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

人人都是产品经理
人人都是产品经理
W
WeLiveSecurity
Recorded Future
Recorded Future
P
Privacy & Cybersecurity Law Blog
V
Vulnerabilities – Threatpost
C
Cybersecurity and Infrastructure Security Agency CISA
G
GRAHAM CLULEY
S
Securelist
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
小众软件
小众软件
The Hacker News
The Hacker News
The Cloudflare Blog
D
Darknet – Hacking Tools, Hacker News & Cyber Security
V
V2EX
C
Cisco Blogs
Cisco Talos Blog
Cisco Talos Blog
腾讯CDC
Recent Announcements
Recent Announcements
Jina AI
Jina AI
K
Kaspersky official blog
The GitHub Blog
The GitHub Blog
云风的 BLOG
云风的 BLOG
酷 壳 – CoolShell
酷 壳 – CoolShell
GbyAI
GbyAI
F
Fortinet All Blogs
T
ThreatConnect
S
Schneier on Security
罗磊的独立博客
Y
Y Combinator Blog
C
Check Point Blog
T
The Exploit Database - CXSecurity.com
宝玉的分享
宝玉的分享
aimingoo的专栏
aimingoo的专栏
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
I
Intezer
F
Full Disclosure
T
Troy Hunt's Blog
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
WordPress大学
WordPress大学
Application and Cybersecurity Blog
Application and Cybersecurity Blog
V
V2EX - 技术
C
Comments on: Blog
T
Tenable Blog
Project Zero
Project Zero
H
Help Net Security
A
Arctic Wolf
Google DeepMind News
Google DeepMind News
NISL@THU
NISL@THU
博客园 - 【当耐特】
F
Fox-IT International blog

DEV Community

Beyond the Hype: How Google I/O 2026 Secretly Democratized Production-Ready AI Agents with Managed Sandboxes. Stop Describing Your Bugs — Just Screenshot Them # I Built an AI Website Builder and Here's What Actually Happened Cooking an AI Campaign in 5 Minutes with Google Cloud AI APIs Your PM Retrospectives Are Lying to You How I Built a Free, Self-Hosted Pipeline That Auto-Generates Faceless YouTube Shorts TypeScript 54 to 58: The Features That Actually Matter in 2026 How to Tailor Your CV to Any Job Posting in 2026 95. Fine-Tuning LLMs: Make a General Model Do Your Specific Job What Is a Frontend Developer Roadmap and Why You Need One Google shipped three Gemini "Flash" models. Picking the wrong one could 6 your AI bill Building an MCP server so Claude can query my SaaS analytics directly Google I/O 2026 and the Rise of the AI Ecosystem Your Docker Builds Are Slow Because You're Doing It Wrong (And I Built a Tool to Prove It) How do you verify GitHub contributions without trusting self-reported skills? CV vs Resume: What's the Difference and Which Do You Need? student Devs: Build AI Agents & Compete for $55K in Prizes 🚀 How to Write a Cover Letter That Actually Gets You Interviews Battle-Tested: What Getting Hacked Taught Me About Web & Cyber Security Unda folders za kuandika code >> mkdir src >> cd src >> mkdir controllers database routes services utils >> cd .. Directory: C:\Users\mwaki\microfinance-system Mode LastWriteTime Length Name Code Coverage .NET AI slop debt" is technical debt on fast forward. Nobody's ready. Multi-Head Latent Attention (MLA) Memoria - A Local AI Reading Companion Powered by Gemma 4 Stop Trusting Your Accuracy Score: A Practical Guide to Evaluating Logistic Regression Models Serious Question: Is the Developer Job Actually in Risk Due to AI? published: true tags: #discuss #career #ai #help rav2d: We ported an AV2 video decoder from C to Rust — here's why Your New Domain's First Week of GA4 Is a Lie: 4 Days of Raw Data from a Launch Gemma Guide - Real-Time Spatial Awareness for Blind Users From YAML to AI Agents: Building Smarter DevOps Pipelines with MCP A Field Guide to Human–AI Relations (For the Newly Bewildered Mortal) The AI Agent That Learns While It Works — A Complete Guide to Hermes Agent Inviting collaborators to work on ArchScope ArchScope is an interactive web-based tool that lets you design, visualize, and test system architectures with real-time performance simulations. Github - ArchScope is an interactive web-based tool that lets you Gemma 4: Google's Open-Weight AI Is a Game Changer for Developers Confessions of a Git Beginner: Why the Terminal Stopped Scaring Me Docker 容器化实战:从零到生产部署 🚀 I Built a Full Stack Miro Clone with Real-Time Collaboration using Next.js Building an African Economic Data Pipeline with Python, DuckDB & World Bank API llms.txt vs robots.txt vs ai.txt: The Developer's Cheat Sheet Intigriti Challenge 0526 Writeup Business Logic Flaws: How Attackers Skip Steps in Your App to Get What They Should Never Have Why Vibe Coders Need Boilerplates to Save Time, Tokens, and Build More Secure SaaS Projects Idle Cloud Cost Is the New Egress Cost Quark's Outlines: Python Traceback Objects Ghost in the Stack (Part 1): Why uninitialized variables remember old data Building a High-Performance Local Chess Assistant Extension with WebAssembly Stockfish and Manifest V3 Breaking the Trade-off Between Self-Custody and Intelligent Automation on the Stellar Network I Open-Sourced a Practical Fullstack Interview Preparation Repository (React + Node + System Design) 🚀 How I Started Coding as a Student (Beginner-Friendly Guide) WordPress vs. Ghost: Why Automated Bot Attacks Are Making us think much I tested 4 AI agent-governance tools against an open spec - here's the matrix zkML Inference Proof: What the Receipt Proves, and What the Model Still Does Not I Scored 1000/1000 on AWS Certified AI Practitioner (AIF-C01) Here's Every Resource I Used Go - Struct and Interface Handling JSON Requests in Go Storing Kamal secrets in AWS Secrets Manager and deploying to a cheap Hetzner VPS How I Caught and Fixed an N+1 Query in My Django REST API I got tired of paying $10/month to remove image backgrounds – so I built it for free How to Start Coding as a Student: A Complete Beginner’s Guide 🚀 Storing Kamal secrets in AWS Secrets Manager and deploying to a cheap Hetzner VPS What Are Buffers? Build AI Agents with Hot Dev The Client Onboarding Checklist That Prevents 90% of Project Problems Scalable Treasure Hunts Are a Myth, But We Almost Made One Gemini 3.5 Flash Has a 1M Token Context Window. Here's What You Can Actually Build With It. I built a ultra-polished developer portfolio template using React & Tailwind v4 (with zero-JSX configuration) Gemini CLI Is Dead. Here's the Better Thing That Replaced It Post-quantum cryptography for embedded and IoT: secure boot, TLS and OTA Understanding Optimistic Preloading in Modern Applications Nobody Wants to Read Your Code (And You Don't Want to Read Theirs) A clothing pairing app E2B vs E4B vs 31B Dense: The Practical Guide to Choosing the Right Gemma 4 Model I built an AI app store screenshot generator because Figma made me cry — looking for brutal feedback Hello DEV Community — My Developer Journey Begins Adaptable apps on ChromeOS: a post-mortem The WordPress Paradox: Why It’s Here to Stay (and How to Stop Ruining It) I built a local voice AI that can change to 9 different personalities! UXRay: I Built an AI That Roasts Your UI Like a Senior Designer Would Wyrly DI: Type-safe Dependency Injection for Modern TypeScript The contract is the interface: agent-driven Steampipe Stave in one command Gemma 4's Hidden Superpower: Why Built-in Thinking Tokens Change Everything for Evaluation Tasks ⚡ WordPress Performance: The Real Truth They Don't Tell You A Mobile App Usually Needs an Admin System First Customer Portals Should Remove Repeated Admin Work Episode 4: The Time Loop (Layers & Caching) I Built ContextForge with Gemma 4: A Project Memory Generator for Developers and AI Coding Agents Why shadow DOM beat iframe for inline tooltips HOW TO CREATE USER AND ASSIGN ROLES IN AZURE WITH ENTRA ID When AI Blackmail Goes Viral Episode 3: The Secret Scroll (The Dockerfile) Monte Carlo Simulation for Engineers: Turning Uncertainty Into Numbers The tokens-per-byte trap: character-level 'compression' adds tokens Nobody Reads Your Code Anymore Why I built a collection of 5 free, zero-signup career finance tools for solo builders 🚀 New React Challenge: Instant UI with useOptimistic Resolvendo a Alucinação da IA na Arquitetura de Software com Code Property Graphs e .NET 9 S1 — Clean Backtrace Crashes: How to Diagnose and Fix Them Cómo solucionar el bucle infinito en useEffect con objetos y arrays The Brutal Reality of Running Gemma 4 Locally I made Claude Code refuse to write code unless the ticket scores 80/100
Why AI writes software but doesn’t build a good product
Karsten Bied · 2026-05-23 · via DEV Community
Cover image for Why AI writes software but doesn’t build a good product

Karsten Biedermann

If you believe Death by Claude, Trello, Notion, and other tools are “already dead.” When I read that and realized that many people are declaring SaaS dead for reasons like these, I thought: Why should I prefer an ugly but functional solution that Claude Code or Claude Design can build for me in minutes to a tool that’s been developed over years and optimized in terms of UI and UX?

Whether we’ll still be using tools like Trello or Notion in 10 years depends heavily on how good AI becomes in the area that’s currently still in its infancy: user interface and user experience. Sure, Claude can already write clean code and generate real software within a few days. But would anyone actually want to use it? Frello is the best example: I’ve invested most of my time in precisely the areas where AI is practically useless. User interface and security.

Colors, typography, and the combination of both are the least of it, and simultaneously the first area where AI is naturally very weak. The heart of Frello, the task workflows, team communication, the detailed view of a task, AI could never have mastered. Never. Perhaps that will change someday, but currently: no chance. In this respect, Claude is like a friend or colleague whose opinion you ask, but on whose basis you would never make a fundamental decision.

There are certainly plenty of examples when it comes to security. Claude almost replaced my entire policy at Supabase once, making sensitive data available to all users — data that is normally restricted to certain groups. But that’s another story.

You surely understand the point I’m making. Will AI ever be able to write software that looks or functions really well? I’m not so sure. But we should probably ask ourselves: Do we want innovation in the future, or mass-produced products that all feel and function the same? Wouldn’t stagnation be something that just doesn’t suit us humans at all?

Hmmm.