Skip to main content

AI Agents & LLM Integration

Deep coverage of AI agents, Large Language Model (LLM) integrations, prompt engineering, ChatGPT/Claude/Groq implementations, and building intelligent AI-powered solutions.

Hands-on coverage of building AI agents with LLMs—OpenAI, Anthropic, Groq, and self-hosted options like OpenClaw. Topics include prompt engineering, integrating agents into n8n workflows, proactive AI systems, and practical examples of agents that solve real business problems.

Articles

Company OS: The Architecture, Vision, and Plan

field note ·
Company OS is my working thesis for connecting human intent, shared context, autonomous execution, and accountable outcomes. This is the architectural view—not a finished product announcement.

Your AI Agent Stack Is Your Competitive Edge — If You Treat It as Infrastructure

analysis ·
Most developers use AI in chat. I built a 24/7 agent stack on my own server. Here's what actually created leverage — and what was just noise.

What is Agentic Engineering? A Practitioner's Definition

analysis ·
Agentic engineering is the discipline of designing and building systems where multiple AI agents coordinate autonomously to accomplish goals — without a human triggering each step. Here's what that actually means when you build it in production.

How to Build an AI Agent for Your Website: Complete Guide with n8n, Knowledge Base, and Frontend (2025)

tutorial · · Updated
Step-by-step guide to building a production-ready AI agent for your website using n8n, vector database knowledge base, and custom frontend. Includes code examples, architecture patterns, and deployment strategies.

From SaaS Dependence to Speed: How I Built an AI Feedback Agent in a Weekend

case study ·
I built a fully-automated AI feedback agent using n8n, LangChain and Azure OpenAI in a weekend. This experience revealed a bigger shift in how enterprises should think about tooling – build first, buy only when it makes sense.

Projects

Agentic Data Organisation with Claude

production
Design and implementation of an agentic data organisation with Claude coordinating analytics, data platform, pipelines, governance, and data quality.

How I Built an AI Feedback Agent That Replaces Traditional Surveys – Using n8n and GPT-4

prototype
Transform feedback collection from tedious surveys into intelligent conversations. Learn how I built an AI-powered feedback agent with n8n that asks follow-up questions, detects language automatically, and extracts structured insights – all while saving thousands on survey platforms.

MCP-Connected Development Workflow for Data-Informed Prototyping

prototype
Connected Claude to analytics, research, strategy, and design context through MCP to build React prototypes inside the development environment.

Related Topics

Modern Data Stack Engineering

Build and optimize modern data architectures with cloud-native tools.

Workflow Automation & Orchestration

Master n8n, sim.ai, and workflow orchestration for business process automation.

Full-Stack Development (Astro/TypeScript)

Modern web development with Astro, TypeScript, and performance optimization.

Conversational Analytics & Next-Gen BI

Conversational analytics, natural language interfaces, and next-gen BI.

All Topics

Modern Data Stack Engineering

Build and optimize modern data architectures with cloud-native tools.

Workflow Automation & Orchestration

Master n8n, sim.ai, and workflow orchestration for business process automation.

Hockey Analytics & Sports Data Science

AI-powered hockey analytics and advanced sports data science.

Full-Stack Development (Astro/TypeScript)

Modern web development with Astro, TypeScript, and performance optimization.

Developer Productivity & Tooling

Developer workflows, tooling, and productivity patterns for technical professionals.

Stockholm/Nordic Data Engineering Market

Stockholm tech scene, Nordic data engineering market, and local insights.

Conversational Analytics & Next-Gen BI

Conversational analytics, natural language interfaces, and next-gen BI.

AI Agents & LLM Integration

AI agents, LLM integrations, and prompt engineering for intelligent solutions.