Educational Content
Blog
Deep dives into AI engineering, modern web development, and the craft of building software products. Written from real experience, not speculation.
How AI Agents Actually Work (Under the Hood)
A plain-language breakdown of tool-calling, memory, and orchestration patterns in modern AI agents — with code examples.
Vibe Coding: What It Is and Why It Matters
The shift from writing every line by hand to directing AI to write code for you. What changes, what stays the same, and how to do it well.
Next.js App Router Patterns We Use in Every Project
Layouts, route groups, server components, API routes — the patterns that actually matter in production Next.js apps.
Building RAG Pipelines That Don't Suck
Retrieval-augmented generation done right: chunking strategies, embedding models, and how to evaluate if your RAG is actually working.
Why Most MVPs Fail (And How to Build One That Doesn't)
The most common mistakes founders make when building their first product, and the framework we use to avoid them.
Prompt Engineering for Real Products
Beyond playground tricks — how to design, test, and iterate on prompts when they're running inside a production app.
New posts dropping soon.
We're writing in-depth guides on AI, vibe coding, and modern web development. Reach out if there's a topic you want covered.
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