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

爱范儿
爱范儿
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
罗磊的独立博客
大猫的无限游戏
大猫的无限游戏
人人都是产品经理
人人都是产品经理
博客园 - 司徒正美
Apple Machine Learning Research
Apple Machine Learning Research
Microsoft Security Blog
Microsoft Security Blog
IT之家
IT之家
M
MIT News - Artificial intelligence
S
SegmentFault 最新的问题
H
Hackread – Cybersecurity News, Data Breaches, AI and More
AI
AI
I
InfoQ
博客园_首页
T
Threatpost
Know Your Adversary
Know Your Adversary
T
Tenable Blog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
NISL@THU
NISL@THU
V
Vulnerabilities – Threatpost
The Hacker News
The Hacker News
N
News and Events Feed by Topic
O
OpenAI News
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
TaoSecurity Blog
TaoSecurity Blog
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Spread Privacy
Spread Privacy
W
WeLiveSecurity
Hacker News - Newest:
Hacker News - Newest: "LLM"
K
Kaspersky official blog
www.infosecurity-magazine.com
www.infosecurity-magazine.com
T
Troy Hunt's Blog
Help Net Security
Help Net Security
Hacker News: Ask HN
Hacker News: Ask HN
C
CERT Recently Published Vulnerability Notes
H
Heimdal Security Blog
A
About on SuperTechFans
The Last Watchdog
The Last Watchdog
腾讯CDC
Jina AI
Jina AI
Schneier on Security
Schneier on Security
T
Threat Research - Cisco Blogs
Security Latest
Security Latest
Recorded Future
Recorded Future
量子位
有赞技术团队
有赞技术团队
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org

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
Same Prompt, Four AI Tools, One Cricket Banner: ChatGPT Won the Image, Grok Won the Video, and Claude Built a Website Again
arun rajkumar · 2026-06-16 · via DEV Community

TL;DR — A few weeks ago I tested four AI tools on a build job: a website for my son's cricket academy. This time the job had nothing to do with code. The coach just wanted a banner he could post. Same four tools, totally different result. ChatGPT made the best image, Grok made the best video, Gemini wouldn't make anything, and Claude tried to solve a graphics problem by writing HTML.

If you read the last post, you've met my son's cricket coach. He runs MMCA — Maverick Master's Cricket Academy. Started in 2020, based in Bengaluru, genuinely good with the kids.

The website is live now and parents have started messaging him on WhatsApp. So last weekend he came back with the next thing he needed, which is the thing every small academy actually runs on:

"Can you make me a weekend batch banner? Something I can post in the parent groups."

Now, this is a completely different job from the last one. That first experiment was design and development — agents writing real code, running tests, deploying to Cloudflare. This one is just graphics. No repo, no deploy, nobody reviewing a pull request. Just: here's my logo, here's a sample I like, make me something I'd be happy to send out.

So I figured I'd run the same four tools again and see what happened. Same brief, same logo, everything on the default model with no special settings: ChatGPT, Claude, Gemini, Grok.

Here's roughly what I typed, the way a normal client would brief you:

Similar to this banner, make one for MMCA Academy (since 2020, logo attached). Weekend batch Sat 4:30—7, Sun 7—9:30pm. Add a small phrase like the sample. Be creative, keep it simple, but don't copy the sample exactly.

The whole test really came down to one instruction: be creative, but don't copy. Whatever each tool did with that told me everything.

Round 1: the static banner

ChatGPT got it on the first go. "WEEKEND BATCH. TRAIN. PLAY. GROW." Logo top-left, the "Since 2020" bit kept, timings in clean little cards, an enrol number, three badges across the bottom for coaching, skill, discipline. It clearly understood this was a flyer a coach would hand out at a school gate, and that's exactly what it gave me.

Then I asked for one more version — smaller logo, add a human hero this time — and it came back with "DREAM. PRACTICE. PERFORM." and a photoreal batsman walking out under stadium lights. Looked like a film poster. Two prompts, two banners I'd genuinely use, no arguing with it.

Claude is the one that made me laugh. I asked for a banner. It told me it would "create the MMCA banner as an HTML file you can download," ran six commands, and gave me a dark navy web page. "TRAIN HARDER. Play Smarter. Win Together," with Saturday/Sunday cards and a Register button. And to be fair it looked nice — same eye for design that won me over on the website build.

But it's not a banner. It's a landing section. You can't drop a <div> into a WhatsApp group and call it a poster.

That's the part worth sitting with. The tool I actually shipped the website with, the one with the best taste when the medium is code, defaulted straight back to code the moment I asked for graphics. It's wired to build. Ask it to build something and it's brilliant. Ask it to draw something and it quietly turns your design job back into an engineering one.

Grok at least made an actual image, which already put it ahead of half the field. Problem was it threw everything at the wall — three overlapping player photos, mismatched fonts, text everywhere, faded cricketers bleeding through the background. The exact opposite of "keep it simple." It knew what a banner was. It just didn't know when to stop.

Gemini gave me three attempts and three different ways of saying it couldn't quite generate that. The image guardrails kept tripping over what was, I'll remind you, a children's cricket flyer. I gave up after the third try. For a test that's purely about making graphics, a tool that won't make graphics doesn't really place.

Round 1 goes to ChatGPT, and it's not close. Two prompts, two finished banners, on brand, logo respected, the restraint Grok didn't have and an actual image Gemini wouldn't produce.

Round 2: make it move

Static was only half of what I was curious about. The real 2026 question is whether I can turn a flat banner into a short clip with a voiceover. So I took the good banner and gave two tools a single line: "make this banner live."

Grok nailed it. One prompt, six seconds. The banner came alive — the batsman moving, the paint-splash colours animating in, the timings resolving on screen — and over the top, a clean Indian-accented voiceover reading the academy out. "Where practice meets purpose." Honestly it looked like something an agency would charge ₹15,000 for.

One caveat, and it's the CTO in me talking: check the details. The phone number that showed up in the video wasn't the one I'd put in the source banner. Motion tools will happily rewrite text you wanted left alone, so you proof it before it goes out. Gorgeous result, but you don't post it blind.

Gemini, the same tool that wouldn't make me a still image, decided it would make me a video. Ten seconds of abstract paint-splash motion, a "WEEKEND BATCH" title card, a voiceover — but disconnected from the actual banner, and the on-screen text kept breaking apart and reflowing into gibberish. The idea was there, the execution wasn't. A trailer for a banner that never got made.

Round 2 goes to Grok. For motion plus voice off a single prompt, nothing else came close.

The scorecard

Tool Static banner Live video Read the brief?
ChatGPT Won it in 2 prompts Yes, with restraint
Grok Cluttered, no restraint Won it, voice + motion Half — strong on motion
Gemini No output, guardrails Out of context, broken text No
Claude Built an HTML page Wrong medium, nice taste

Image goes to ChatGPT. Video goes to Grok.

What changed from the coding test, and what didn't

Last time, on a development job, Claude was the tool I actually wanted to keep working with. The taste that made its website the nicest in that lineup is the same taste that made its HTML "banner" pleasant to look at here. None of that's a knock — it was just answering a question I hadn't asked. Point a code-native model at a design brief and it reaches for the thing it's best at.

Switch the job from build to draw and the whole ranking flips. A few things I'm taking away:

The best coding agent isn't automatically the best graphics agent. Obvious once you say it out loud, easy to forget when your whole team has standardised on one tool. The model that shipped my website couldn't make me a poster.

Guardrails are a product decision you feel as a user. Gemini turned down a kids' cricket flyer three times and then made a broken video of it. Whatever the safety reasoning, what I experienced was a tool that wouldn't do the simplest creative thing I needed.

And "done" beats "impressive." ChatGPT's banners weren't the flashiest pixels I've ever seen. They were finished, and I could post them in two prompts. Grok's video was the flashiest thing in the whole test and still needed me to catch a wrong phone number. For graphics, I'll take the tool that hands me something I can ship today over the one that wows me in the demo.

So I'm not picking a winner overall. I'm picking one per medium. ChatGPT makes the still, Grok makes it move. That's the actual workflow now — not one model to rule them all, just the right one for the thing in front of you.

The coach got his banner. Two of them, really, plus a video. Cost me a handful of prompts and one careful read-through.

Last time the lesson was that taste decided a coding job. Turns out taste decides a graphics job too. It just lives in different tools.

Which one are you reaching for when the job is graphics and not code? And has your favourite coding agent ever quietly tried to turn a design task back into a dev task on you? Curious to hear it.

AI #DesignTools #BuildInPublic #GenAI #Startup