Compiler says OK. Runtime explodes anyway. Here are the 4 patterns where strict null checks isn't enough: assertion functions, untyped libraries, Prisma ORM, and JSON.parse — with real code from a Next.js/Prisma stack.
Jul 23 2026 · 8′ · Tutorials · Next.js · TypeScript
Rate limiting is not a dependency you drop into middleware and call it done. It's an abuse policy. Before you copy that snippet, you need to define what asset you're protecting, what abuse you're expecting, and what a false positive actually costs you.
Jul 07 2026 · 10′ · Tutorials · TypeScript · nextjs
The problem with Next.js caching isn't memorizing the flags. It's deciding how fresh each piece of data actually needs to be. A guide to reading revalidate, dynamic, and no-store as data contracts, not isolated tricks.
Jul 05 2026 · 8′ · Tutorials · React · TypeScript
TensorFlow isn't sexy in 2025, but it's still the serious infrastructure behind deployment at scale. Why it made the list and when you actually need it.
Jun 23 2026 · 5′ · Experiments · machine learning · deep learning
I started wanting to write Haskell in TypeScript and ended up with three helpers and a lesson. An honest breakdown of which functional patterns survive in a real TypeScript codebase and which ones collapse under team friction or the type checker.
Jun 18 2026 · 8′ · Tutorials · TypeScript · desarrollo web
The homelabber community is building local AI dev platforms and the discussion is genuinely interesting. I have some observations that go beyond the initial excitement — and a checklist so you can decide whether the experiment is actually worth it.
Jun 16 2026 · 9′ · Opinion · TypeScript · LLM
A 2014 talk predicted JavaScript would die, replaced by ASM.js. A decade later, JS is still alive — but the tension it identified is more real than ever. Here's what's worth extracting, what to ignore, and how to turn it into a concrete technical decision.
Jun 15 2026 · 9′ · Opinion · TypeScript · javascript
There's no such thing as the perfect token — only the right token for your system's threat model. A practical decision tree with real technical judgment for choosing between JWT, Paseto v4, and opaque session tokens in TypeScript. No dogma, no made-up benchmarks.
Jun 14 2026 · 9′ · Tutorials · TypeScript · nextjs
The most common mistake when implementing MCP tools is coupling them to the provider's SDK. The spec exists to prevent exactly that. A practical architecture guide: the input/output contract that makes a tool work across Claude, GPT, and local models without rewriting anything.
Jun 10 2026 · 8′ · Tutorials · TypeScript · LLM
Architecture, real systems, product decisions and technical lessons. Everything reviewed with my own judgment before it ships.
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