Stop Letting Your Airflow Config Live in Someone's Head
If your Airflow Variables, Connections, and secrets only exist in the UI or someone's memory, you don't have a config strategy, you have a time-bomb. Here's how to actually fix that.
Keep Your Pipelines Portable: The Case for Decoupled Airflow
Learn how to build portable, testable data pipelines by containerizing your ETL logic and using Airflow purely as a scheduler, keeping your code independent from any specific orchestration tool.
Streamlining Data Pipelines: Leveraging Distributed Airflow Workers Across Customer Networks
Stop fighting for inbound VPN access. Put your Airflow workers where the data lives and let them call home.
AI Beyond the Hype
Getting Started: Your First AI Batch Pipeline
A practical guide to building your first AI batch processing pipeline. From identifying the right problem to architecture patterns and common pitfalls to avoid.
AI Beyond the Hype
Human-AI Workflows That Actually Work
100% automation isn't the goal. Learn how to build hybrid systems where AI handles the bulk and humans handle exceptions, achieving better results than either alone.
AI Beyond the Hype
The Economics of AI Batch Processing
AI is expensive for chatbots. Batch processing has different economics. Learn about batch API discounts, model selection, and when AI costs less than human labor.
AI Beyond the Hype
The Dirty Data Problem AI Was Made For
Every organization has decades of data trapped in formats machines couldn't understand. LLMs change that. Here's how AI solves the dirty data problem traditional automation couldn't crack.
AI Beyond the Hype
Is AI a Bubble? Maybe. Here's What Won't Burst.
The AI bubble question is everywhere. Valuations are stretched. Skepticism is warranted. But bubbles burst speculation, not value. Here's what's real and why you shouldn't sleep on it.
5 Data Strategy Resolutions for 2026 That Your Executives Will Actually Notice
Forget the tech debt. These strategic shifts change how your organization uses data, and they start with conversations, not code.
You Should Outsource Your Data Engineering
Data engineering and platform development often benefit from outsourcing or hybrid staffing. Learn when to hire consultants vs. full-time engineers for your organization.
Building Your Data Strategy
Executing and Evolving: Quality, Insights, and Future-Proofing
Data quality isn't a one-time fix, learn how to execute, measure, and evolve your data strategy to drive real business impact while staying ahead of change.
Building Your Data Strategy
Making Data Strategy Work: People, Culture, and Governance
Your data strategy will fail without the right culture. Learn how to build executive buy-in, drive data literacy across your organization, implement governance that enables rather than restricts, and overcome resistance to change.