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A generated video still needs a receipt and a stopped runtime
Web Application Ideas
DEV Community

A generated video still needs a receipt and a stopped runtime

The five-second video existed, but the embedded UI had not caught up. Its completion message and receipt field did not update, and its exit button remained disabled. This happened in a private prototype running Wan2.2 TI2V-5B on an L4 in Google Colab. The useful result was more specific than “the tool worked”: generation, receipt, and runtime release each had separate evidence. The trial generated one silent clip of a paper boat moving across water. It used Python 3.12.13, fixed dependencies, an

2h agoRenga
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My First Post
Web Application Ideas
DEV Community

My First Post

Hey DEV Community! 👋 I'm Shamil TP — A Developer Who Loves Building Things Hello everyone! 👋 I'm Shamil TP, a developer from Kerala, India, and a first-year MCA student at St. Joseph's College (Autonomous), Devagiri. I enjoy exploring technology, building projects, solving problems, and figuring out how things work behind the scenes. For me, programming isn't just about writing code — it's about turning ideas into something real. And this is my first post on DEV! 🚀 💻 What I Work With I'm int

2h agoShamil TP
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Customer research on Reddit with an AI agent: pull full comment threads through MCP
Web Application Ideas
DEV Community

Customer research on Reddit with an AI agent: pull full comment threads through MCP

If you have ever tried to answer "what do people complain about in our category?" by reading Reddit, you know the useful part is rarely the post. It is the comment thread underneath, three or four levels deep, where someone explains why they returned the product and five people reply with what they bought instead. This post walks through how to get those threads into an AI agent as structured data, using MCP for chat clients and a plain REST API for scripts. I work on ProLevelMax, the data sourc

2h agoToph A
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A team name is an identity, a recovery code and a display label, and the only thing we validate is the length
Web Application Ideas
DEV Community

A team name is an identity, a recovery code and a display label, and the only thing we validate is the length

Nobody signs in to play a quiz at PubTrivia. Players scan the code on their table, a web page opens, they type a name, and they are in. No account, no app, no email. A hundred strangers in a pub, zero credentials between them. Which means the name they type is doing three unrelated jobs at once, and I did not notice that until the third one bit. export function validatePlayerName( name: string, ): { valid: true } | { valid: false; error: 'invalid_name' } { const trimmed = name.trim() if (trimmed

2h agoDaniel Pertu
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From Service Account to Root: What CVE-2026-102490 Actually Buys an Attacker
Web Application Ideas
DEV Community

From Service Account to Root: What CVE-2026-102490 Actually Buys an Attacker

From Service Account to Root: What CVE-2026-102490 Actually Buys an Attacker Vulnerability overview Much of the Zammad discussion focuses on the first stage. CVE-2026-102489 provides session hijacking and remote code execution as the zammad user, needing no privileges and only some passive user interaction. CVE-2026-102490 is the step that matters afterwards: local privilege escalation from that service account to root. Individually scored 8.5 on CVSS 4.0, the pair is rated 9.4, Critical, and bo

2h agojeffrey
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Four of our twelve guide pages have an h1 their title tag could not afford
Web Application Ideas
DEV Community

Four of our twelve guide pages have an h1 their title tag could not afford

CogniPrep has two guide clusters built on one metadata type: the interview guides under /interview/ and the assessment centre guides under /assessment-centre-practice/ . Twelve pages, one GuideMeta, and four of its fields are names for the same page. export interface GuideMeta { slug: string; /** Short label for breadcrumbs and sibling pills. */ label: string; /** Page , also used as the hub card title. */ h1: string; /** * The , before the root layout appends ' | CogniPrep' (12 characters). * K

2h agoDaniel Pertu
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From API to MCP to Skills: Making AI Integrations Easier for Everyone
Web Application Ideas
DEV Community

From API to MCP to Skills: Making AI Integrations Easier for Everyone

AI tools are becoming increasingly capable, but there's still a gap between what AI can do and what most people can actually use. A developer might connect an API to a database, build a workflow with several services, and automate a task that previously took hours. An experienced AI user might configure an MCP server or install an agent skill to give an AI assistant access to additional capabilities. But what about someone who simply wants to summarize a YouTube video, extract insights from a po

2h agoCiciSee
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WSUS Not Downloading Updates: A Read-First Sync, Content Folder, BITS, Proxy, and TLS Triage
Web Application Ideas
DEV Community

WSUS Not Downloading Updates: A Read-First Sync, Content Folder, BITS, Proxy, and TLS Triage

Helpdesk: "Patch Tuesday was Tuesday. It's Friday, and the WSUS console still says 47 updates are needing files. The Windows 11 cumulative update is approved for the Pilot group, and the pilot PCs sit at 'Downloading - 0%'. Last night's synchronization shows Failed, and the Synchronizations page doesn't say why. A forum thread says to stop WSUS, delete the WsusContent folder, run wsusutil reset, and reinstall the role if that doesn't work. Can we do that before tonight's change window?" Not yet.

2h agoAdminPackStudio
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Six lines guard every ?next= in our app, and the case people miss is a backslash
Web Application Ideas
DEV Community

Six lines guard every ?next= in our app, and the case people miss is a backslash

Two places in Munchable read a destination out of a query string. The OAuth callback: // GET /auth/callback?code=...&next=/... const next = safeReturnPath(searchParams.get('next'), '/'); if (code) { const { error } = await supabase.auth.exchangeCodeForSession(code); if (!error) return NextResponse.redirect(new URL(next, origin)); } And the sign-in page, where a page that needs a session sends you with ?next=/that/page and expects you back: const DEFAULT_NEXT = '/continue'; setNext(safeReturnPath

2h agoDaniel Pertu
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Document don't create: how founders actually do it
Web Application Ideas
DEV Community

Document don't create: how founders actually do it

document don't create is the idea that you should share what you are actually doing, as you do it, instead of trying to invent content about it. you are not making an advert or a lesson. you are keeping a record of the work, out loud, and letting people watch it happen. for a founder that means the decisions, the problems and the small wins of building the thing, told while they are still in motion. the phrase comes from Gary Vaynerchuk, who has argued for years that most people freeze when told

2h agounderway
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A link that takes two seconds needs its own pending state, and next/link finally reports one
Web Application Ideas
DEV Community

A link that takes two seconds needs its own pending state, and next/link finally reports one

A plain in the App Router gives the user nothing to look at between the click and the next screen. On a fast route nobody notices. On a route whose layout has to authenticate you and load your account first, the click looks dead for a second or two, and the honest user response to a dead click is to click again. The usual answer is loading.tsx, and it does not cover this gap. A loading file only renders once the routing boundary it belongs to has been reached, which means after the target segmen

2h agoDaniel Pertu
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What If AI Coding Agents Could Predict a Bad Code Change Before Making It?
Web Application Ideas
DEV Community

What If AI Coding Agents Could Predict a Bad Code Change Before Making It?

AI coding agents usually follow this loop: Make a change → Run tests → Fix errors → Try again. But what if the first change was a bad idea from the start? The agent may spend minutes or hours editing files and fixing errors, only to discover that another approach would have been much safer. I wanted to help AI agents predict the impact of a code change before they start editing. That is why I built Preflight. GitHub: https://github.com/VigneshPA-30/preflight Imagine an AI agent wants to rename a

2h agoVignesh P A
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Business Consulting
Forbes Business

Blue Jays Castoff Joins Division Rival Immediate After Season Ends

The Toronto Blue Jays received an update on a five-year member of the organization who has returned with an American League East rival.

3h agoPeter Chawaga, Contributor
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Barbara Corcoran Just Shared the Best Advice She’d Give Her Younger Self
Business Consulting
Inc.

Barbara Corcoran Just Shared the Best Advice She’d Give Her Younger Self

“Bet on yourself,” the Shark Tank star advises.

3h agoMinda Zetlin
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Business Consulting
Forbes Business

The Challenges Facing Former Soccer Players-Turned-Pundits

Former teammates Landon Donovan and Eddie Johnson are involved in a public feud. The dispute began when Donovan said Americans love to overhype young players.

4h agoClemente Lisi, Contributor
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Building SaaS Products as an Indie Hacker: What I’m Working On
Web Application Ideas
DEV Community

Building SaaS Products as an Indie Hacker: What I’m Working On

Hey DEV community! 👋 I’m an indie hacker from the Czech Republic, building my own SaaS products and learning along the way. Instead of just coming up with ideas, I enjoy turning them into working products, experimenting with new technologies, and figuring out what actually makes a product useful to real people. Here are three projects I’m currently working on: 🧠 Assetli — a personal finance platform that helps people keep track of their finances, investments, assets, and financial goals. I’m a

4h agoOndrej
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I'm learning Python right now, do you have any tips?
Web Application Ideas
DEV Community

I'm learning Python right now, do you have any tips?

Hey everyone! I am Star! I'm currently learning Python, and honestly, it's been an exciting journey so far! 💻🚀 There's so much to learn, from understanding the basics to writing actual code and building projects. Sometimes I wonder if I'm following the right path or if there are better ways to improve my skills. 😅 So, I thought I'd ask this amazing community for some advice! 🙌 💡 If you've been learning Python for a while or you're already working as a developer, I'd love to hear your though

4h agoStar
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Hand Off Intent, Not Authority
Web Application Ideas
DEV Community

Hand Off Intent, Not Authority

Moving a user from one application host to another often looks harmless. A button opens a browser, the user continues, and the original client waits for them to return. Architecturally, that is not merely navigation. It is a trust-boundary decision. This becomes especially important when one user experience runs across several .NET hosts: perhaps an ASP.NET Core site, a Blazor WebAssembly client, and a .NET MAUI hybrid app. The shared components may look identical, but the hosts do not own the s

4h agoIvan Rossouw
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TiffinTally: a WhatsApp-to-prep-sheet tool for tiffin cooks, and an honest look at its evals
Web Application Ideas
DEV Community

TiffinTally: a WhatsApp-to-prep-sheet tool for tiffin cooks, and an honest look at its evals

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 2, theme: Side Hustle. Home tiffin cooks take orders on WhatsApp, usually late in the evening, in Hinglish: "Kal lunch 2, dinner skip." I ran those three through the shipped rules (heuristic_extract, sender Ravi) on 17 October 2026. The first is a lunch of 2 and a dinner cancel. The second is one dinner with both no onion and no garlic. The third does not name a meal, so it is held for review (unscoped_decrement) instead o

4h agoVedant Mahajan
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Fortnite no Linux com Easy Anti‑Cheat 7: Instalação e Dicas de FPS
Web Application Ideas
DEV Community

Fortnite no Linux com Easy Anti‑Cheat 7: Instalação e Dicas de FPS

Fortnite no Linux com Easy Anti‑Cheat 7.0: instalação, desempenho e dicas práticas Introdução Fortnite chegou ao Linux com anti‑cheat nativo, e isso já está mudando a forma como jogamos no nosso desktop. Se você já tentou rodar o jogo via Wine ou Proton e acabou frustrado com bans e lag, este guia mostra como instalar o cliente oficial, garantir o melhor FPS e deixar o anti‑cheat rodando em segurança. Fim das gambiarras – Depois de anos usando contornos, a Epic lançou um cliente Linux com Easy A

4h agoLeoJulieta
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English pages, editorial placement and separately measured non-Linux unique viewers
PlacementPreviewPageSectionUnique viewersTraffic rank
321Approved banner pendingMaintain human oversight of high-impact systems

Original definition: Ensure responsible humans can review, override, repair, or stop systems that risk serious harm.

Apps
AppsViewers: UnavailableRank: Unavailable
322Approved banner pendingAssess AI risks throughout the lifecycle

Original definition: Identify, document, mitigate, monitor, and revisit risks from design through retirement.

Apps
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323Approved banner pendingProtect information integrity

Original definition: Reduce deceptive synthetic content, impersonation, provenance loss, and manipulation of public knowledge.

Apps
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324Approved banner pendingBuild robust and secure AI systems

Original definition: Design systems to function safely under normal use, foreseeable misuse, and adverse conditions.

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325Approved banner pendingEnsure traceability of datasets and decisions

Original definition: Maintain records of data, processes, changes, and responsibilities sufficient for investigation and accountability.

Apps
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326Approved banner pendingShare AI benefits inclusively

Original definition: Develop and deploy AI so its benefits contribute to broadly shared well-being and sustainable development.

Apps
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327Approved banner pendingPrevent trafficking in persons

Original definition: Use coordinated legal, educational, social, and economic measures to prevent exploitation and trafficking.

Apps
AppsViewers: UnavailableRank: Unavailable
328Approved banner pendingProtect trafficking victims from revictimization

Original definition: Provide safety, assistance, privacy, and procedures that do not repeat coercion or trauma.

Apps
AppsViewers: UnavailableRank: Unavailable
329Approved banner pendingTreat trafficked persons as victims rather than offenders

Original definition: Do not punish people for unlawful acts that were a direct consequence of being trafficked.

Apps
AppsViewers: UnavailableRank: Unavailable
330Approved banner pendingReduce demand that fuels exploitation

Original definition: Address commercial and social practices that create markets for trafficking and forced exploitation.

Apps
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331Approved banner pendingRespect human vulnerability

Original definition: Give special protection to persons and groups whose vulnerability increases the risk of exploitation or harm.

Apps
AppsViewers: UnavailableRank: Unavailable
332Approved banner pendingShare the benefits of scientific progress

Original definition: Promote fair access to health, scientific knowledge, and beneficial technologies.

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333Approved banner pendingProtect future persons in biomedical decisions

Original definition: Consider foreseeable effects of biomedical choices on future generations.

Apps
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334Approved banner pendingProtect genetic privacy

Original definition: Safeguard genetic information from unauthorized disclosure, discrimination, and misuse.

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335Approved banner pendingDo not reduce persons to genetic characteristics

Original definition: Treat the human genome as relevant information without defining the whole dignity or identity of a person.

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336Approved banner pendingRequire independent ethics review

Original definition: Submit consequential biomedical research to competent, independent, and pluralistic ethical review.

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337Approved banner pendingProtect persons unable to consent

Original definition: Use heightened safeguards and permit interventions only under strict ethical and legal conditions.

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338Approved banner pendingRespect cultural diversity without excusing harm

Original definition: Recognize cultural pluralism while maintaining fundamental human dignity and rights.

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339Approved banner pendingDeclare and manage public conflicts of interest

Original definition: Require public officials to disclose and manage interests that may compromise impartial service.

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340Approved banner pendingProtect persons who report corruption

Original definition: Provide safe channels and protection against retaliation for good-faith reporting.

Apps
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