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ScopeCheck: An Air-Gapped Scope Creep & Contract Auditor for Freelancers
Web Application Ideas
DEV Community

ScopeCheck: An Air-Gapped Scope Creep & Contract Auditor for Freelancers

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ScopeCheck is an offline, air-gapped auditor that evaluates client revision requests, late-stage change emails, and Statement of Work (SOW) terms without letting a single byte of client data leave your laptop. Almost every independent developer knows this exact message pattern near a milestone delivery: "The dashboard looks great! While you have the repo open, could you quickly wire up Stripe, user auth, and

2h agorazorbill
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One Request, Many Callers: Coalescing Duplicate fetch() Calls in JavaScript
Web Application Ideas
DEV Community

One Request, Many Callers: Coalescing Duplicate fetch() Calls in JavaScript

Open the network tab of almost any single-page app and you'll find it: the same /api/me request fired three, five, sometimes ten times within a few milliseconds. The header wants the current user, so does the sidebar, the avatar, and the settings link. Every component calls fetch() independently, and none of them knows the others asked. On the server, the same thing happens when a cache entry expires and a hundred concurrent requests all miss it at once and hit the database together. That's the

2h agoZain Alsaadi
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Snaplist: A Local AI Listing Writer for Etsy & eBay Sellers (Gemma 3 + Ollama)
Web Application Ideas
DEV Community

Snaplist: A Local AI Listing Writer for Etsy & eBay Sellers (Gemma 3 + Ollama)

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Snaplist is a listing writer for solo sellers on Etsy and eBay. You drop in a few photos of an item, pick a marketplace and a tone, add any facts the photos can't show (condition, size, backstory), and it drafts a title, a description, and up to 13 search tags. Every word is editable before you copy it out. Who would pay for it? Anyone who lists secondhand or small-batch items and keeps rewriting the same kin

2h agoAnsh Raj
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Your Logs Are an API: Testing Python Logging with pytest's caplog
Web Application Ideas
DEV Community

Your Logs Are an API: Testing Python Logging with pytest's caplog

At 3 a.m., during an incident, your logs are the only interface you have to production. Dashboards, alerts, and log queries all depend on them: an alert fires on level=ERROR, a saved search filters on order_id, a compliance check makes sure no password ever reaches the log pipeline. That makes your log output an API. Other systems depend on its shape, yet most codebases never test it. Someone downgrades an error to a warning, renames order_id to orderId, or adds a debug line that dumps a whole r

2h agoZain Alsaadi
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BLUF Meaning: Examples for ML Engineers and Data Scientists
Web Application Ideas
DEV Community

BLUF Meaning: Examples for ML Engineers and Data Scientists

Originally published on khadim.tech. In short: BLUF stands for bottom line up front. The first sentence of a message says what you need or what you concluded, and everything after it supports that sentence. In ML work, that means opening with the decision, the date or the business impact, and keeping metrics like ROC-AUC, the debugging story and tool names for later, or for the engineers who ask. Below are before-and-after examples for a production rollback, a delayed project, a GPU budget reque

2h agoKhadim Hussain
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How to Build an LMS with Live Classes in Next.js
Web Application Ideas
DEV Community

How to Build an LMS with Live Classes in Next.js

Originally published on the Aniq UI blog. By the end of this guide you will know how to build an online course platform with recorded lessons, live classes, quizzes, certificates and paid checkout, using Next.js, NestJS and the Learnio LMS template from Aniq UI. You will not have to build a student site, an admin panel and an API separately. We follow one example school from its first plan to launch. Each step names the screen or setting involved, and the commands come straight from the template

2h agoAniq UI
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I Built a Private AI Bookkeeper for Freelancers — Without Depending on a Proprietary AI API
Web Application Ideas
DEV Community

I Built a Private AI Bookkeeper for Freelancers — Without Depending on a Proprietary AI API

tags: devchallenge, hf26challenge, ai, opensource This is a submission for the "Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle" (https://dev.to/challenges/hacktoberfest-week2-2026-10-12). Your Invoices Are Nobody Else’s Business: Building a Local-First AI Bookkeeper Imagine finishing a month of freelance work, opening a folder full of invoices and receipts, and realizing that your next task is to manually organize every single document. Extract the vendor name. Find the invoice date.

2h agoFiza Naaz
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How to Build a SaaS Admin Panel With an AI Assistant in Next.js
Web Application Ideas
DEV Community

How to Build a SaaS Admin Panel With an AI Assistant in Next.js

Originally published on the Aniq UI blog. By the end of this guide you will have an internal admin panel with an AI assistant running on your computer and ready for a server. It is a Next.js dashboard with its own API behind it, and you build it from the Aniq UI Admin Dashboard Template 2 instead of starting from an empty folder. The steps work for a SaaS admin panel, a back office for a small company, or any internal tool where a team needs lists, roles and a way to ask questions about their ow

2h agoAniq UI
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How to Build an Online Store with an Admin Panel in Next.js
Web Application Ideas
DEV Community

How to Build an Online Store with an Admin Panel in Next.js

Originally published on the Aniq UI blog. By the end of this guide you will know how to build an online store with an admin panel, using Next.js, NestJS and the e-commerce template from Aniq UI. You will have a storefront, an order desk for your team, and an API that holds the catalogue, customers and orders. We follow one example shop from its first plan to launch day. Each step names the screen or setting involved and uses the exact commands and file paths from the documentation. The same path

2h agoAniq UI
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5 things that broke while building paid Discord & Telegram access with Stripe and Supabase
Web Application Ideas
DEV Community

5 things that broke while building paid Discord & Telegram access with Stripe and Supabase

I'm building Kordhub, a tool that lets creators sell access to their Discord server or Telegram group. Someone pays with Stripe, the bot gives them a role. They cancel, the role is removed. Sounds simple. Here are 5 things that broke while testing it with real payments. When a member cancels from the Stripe customer portal, Stripe fires two customer.subscription.updated events almost at the same time (the second one carries the cancellation survey answer). Both read the old state before either w

2h agoDavid | Kordhub
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Workers AI and AI Gateway: using AI on Cloudflare without scattering API keys
Web Application Ideas
DEV Community

Workers AI and AI Gateway: using AI on Cloudflare without scattering API keys

If you run several small projects, API keys tend to pile up: one per provider, copied into env files, CI secrets and old branches. Every copy is one more place a key can leak. One way out is to keep inference inside Cloudflare. Workers AI runs models from a Worker binding, so there's no external key in the code at all, and AI Gateway sits in front of external providers so the provider key lives in one place, with caching, rate limits and logs on top. I wrote up how I set this up across my projec

2h agoKevin Bkt
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AI League-Coach
Web Application Ideas
DEV Community

AI League-Coach

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle League Coach is a stats-driven coach for League of Legends. You give it match stats (CS, deaths, vision, KDA, win/loss per game). It compares them to role benchmarks, finds your biggest gaps, and a local LLM turns them into a short coaching plan: your biggest problem, three drills for your next five games, and one thing you do well. Who would pay: ranked grinders stuck in a rank who can't afford human coachin

2h agosarvesh Linux
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Business Consulting
Forbes Business

Why Disney's Flying Car Was Grounded

In the past few days, Elon Musk has taken the world by storm with a levitating Tesla Roadster. However, Disney pulled off a similar feat in a theme park eight years ago.

2h agoCaroline Reid, Senior Contributor
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Business Consulting
Forbes Business

Betty McGuire, ‘Growing Pains’ And ‘Up In Smoke’ Actress, Dies At 100

Betty McGuire, a stage and screen actress who starred in a recurring role as the mother of Joanna Kerns’ character on the hit ABC sitcom "Growing Pains," dies.

3h agoTim Lammers, Contributor
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Business Consulting
Forbes Business

CBS Reporter Apologizes For Post About Abdul El-Sayed: ‘It Was A Violation Of CBS News Standards’

The CBS News journalist has deleted her tweet, which commented on a back-and-forth exchange between El-Sayed and a man who pressed the candidate on Muslim terrorists.

3h agoMark Joyella, Senior Contributor
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Tiny Brutalism – Thanks to HN it's on Steam
Web Application Ideas
Hacker News

Tiny Brutalism – Thanks to HN it's on Steam

Article URL: https://store.steampowered.com/app/5426130/Tiny_Brutalism/ Comments URL: https://news.ycombinator.com/item?id=50144144 Points: 29 # Comments: 3

3h agoMatiErnst
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Web Application Ideas
Hacker News

Free Pascal compiler now supports dynamic packages

Article URL: https://www.getlazarus.org/dynamic/ Comments URL: https://news.ycombinator.com/item?id=50144066 Points: 45 # Comments: 11

3h agosysrpl
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Florida's HOAs and condo associations are making the housing crisis worse
Web Application Ideas
Hacker News

Florida's HOAs and condo associations are making the housing crisis worse

Article URL: https://hoaspy.com/hoa/fl/florida-hoa-housing-crisis.html Comments URL: https://news.ycombinator.com/item?id=50144005 Points: 111 # Comments: 175

4h agolovewins
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A woman was arrested in Philly for blocking a delivery robot
AI Transformation
The Verge AI

A woman was arrested in Philly for blocking a delivery robot

Carolyn Marvin was arrested and charged with disorderly conduct after blocking the path of an Uber delivery robot and refusing to get out of the way. Marvin told Philadelphia's ABC13 "I know they're taking the jobs of human delivery workers and so, I have been protesting them whenever I saw them by standing in front of them and preventing them from going forward." Police responded to the scene and asked Marvin to move out of the robot's way. When she refused, they placed her in cuffs and arreste

4h agoTerrence O’Brien
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PalmOS Lemmings
Web Application Ideas
Hacker News

PalmOS Lemmings

Article URL: https://github.com/ardiri/palmos-lemmings Comments URL: https://news.ycombinator.com/item?id=50143536 Points: 46 # Comments: 9

4h agomemalign
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1402 matching pages · Page 27 of 71

English pages, editorial placement and separately measured non-Linux unique viewers
PlacementPreviewPageSectionUnique viewersTraffic rank
521Approved banner pendingDo not place a stumbling block before another

Original definition: Do not exploit another person's ignorance, vulnerability, impairment, or predictable weakness.

Apps
AppsViewers: UnavailableRank: Unavailable
522Approved banner pendingProvide humane rest to workers and animals

Original definition: Protect recurring rest from relentless production and include dependent workers and animals in that protection.

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523Approved banner pendingRespect Earth and life in all its diversity

Original definition: Recognize the inherent value of living beings, species, ecosystems, and the interdependent community of life.

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524Approved banner pendingCare for the community of life with compassion

Original definition: Exercise human power with understanding, restraint, compassion, and responsibility toward people and other life.

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525Approved banner pendingProtect and restore ecological integrity

Original definition: Conserve and restore ecosystems, biodiversity, soils, waters, atmosphere, and natural processes that sustain life.

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AppsViewers: UnavailableRank: Unavailable
526Approved banner pendingPrevent environmental harm before it occurs

Original definition: Prioritize prevention, precaution, and careful assessment over remediation after serious ecological damage.

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527Approved banner pendingInternalize environmental and social costs

Original definition: Require decision-makers and producers to bear the real ecological and social costs of their activities.

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528Approved banner pendingAdopt sustainable patterns of production and consumption

Original definition: Reduce waste, overconsumption, pollution, and resource depletion while supporting dignified human well-being.

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529Approved banner pendingGuarantee access to environmental information

Original definition: Provide timely and understandable information needed for public participation in environmental decisions.

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530Approved banner pendingTreat all living beings with respect and consideration

Original definition: Avoid cruelty and unnecessary harm to animals and recognize the moral significance of nonhuman life.

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531Approved banner pendingRespect Indigenous self-determination

Original definition: Recognize Indigenous peoples' authority to determine their political status and pursue their own development.

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532Approved banner pendingObtain free, prior, and informed consent

Original definition: Seek genuine, timely, informed, and noncoercive consent before measures or projects significantly affect Indigenous peoples.

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533Approved banner pendingProtect Indigenous lands, territories, and resources

Original definition: Respect Indigenous relationships to traditionally owned, occupied, used, or acquired lands, waters, and resources.

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534Approved banner pendingProtect Indigenous cultural and spiritual practices

Original definition: Safeguard ceremonies, sacred sites, traditions, institutions, and spiritual relationships from suppression or desecration.

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535Approved banner pendingProtect Indigenous languages and knowledge

Original definition: Support the transmission, revitalization, control, and responsible use of Indigenous languages and traditional knowledge.

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536Approved banner pendingDo not forcibly assimilate Indigenous peoples

Original definition: Reject policies intended to erase Indigenous identity, culture, institutions, language, or collective existence.

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537Approved banner pendingProvide redress for dispossession and cultural harm

Original definition: Offer fair restitution, compensation, restoration, or other effective remedies for wrongful taking or destruction.

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538Approved banner pendingInclude Indigenous peoples in decisions affecting them

Original definition: Use representative institutions and good-faith consultation in laws, policies, research, and development affecting Indigenous communities.

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539Approved banner pendingProtect Indigenous children from forced removal

Original definition: Do not separate Indigenous children from their families or communities through discriminatory or assimilationist policies.

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540Approved banner pendingRespect Indigenous control of cultural heritage

Original definition: Recognize Indigenous authority concerning cultural objects, human remains, genetic resources, traditional knowledge, and cultural expression.

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