3 Designing for Intelligence: The Agentic Data Pipeline Architecture
Series: Building an Agentic Data Platform | Part 3 of 17Reading time: ⏳ ~13 minutesTags: 🏷️ pipeline architecture stage-based design agentic ETL TOGAF OPA OpenLineage LangGraph 📌…
1. From Scripts to Sentience: Building an Agentic Data Platform
Series: Building an Agentic Data Platform | Part 1 of 17Reading time: ⏳ ~12 minutes 📌 TL;DR Most data engineering tutorials teach you to move data from…
Building Autonomous AI Agents – Part 4: The Human Interface—Building a Co-Pilot Dashboard with Streamlit
The Enterprise Leap—Microservices, OAuth 2.0 Security, and Cloud Deployment ⏱️ TL;DR The Problem: Our LangGraph AI agent works perfectly on a local laptop, but monolithic scripts do…
Building Autonomous AI Agents – Part 3: Tool Integration—WordPress, Images, and Handling API Quirks
Connecting the Brain to the World—Integrating Vertex AI and WordPress APIs ⏱️ TL;DR The Goal: Connect our abstract LangGraph “brain” to external APIs so it can generate…
Building Autonomous AI Agents – Part 2: The Agentic Brain—Designing Cyclic Workflows with LangGraph
The Application Logic—Building Stateful AI Workflows ⏱️ TL;DR The Problem: Standard LLM “chains” are linear. But high-quality creative work (like writing a technical blog) is inherently cyclic…
Building Autonomous AI Agents – Part 1: The Architecture Shift—From Scripts to Stateful Systems
Part 1: The Architecture Shift—From Scripts to Stateful Systems Introduction: The Limitations of “Linear” AI For the past year, most developers have integrated Large Language Models (LLMs)…