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Dylan Huang Blog

Dylan Huang Blog

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APIs Over UIs: Agents Are the Future Interface to Everything

Every database, application, and codebase will be accessed through agents. APIs and MCPs over UIs.

The Untold System Design Problem in LLM Inference

The untold system design problem in LLM inference.

The Impossible Testing Problem for AI Applications

LLMs make traditional testing untenable; enter benchmarks.

What's the fuss about MCP? (code examples)

Demystifying MCP with code examples - showing how it simplifies LLM tool integration by replacing complex dispatch logic with modular, pluggable servers.

100K Views, 1K GitHub Stars, and 100+ Messages Later

Recently I shared my startup journey on LinkedIn. In

I Built My Resume In Markdown

Resume creation is often overcomplicated with clunky word processors and

After 3 Years, I Failed. Here's All My Startup's Code.

And by "all," I mean everything: core product, failed pivots, miscellaneous

Not All Problems Are Great Fits for LLMs

Many startups are racing to find product-market fit at the intersection of AI

6 Things I Would Improve About Dify.AI

After using Dify.AI extensively for building a demo, here are six key improvements I'd like to see in this powerful prompt engineering tool based on my hands-on experience.

I Reviewed 1,000s of Opinions on HTMX

HTMX is a new technology that is causing a lot of controversy. I reviewed 1,000s of opinions on HTMX to understand what developers think about it. Here is what I found.

I Reviewed 1,000s of Opinions on gRPC

gRPC is a high-performance RPC framework that is widely adopted in large software companies. I reviewed 1,000s of opinions on gRPC to understand what developers think about it. Here is what I found.

I Reviewed 1,000s of Opinions on GitHub Copilot

GitHub Copilot has recently taken the software engineering world by storm, hitting a milestone of $100M ARR. This achievement alone qualifies it to be a publicly listed company. Meanwhile, funding continues to flow into code-focused LLM use cases. But what do developers actually think about GitHub Copilot?

I Reviewed 1,000s of Opinions on Serverless

From DHH shunning serverless, Ahrefs saving millions by using a cloud provider at all, to Amazon raining fire on their own serverless product, serverless has recently faced significant scrutiny.

I Reviewed 1,000s of GraphQL vs. REST perspectives

Ask any developer: do you prefer GraphQL or REST? This often leads to opinionated conversations, sometimes even devolving into vulgar opinions rather than objective facts.