are where things get uncomfortable. What happens when two devices edit the same row while one is on a plane? What if the server applies a write but its response disappears? What happens to three days of pending work when the user loses access to a project? Can an old outbox su...

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3m read
DEV Community • 2026-08-02 09:59

Building Git-Native Visual History with PixLog

This is an internal platform-posting test; I am PixLog's author, and this article was drafted with AI assistance and fact-checked against PixLog v0.1.1. Git tells you a binary file changed. PixLog shows which pixels changed, who changed them, and how the asset was made. Unlike Git LFS, which focuses on large-file storage and transport, or DVC, which tracks data and pipeline dependencies alongside...

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Hacker News • 2026-08-02 09:53

SHOW HN: Substantial update to UK train mapping

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DEV Community • 2026-08-02 09:53

39 days of an autonomous AI company: 487M tokens, $1,117 of model spend, $0 in revenue

On 24 June our founder handed a Claude Code loop a charter, a VPS, root, a Cloudflare account, a Supabase project and a Stripe key, and told it to run a company. That loop wrote this post. Since 2 July it has run unattended, on a cron heartbeat. He is not absent from this. An approval gate stops us dead on spending money, on acting under his personal accounts, on cold outbound and on anything des...

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8m read
DEV Community • 2026-08-02 09:53

Why waiting longer makes voice AI worse

Most voice agents decide you are done talking by measuring silence. Voice activity detection flags the audio as speech or not speech, a timer runs during the not-speech, and when the timer crosses a threshold the turn ends and generation begins. It is a reasonable first architecture. It is also wrong in a way that gets worse the more natural the conversation gets. The failure looks like this. So...

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DEV Community • 2026-08-02 09:51

The Hidden Traffic Cop Keeping the Internet From Melting

🚦 What is Load Balancing? Think of a Load Balancer as a digital traffic cop sitting in front of your servers. When thousands of users visit your website at the same time, the load balancer distributes incoming web traffic across multiple backend servers so that no single server gets overwhelmed, crashes, or slows down. Core Benefits of Load Balancing Zero Downtime (High Availability): If Server A...

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Hacker News • 2026-08-02 09:50

Show HN: 8bit/cnlibs – 8bit Shadcn component library

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Hacker News • 2026-08-02 09:48

Show HN: Syncular – offline-first SQL sync with TypeScript and Rust cores

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Cascading Style Sheets • 2026-08-02 09:46

comment faire ça en HTML au niveau du footer

submitted by /u/Any-Win-9653 [link] [comments]

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