--- title: "#aiengineer articles | Hashnode" description: "Explore 13 articles tagged #aiengineer on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/aiengineer" --- Tag # #aiengineer 13 posts · 1 followers [ZyVOP](https://hashnode.com/@zyvop) · [2d ago](https://hashnode.com/posts/typescript-for-ai-engineers-the-language-of-ai-web-apps-2ge48/6af41b44026fb103ed262651) ### [TypeScript for AI Engineers: The Language of AI Web Apps](https://blog.zyvop.com/typescript-for-ai-engineers-the-language-of-ai-web-apps-2ge48?utm_source=hashnode&utm_medium=feed) A fast path from Python to TypeScript: JavaScript gotchas, types that catch bugs, runtime validation with Zod, async fetch and streaming, and a tested client for an AI API. 30 min read · [blog.zyvop.com](https://blog.zyvop.com/typescript-for-ai-engineers-the-language-of-ai-web-apps-2ge48?utm_source=hashnode&utm_medium=feed) [ZyVOP](https://hashnode.com/@zyvop) · [5d ago](https://hashnode.com/posts/clean-code-design-patterns-writing-code-other-people-and-future-you-can-read-nydd6/6af04e24dce5cc6d07baad5b) ### [Clean Code & Design Patterns: Writing Code Other People (and Future You) Can Read](https://blog.zyvop.com/clean-code-design-patterns-writing-code-other-people-and-future-you-can-read-nydd6?utm_source=hashnode&utm_medium=feed) Write code other people can read and change: naming, small functions, safe refactoring, SOLID without the dogma, and the design patterns that actually show up in AI apps. 28 min read · [blog.zyvop.com](https://blog.zyvop.com/clean-code-design-patterns-writing-code-other-people-and-future-you-can-read-nydd6?utm_source=hashnode&utm_medium=feed) [ZyVOP](https://hashnode.com/@zyvop) · [Nov 6](https://hashnode.com/posts/git-github-workflows-branches-pull-requests-and-code-review-ntiub/6aed85fd811efc2e7c995317) ### [Git & GitHub Workflows: Branches, Pull Requests, and Code Review](https://blog.zyvop.com/git-github-workflows-branches-pull-requests-and-code-review-ntiub?utm_source=hashnode&utm_medium=feed) Learn Git as a safety net: commits, branches, merges, and undoing mistakes, then use GitHub pull requests and code review the way professional teams do. 30 min read · [blog.zyvop.com](https://blog.zyvop.com/git-github-workflows-branches-pull-requests-and-code-review-ntiub?utm_source=hashnode&utm_medium=feed) [ZyVOP](https://hashnode.com/@zyvop) · [Nov 5](https://hashnode.com/posts/databases-in-depth-sql-indexes-transactions-and-when-to-use-what-pklyn/6aec360a14ecb7dfb3331956) ### [Databases in Depth: SQL, Indexes, Transactions, and When to Use What](https://blog.zyvop.com/databases-in-depth-sql-indexes-transactions-and-when-to-use-what-pklyn?utm_source=hashnode&utm_medium=feed) Learn SQL, indexes, and transactions by doing, with SQLite built into Python, then see how it carries over to Postgres and when NoSQL, Redis, or a vector database makes sense. 30 min read · [blog.zyvop.com](https://blog.zyvop.com/databases-in-depth-sql-indexes-transactions-and-when-to-use-what-pklyn?utm_source=hashnode&utm_medium=feed) [ZyVOP](https://hashnode.com/@zyvop) · [Nov 3](https://hashnode.com/posts/how-computers-work-cpu-gpu-memory-and-the-operating-system-bp2ot/6ae97b0ac1812fc9b09dcfe0) ### [How Computers Work: CPU, GPU, Memory, and the Operating System](https://blog.zyvop.com/how-computers-work-cpu-gpu-memory-and-the-operating-system-bp2ot?utm_source=hashnode&utm_medium=feed) A practical look inside the computer: how numbers and memory work, why GPUs suit AI, what the operating system does, and how to tell if a model will fit before you load it. 22 min read · [blog.zyvop.com](https://blog.zyvop.com/how-computers-work-cpu-gpu-memory-and-the-operating-system-bp2ot?utm_source=hashnode&utm_medium=feed) [ZyVOP](https://hashnode.com/@zyvop) · [Nov 2](https://hashnode.com/posts/big-o-without-the-fear-why-some-code-scales-and-some-doesn-t-fdfgy/6ae8619bfe5d2264b8de788f) ### [Big-O Without the Fear: Why Some Code Scales and Some Doesn't](https://blog.zyvop.com/big-o-without-the-fear-why-some-code-scales-and-some-doesn-t-fdfgy?utm_source=hashnode&utm_medium=feed) Learn what Big-O really means, how to estimate it by reading code, and why it explains vector search indexes, expensive long prompts, and the hidden cost of chat history. 18 min read · [blog.zyvop.com](https://blog.zyvop.com/big-o-without-the-fear-why-some-code-scales-and-some-doesn-t-fdfgy?utm_source=hashnode&utm_medium=feed) [ZyVOP](https://hashnode.com/@zyvop) · [Nov 1](https://hashnode.com/posts/algorithms-you-ll-actually-use-sorting-searching-recursion-and-beam-search-ji26o/6ae6ebc8e62004897dd48c88) ### [Algorithms You'll Actually Use: Sorting, Searching, Recursion, and Beam Search](https://blog.zyvop.com/algorithms-you-ll-actually-use-sorting-searching-recursion-and-beam-search-ji26o?utm_source=hashnode&utm_medium=feed) Sorting, searching, recursion, dynamic programming, and beam search explained in plain language, with AI examples like chunking documents and fixing misspelled tool calls. 18 min read · [blog.zyvop.com](https://blog.zyvop.com/algorithms-you-ll-actually-use-sorting-searching-recursion-and-beam-search-ji26o?utm_source=hashnode&utm_medium=feed) [ZyVOP](https://hashnode.com/@zyvop) · [Oct 31](https://hashnode.com/posts/data-structures-for-ai-engineers-arrays-hash-maps-trees-graphs-and-heaps-6kpk6/6ae5c7eb72eaef40c91ac127) ### [Data Structures for AI Engineers: Arrays, Hash Maps, Trees, Graphs, and Heaps](https://blog.zyvop.com/data-structures-for-ai-engineers-arrays-hash-maps-trees-graphs-and-heaps-6kpk6?utm_source=hashnode&utm_medium=feed) A practical tour of arrays, hash maps, stacks, queues, trees, heaps, and graphs in Python, and where each one quietly shows up in AI tools, from top-k search to agent workflows. 21 min read · [blog.zyvop.com](https://blog.zyvop.com/data-structures-for-ai-engineers-arrays-hash-maps-trees-graphs-and-heaps-6kpk6?utm_source=hashnode&utm_medium=feed) [ZyVOP](https://hashnode.com/@zyvop) · [Oct 27](https://hashnode.com/posts/performance-memory-profiling-vectorization-and-how-python-manages-memory-dz1g8/6ae0198a2cbf8d9521ab9357) ### [Performance & Memory: Profiling, Vectorization, and How Python Manages Memory](https://blog.zyvop.com/performance-memory-profiling-vectorization-and-how-python-manages-memory-dz1g8?utm_source=hashnode&utm_medium=feed) Measure before you optimize: learn to time and profile code, vectorize with NumPy, and see how Python uses memory, with an embedding search that gets about 100 times faster. 17 min read · [blog.zyvop.com](https://blog.zyvop.com/performance-memory-profiling-vectorization-and-how-python-manages-memory-dz1g8?utm_source=hashnode&utm_medium=feed) [ZyVOP](https://hashnode.com/@zyvop) · [Oct 26](https://hashnode.com/posts/concurrency-threads-processes-and-asyncio-and-why-llm-apps-love-async-cnqzq/6adecf1995d39177b6e4af80) ### [Concurrency: Threads, Processes, and asyncio (and Why LLM Apps Love Async)](https://blog.zyvop.com/concurrency-threads-processes-and-asyncio-and-why-llm-apps-love-async-cnqzq?utm_source=hashnode&utm_medium=feed) Learn why AI apps spend most of their time waiting, and how threads, processes, and asyncio turn that waiting into speed, with a safe way to call a model many times at once. 16 min read · [blog.zyvop.com](https://blog.zyvop.com/concurrency-threads-processes-and-asyncio-and-why-llm-apps-love-async-cnqzq?utm_source=hashnode&utm_medium=feed)