4 Synthetic Data Engineering: Teaching Your Platform What Real Data Looks Like
Series: Building an Agentic Data Platform | Part 4 of 17Reading time: ⏳ ~11 minutesTags: 🏷️ synthetic data data generation GDPR financial data Faker Pydantic pipeline testing…
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 📌…
2. Engineering the Foundation: A Production-Grade Development Environment
Series: Building an Agentic Data Platform | Part 2 of 17Reading time: ⏳ ~11 minutesTags: 🏷️ Docker Compose development environment 12-Factor App Kafka MinIO OPA Prometheus Grafana…
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…
4. The Case of the Vanishing Images: A Debugging Journey with AI Agents
Building autonomous AI agents is an exciting frontier in software development. The idea of an agent that can not only write content but also generate its own…
3. The Developer’s Crucible: Debugging, Patience, and the AI Partnership
TL;DR This article reveals the unglamorous but critical reality of software development: debugging. We recount the real-world challenges faced, from frustrating environment setup errors to a cryptic…
2. Deploy Anywhere: A Guide to Cloud-Agnostic, Serverless APIs
TL;DR This article covers the deployment of our API, focusing on achieving true cloud-agnosticism and infinite scalability. We detail our use of the Serverless Framework to define…
1. From Idea to Architecture: Building a Scalable API with an AI Co-pilot
TL;DR This article details the foundational stage of building a modern API, moving from a simple idea to a robust microservices architecture. We explore the critical architectural…
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…