Results for “LLM”
8 matches across blog posts, projects, case studies and series.
Blog posts
LLMs vs AI agents vs workflows: which one are you building?
An LLM labels the intent. A workflow routes it down a fixed path. An agent picks a tool and loops. Here's how to tell which one you're actually building.
Oct 20, 2026Calling an LLM From Apex: Where Python Still Wins
Apex makes the HTTP call to an LLM in about twenty lines. Everything that decides whether the feature survives — validation, retrieval, evals, cost — is the pa…
Feb 22, 2026Building Your First LLM Chain: A Developer's Guide to Sequential Logic
LLMs are powerful, but they are stateless. To build real applications, you need to connect outputs to inputs. Here is a practical, code-first guide to building…
Feb 22, 2026Structured JSON Output from LLMs: Schema Injection, Pydantic and Retry Loops
Why LLM output breaks JSON parsers, and three patterns that fix it in AI agents: schema injection with TypeScript types, Pydantic validation and a self-healing…
Feb 21, 2026From Chatbot to Agent: The Engineer's Guide to LLM Memory Systems
Stateless LLMs are just goldfish. To build true agents, you need persistence. We break down memory architectures, implementation patterns, and the hidden pitfa…
Oct 20, 2026What Is a Token in an LLM? Tokens vs Words, Explained
The model never reads your words — a tokenizer cuts text into chunks first. Here's how tokens drive your API bill, context window and rate limits.
Oct 5, 20265 Chinese AI Models You Can Download Right Now (Open Weights)
Five open-weight Chinese LLMs you can download today — Qwen3.8-Flash-Next, MiniMax-M3, GLM-5.3, DeepSeek-V4-Pro and Kimi K3 — with the official Hugging Face li…
Oct 4, 2026AI in Content Marketing: How I Build a Content Pipeline with n8n
A builder's guide to AI content automation with n8n: a sheet as the queue, one LLM call with a strict JSON contract, a Code node parser, and drafts in Google D…