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AI & LLMs

Large language models, prompting, Claude API, and AI-powered development

6 posts

Tool Use and Function Calling with Claude: Agentic Workflows

Tool Use and Function Calling with Claude: Agentic Workflows

How to give Claude tools, handle tool calls in a loop, and build reliable agentic workflows.

MAR 31, 2026↗
Building AI-Powered Semantic Search with Embeddings

Building AI-Powered Semantic Search with Embeddings

Semantic search over your own content using vector embeddings, pgvector, and a similarity query layer.

MAR 31, 2026↗
Claude vs GPT-4: Which API Wins for Content Generation?

Claude vs GPT-4: Which API Wins for Content Generation?

A practical comparison building the same content pipeline with both APIs — cost, quality, and reliability.

MAR 31, 2026↗
Streaming Claude Responses in Next.js with the Vercel AI SDK

Streaming Claude Responses in Next.js with the Vercel AI SDK

Real-time AI output using Vercel AI SDK + Claude streaming API in a Next.js App Router project.

MAR 31, 2026↗
Prompt Engineering for Structured JSON Output from LLMs

Prompt Engineering for Structured JSON Output from LLMs

Techniques to make Claude and other LLMs return reliable, typed JSON every time — without hallucinated fields.

MAR 31, 2026↗
Building a Multi-Tenant Blog with the Claude API

Building a Multi-Tenant Blog with the Claude API

How I used Claude to auto-generate structured blog content at scale across multiple tenant sites.

MAR 31, 2026↗