Latest Articles
Data Quality & Observability
When Architecture Becomes Discovery:
What if “the software can’t do that” is not a technical limitation, but a sign …
Governance & Security
I Hate Governance
Why the department of no doesn't fly anymore, and what good governance does ins…
AI & Machine Learning
Do You Know the 3 AI Projects With the Highest ROI?
Explore 3 practical AI projects for SMBs, document intake, lead follow-up, and …
Data Engineering
Snowflake Streams Are Not Queues
Snowflake Streams make change data capture look straightforward. Create a strea…
AI & Machine Learning
Applied AI, machine learning systems, LLM-enabled workflows, inference pipelines, and practical implementation ideas.
AI & Machine Learning
Do You Know the 3 AI Projects With the Highest ROI?
Explore 3 practical AI projects for SMBs, document intake, lead follow-up, and support triage, built as measurable n8n workflows with …
Data Engineering
Practical guidance on pipelines, ETL and ELT, data modeling, batch and streaming systems, and production-grade data workflows.
Data Engineering
Snowflake Streams Are Not Queues
Snowflake Streams make change data capture look straightforward. Create a stream on a table. Capture inserts, updates, and deletes. Use …
Data Quality & Observability
Testing, monitoring, anomaly detection, lineage, SLAs, incident response, and operational visibility for data products.
Data Quality & Observability
When Architecture Becomes Discovery:
What if “the software can’t do that” is not a technical limitation, but a sign that the original requirement was …
Governance & Security
Privacy, compliance, access control, policy, secure architecture, and responsible handling of data and AI systems.
Governance & Security
I Hate Governance
Why the department of no doesn't fly anymore, and what good governance does instead.
Integrations & APIs
Patterns for system integration, API design and consumption, connectors, webhooks, and cross-platform data exchange.
Integrations & APIs
The Hidden Snowflake Bottleneck Behind Parallel Upserts
Parallel pipelines usually look like a sign of good architecture, until they all aim at the same place. This article …
Integrations & APIs
n8n for Small and Medium Businesses: A Practical Guide to Integrations and Automation
n8n gives small and medium businesses a practical way to build real integrations and automations, from webhooks and APIs to …
Tutorials & How-To
Step-by-step implementation guides, walkthroughs, starter projects, and hands-on how-to content for practitioners.
Tutorials & How-To
What 2BInformed Is Really About
What is 2BInformed really about? Practical ideas, tutorials, how-to guides, and real examples on data engineering, integrations, automation, APIs, and …
Build Better Data Systems
Explore implementation-focused articles, discover proven architecture patterns, and share what works in modern data teams.