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Elements & Ideas.

Product thinking, engineering craft, and observations from building at the frontier of AI.

How AI Agents see the Web
Community

How AI Agents see the Web

AI agents fail on web pages because screenshots, DOM dumps, and selectors all break after a deploy. Here's what agents need to target elements reliably.

Dwayne SamuelsDwayne Samuels·
Your team does not have a communication problem, they have a targeting problem
Community

Your team does not have a communication problem, they have a targeting problem

Most handoff failures are not communication problems. They are targeting problems. Learn why screenshots fail and what actually produces precise element references.

Dwayne SamuelsDwayne Samuels·
The most expensive question in your Slack is "which element?"
Community

The most expensive question in your Slack is "which element?"

The "which element?" question hides $8,100 in annual salary burn across a 10-client agency. A breakdown of where the time goes, free fixes, and when tooling is justified.

Dwayne SamuelsDwayne Samuels·
Context Engineering Just Made Our Typescript Vibe Coding Workflow Actually Predictable
Engineering

Context Engineering Just Made Our Typescript Vibe Coding Workflow Actually Predictable

Your TypeScript vibe coding workflow just got context engineering superpowers. Ready to stop explaining your codebase every chat session?

Dwayne SamuelsDwayne Samuels·
The AI Agent Economy Is Coming Whether You're Ready Or Not

The AI Agent Economy Is Coming Whether You're Ready Or Not

OpenAI just dropped models that coordinate across tools while everyone's distracted by benchmarks. The agent economy isn't some far-off future, it's being built right now. Industry leaders will orchestrate AI teams while dinosaurs keep hiring humans. Buckle up.

Dwayne SamuelsDwayne Samuels·
Claude Task Master Just Fixed Our Vibe Coding Workflow, Here's What Happened

Claude Task Master Just Fixed Our Vibe Coding Workflow, Here's What Happened

How we boosted productivity using AI-driven task management, by Claude Task Master, to build a powerful web scraper with the Firecrawl SDK

Dwayne SamuelsDwayne Samuels·
The AI Agent Enterprise Revolution: Building the Missing Context Layer
Community

The AI Agent Enterprise Revolution: Building the Missing Context Layer

When the CEO of Box tweets that "AI Agents are the big topic for enterprises right now," we should all take notice. The momentum is building, but so is the awareness of the critical challenges ahead.

Dwayne SamuelsDwayne Samuels·
Click Without Triggering: Engineering a Zero-Interference Element Selector
Engineering

Click Without Triggering: Engineering a Zero-Interference Element Selector

Learn how to build a professional DOM element inspector for Chrome extensions. Step-by-step guide to create non-intrusive element selection, prevent default behaviors, and implement smooth highlighting. Includes production-ready code examples.

Dwayne SamuelsDwayne Samuels·
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