惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
爱范儿
爱范儿
H
Help Net Security
Last Week in AI
Last Week in AI
The Cloudflare Blog
博客园 - 三生石上(FineUI控件)
小众软件
小众软件
IT之家
IT之家
aimingoo的专栏
aimingoo的专栏
大猫的无限游戏
大猫的无限游戏
Jina AI
Jina AI
Google DeepMind News
Google DeepMind News
B
Blog
C
Check Point Blog
T
Tailwind CSS Blog
云风的 BLOG
云风的 BLOG
D
Docker
Recent Announcements
Recent Announcements
Vercel News
Vercel News
博客园 - 聂微东
阮一峰的网络日志
阮一峰的网络日志
MyScale Blog
MyScale Blog
The GitHub Blog
The GitHub Blog
Stack Overflow Blog
Stack Overflow Blog
雷峰网
雷峰网
人人都是产品经理
人人都是产品经理
月光博客
月光博客
F
Fortinet All Blogs
Blog — PlanetScale
Blog — PlanetScale
B
Blog RSS Feed
The Register - Security
The Register - Security
V
Visual Studio Blog
F
Full Disclosure
Hugging Face - Blog
Hugging Face - Blog
T
Threat Research - Cisco Blogs
Latest news
Latest news
PCI Perspectives
PCI Perspectives
Cisco Talos Blog
Cisco Talos Blog
博客园 - Franky
D
DataBreaches.Net
A
Arctic Wolf
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
G
Google Developers Blog
P
Palo Alto Networks Blog
Engineering at Meta
Engineering at Meta
Microsoft Azure Blog
Microsoft Azure Blog
T
Tenable Blog
L
LINUX DO - 热门话题
Spread Privacy
Spread Privacy

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
Screening Opportunities
Tawanda Nyah · 2026-04-25 · via DEV Community

The way to get good ideas is to get lots of ideas and throw the bad ones away." — Linus Pauling.

In a world dominated by AI, coming up with ideas is no longer the greatest challenge (“Just prompt it,” they say). The real challenge lies in selecting the right ideas. And I know you’re probably thinking, “What is he on about? I can use AI for that too.”
Stop abusing AI and use your brain

Join me for a few minutes as I babble about a well-proven framework for idea screening.

Why Is It Important to Use a Proven Framework to Screen Ideas?

I know you’re probably asking yourself, “Why not just follow my gut?” Yeah, about that ... we could learn a thing or two from food. Food goes through your mouth, smells nice, follows your gut, and then comes out as sh*t.

What Is It We Are Talking About?

The process of screening opportunities is all about asking questions, and there are not many. All you have to do is ask these three questions:

  1. Is it REAL?
  2. Can we WIN?
  3. Is it WORTH IT?

Those three bad boys combined form a framework called the Real-Win-Worth (RWW). If we are to combine those three into a Venn diagram in the middle, there is a sweet spot, and that's what they call INNOVATION. Your idea needs to answer those three questions to become a great opportunity.

Credit MIT Sloan

By the way, I am not smart enough to come up with a framework like that, thanks to George Day.

The Breakdown

Now that we have the questions, let's go one by one, asking each question in detail.

Is it REAL?

The Real Dimension or the People Dimension. Here, you need to determine whether there are real people who can benefit from your so-called great idea. It could be you asking yourself: Would I really benefit from what I want to do? Is it really a problem that I should be solving?

In terms of business opportunities, you need to ask: Is the opportunity real? Does someone out there actually want this? Is there a market for it? How big is that market? Is there a genuine unmet need?

In summary, is there a customer with this problem who is willing to pay to solve it? If the REAL is not making real sense, stop being delulu and reflect right away.

Can we WIN?

The Technical Dimension or the Win Dimension. Here, you need to ask yourself whether you’ve got what it takes. At this stage, managing delusions has to be on another level. You need to honestly assess yourself and take a hard look at the competition. I appreciate my non-technical friends who always approach me with their crap APP ideas. Kudos for not being delulu.

From a business perspective, ask: Can we deliver? Do we have the necessary resources? Can we solve the problem in a technically feasible way? Do we truly believe we have a better solution? And can we build a real competitive advantage?

Is it WORTH IT?

The Business Dimension or the Worth Dimension. Here, you need to ask yourself whether you have the money to do it and, after putting your money into it, whether you’re going to get some money out of it.

From a business perspective, you’re looking at overall viability. Is it worth it? Is it financially viable? That means building a business around it that is both viable and sustainable.

Why Is It Important for Your Opportunity to Answer All Three Questions?

Your idea needs to be balanced across all three aspects. If it scores highly on all three, you may be onto something special. If it falls short in any one of them, you’ll eventually find out. In Japan, they call it a Chindogu.

Chindogu is the art of inventing ingenious yet "un-useless" gadgets designed to solve everyday problems, while actually creating more problems than they solve (Kenji Kawakami).

Have some time to take a look at the Chindogu website. There are examples of ideas that are weak in different dimensions that we have talked about.

Take a look at the following ideas, they are just incredible, aren't they? Truth is, nobody is ever paying for those kinds of solutions.

That’s it for today. Thank you for wasting your time. Let’s not get addicted to AI, alright?