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THE BOUNDEV JOURNAL

The engineering
archive.

Earlier writing on software, hiring, and building AI. Articles retain their original URLs and publication dates; some historical offers and references are outdated.

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How to Build an AI Content Personalization Stack That Works

Brands with personalized content are 215% more likely to call their marketing strategy very effective. Here is the three-layer AI stack that makes personalization scalabl

9 min read

Adobe Firefly in Production: 3 Wins and 3 Limits

Adobe Firefly is in 6.5 billion generated images and counting. Two senior designers share where it genuinely saves time — and where it still needs a human to finish the j

9 min read

5 UI Patterns That Fix AI Prompting's Usability Failures

Half your users can't articulate what they want from an AI feature — and they'll churn before they learn. Five UI patterns that convert the blank-box problem into guided,

11 min read

Before You Build an AI Feature, Answer These 4 Questions

An AI feature without a specific problem will hallucinate. Without clean data it drifts. Without matched talent it breaks silently. Four questions every SaaS founder must

9 min read

AI Search Is Eating Your SaaS Traffic: What to Do

Google commands 90% of search. AI Overviews answer without clicks. ChatGPT is replacing Google for product discovery. OpenAI's ad-free model threatens paid search. Here i

8 min read

AI in UX Engineering: 3 Case Studies That Moved the Metrics

An NLP chatbot cut support tickets 30% and raised satisfaction 25%. Collaborative filtering grew page views 30% and retention 20%. Here are the three AI-in-UX engineering

8 min read

AI in Finance: The 4 Engineering Patterns That Already Ship

JPMorgan's NLP replaced 360,000 annual review hours. BlackRock fine-tunes LLMs that outperform general models. Here are the four AI engineering patterns shipping in finan

9 min read

Responsible Generative AI: 5 Pillars for Engineers

77% of executives call generative AI their biggest bet, while 15% of employees leak company data into it. Responsible AI is five things engineers build: accuracy, authent

6 min read

The 3 AI Integration Mistakes That Sink Product Teams

73% of business leaders feel pressure to implement AI, but 72% say they lack the skills. Here are the three AI integration mistakes that sink product teams — chasing cost

5 min read

AI in Design: Where It Belongs and Where It Doesn't

45% of US employees already use AI at work, and design tools are racing to embed it. Here is a founder's framework for where AI belongs in your design process, what stays

5 min read

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