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Author name: Alex Chen

Alex Chen is a senior software engineer with 8 years of experience building AI-powered applications. He has worked at startups and enterprise companies, shipping production systems using LangChain, OpenAI API, and various vector databases. He writes about practical AI development, tool comparisons, and lessons learned the hard way.

Strategy

My SEO Strategy Shift: Google SGE & AIs Impact

Alright, folks, David Park here, back on clawseo.net. It’s March 20, 2026, and if you’re not feeling the ground shift under your SEO strategies right now, you might be living under a rock. Or perhaps you’re just incredibly good at ignoring the constant hum of AI in every single conversation about search. My bet? It’s

SEO for AI

Best TGI Alternatives in 2026 (Tested)

After 6 months with TGI alternatives: some are decent, but most leave much to be desired.

In 2026, the landscape of TGI alternatives has swelled significantly, with developers leaning heavily into new technologies for text generation, chatbots, and AI-based applications. With my experience spanning several months in integrating these alternatives into production systems, I’ve gathered

SEO for AI

PydanticAI Pricing in 2026: The Costs Nobody Mentions

After extensive experience with PydanticAI, I’d say: if you’re thinking long-term, prepare your wallet.

Having worked with PydanticAI for about a year now, I’ve come to see it as a convenient tool for model validation and settings management in AI applications. We’ve built a number of prototypes, MVPs, and even some scalable projects using

SEO for AI

Vector Database Selection Checklist: 10 Things Before Going to Production

Vector Database Selection Checklist: 10 Things Before Going to Production

I’ve seen 3 production agent deployments fail this month. All 3 made the same 5 mistakes. Choosing the right vector database may seem straightforward, but believe me, it’s a maze loaded with pitfalls.

The Vector Database Selection Checklist

This checklist narrows down the critical factors

SEO for AI

How to Handle Errors Gracefully with PydanticAI (Step by Step)

Handling Errors Gracefully with PydanticAI: A Step by Step Tutorial

We’re building an error handling mechanism for PydanticAI that allows different operations to proceed smoothly, even when faced with unexpected inputs or situations.

Prerequisites

  • Python 3.11+
  • Pip install pydantic-ai>=0.1.0
  • Basic understanding of Python programming
  • Familiarity with asynchronous programming (if relevant)
  • Step

    SEO for AI

    How to Implement Caching with Claude API (Step by Step)

    Implementing Caching with Claude API: A Step-by-Step Tutorial

    I’m going to show you how to implement caching with the Claude API, something that can save you upwards of 30% in response time on API calls. Given that API calls can be a substantial drain on resources, efficient caching isn’t just a nice-to-have, it’s crucial for

    Strategy

    My Traffic Dissection: What I Learned About AI & Google

    Alright, folks, David Park here, fresh off a caffeine IV drip and ready to talk shop. Specifically, I want to dive into something that’s been rattling around in my head – and, frankly, on my spreadsheets – for the last few months. We’re not talking about some abstract SEO theory here. We’re talking about the

    Content SEO

    My Take: AI is Shaking Up How We Rank for Informational Queries

    Alright, folks, David Park here, fresh off a surprisingly good cup of coffee (rare these days) and ready to talk shop. Specifically, I want to talk about something that’s been quietly but profoundly shifting beneath our feet: how AI is changing what it means to actually rank for informational queries, especially those long-tail, “how-to” type

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