Articles

Long form articles with all the detail you need for the topics you truly care about.

From Chat to Agentic AI
AI AgentsAgentic AI

From Chat to Agentic AI: Why the Paradigm Shift Changes Everything

Chat was the right default for 2023. It won't be for 2026. Here's the architectural and UX case for why agentic AI systems are replacing chat wrappers, and what that means for companies building AI products today.

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10 min read
Developer working intensely at a hackathon with multiple screens showing code and time pressure
HackathonsProduct Development

What Placing 17th in a Hackathon Taught Me About Winning

Four critical lessons learned from a solo hackathon run where everything went wrong—and how to avoid making the same mistakes next time.

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12 min read
Diagram illustrating the difference between rule-based adaptive UI and AI-generated dynamic interfaces
UI DesignArtificial Intelligence

Why Adaptive UI Isn't Truly Adaptive: The Case for AI-Generated Interfaces

Traditional adaptive UIs rely on predetermined rules and developer assumptions. Discover why AI-generated interfaces represent a fundamental paradigm shift in how we think about user experience design.

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11 min read
Split-screen demonstration of adaptive UI testing system showing instant context switching between user scenarios
HackathonsProduct Development

Build the Demo First: Why Infrastructure Beats Features in Hackathons

Why investing your first hours in demonstration infrastructure instead of product features leads to faster iteration, better testing, and stronger hackathon outcomes.

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11 min read
AI hackathon participants collaborating on innovative projects at Bucerius Law School Hamburg
AI HackathonsDeveloper Events

AI Hackathons 2026: Complete Guide to Competing and Winning

Everything you need to know about preparing for, competing in, and winning AI hackathons in 2026—from technical preparation to team strategy and presentation tactics.

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14 min read
Hamburg future founders presenting innovative startup ideas at Impossible Founders cohort finale
Startup EcosystemHamburg Tech

What Makes a Future Founder? Lessons from Hamburg's Impossible

From rare earth recycling to AI-powered mobility aids, discover the innovative mindset driving Hamburg's next generation of startup founders and what separates impactful ideas from the rest.

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11 min read
Hamburg Media School AI Ambassador Program announcement highlighting the corporate AI training gap
AI TrainingCorporate Education

Why Only 20% of Professionals Get AI Training (And What to Do About It)

Despite AI dominating 2025, only one-fifth of working professionals have received proper AI training. Here's how structured AI education programs are bridging the corporate skills gap.

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9 min read
Colorized and restored vintage wedding photograph showing the transformation from faded black and white to vibrant color
AI TechnologyPhoto Restoration

Bringing Grandparents Back to Life: The AI Photo Restoration Revolution

How AI-powered photo restoration and colorization technology transforms faded family memories into vibrant, animated keepsakes that reconnect generations with their heritage.

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9 min read
Visual diagram showing the four layers of Claude Code customization: rules, skills, subagents, and MCPs
Claude CodeAI Development

Claude Code Customization: When to Use Rules, Skills, Subagents, and MCPs

A practical guide to Claude Code's four customization layers. Learn when to use rules for persistent context, skills for repeatable workflows, subagents for complex autonomous tasks, and MCPs for external integrations.

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19 min read
Comparison of generic versus distinctive app design systems showcasing unique visual identities
Design SystemsUI/UX

How to Make Your App Un-Lovable: Breaking Free from Generic Design

Learn why distinctive design systems matter and how to create visually unique applications that stand out from the crowd of identical-looking products.

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12 min read
Visual representation of design principles and AI-generated aesthetics in modern product development
Design SystemsAI Development

Why Design is Everything in the AI Coding Era

As AI coding tools commoditize development, thoughtful design becomes the critical differentiator between generic products and market leaders.

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10 min read
TypeScript-based AI SDKs transforming modern development workflows and challenging Python's traditional dominance
TypeScriptAI Development

Why TypeScript-Based AI SDKs Are Reshaping Development in 2026

TypeScript AI frameworks are challenging Python's dominance as developers prioritize unified tech stacks. Discover why frameworks like Mastra are gaining traction and how to choose the right SDK for your AI applications.

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11 min read
Evaluating AI development platforms: framework for assessing vendor lock-in, pricing transparency, and technical flexibility
AI DevelopmentVendor Lock-In

How to Evaluate AI Development Platforms Without Vendor Lock-In

AI-powered development platforms promise rapid prototyping, but hidden vendor lock-in and opaque pricing can trap your project. Learn how to evaluate platforms like Lovable, v0.dev, and others using a systematic framework that protects your flexibility while maintaining development speed.

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13 min read
Visual guide showing 6 user acquisition strategies for getting your first 100 users
Vibe CodingUser Acquisition

How I Got My First 100 Users: A Vibe Coding Growth Story

Discover 6 user acquisition strategies tested in the real world. Learn which tactics worked, which failed, and how Vibe Coding methodology accelerates early-stage growth for indie hackers and startup founders.

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12 min read
How to Make Claude Code Lovable
Vibe CodingClaude Code

How to Make Claude Code Create Beautiful Websites

Learn the exact two-file design system that transforms Claude Code from producing plain websites to creating beautiful, Lovable-quality designs. Includes specific configuration requirements and styling principles.

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7 min read
Building a SaaS product with Lovable: lessons learned about rapid prototyping and technical trade-offs
Vibe CodingLovable

How I Built a Fully SaaS Product in Just 25 Days and with €175 - and Why I Regret Building with Lovable

I built a fully functional SaaS product in 25 days with just €175 using Lovable. The speed was incredible, but the React architecture without proper server-side rendering created critical limitations. Here's what I learned about choosing the right tech stack for Vibe Coding projects.

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8 min read