Data & AI Engineering @ Ponder

From AI Conversations to BI Charts

Visualizing semantic-layer analytics with Cube and AI

Feb 17 • Egor Tarasenko

1

January 2026

From Semantic Layers to Conversations

Turning Cube.js analytics into a natural-language interface with RAG

Jan 26 • Egor Tarasenko

4

2

RAG Isn’t Enough: Structuring Documents Instead of Just Retrieving Them

An open-source approach to turning PDFs and DOCX files into structured datasets with LLMs

Jan 6 • Egor Tarasenko

4

1

December 2025

Incremental CI for dbt: Stop Rebuilding Everything From Scratch

Test your dbt models against real production data for more accurate CI results

Dec 8, 2025 • Egor Tarasenko

1

Unifying dbt Lineage and Superset Metadata with AI Chat

A Superset plugin for exploring transformations, sources, and dashboards through a single, natural-language interface.

Dec 2, 2025 • Egor Tarasenko

1

November 2025

dbt → Cube.js → Superset: Automating Semantic Layer & BI Sync

A fully automated workflow for generating semantic layers and publishing them to BI platforms.

Nov 24, 2025 • Egor Tarasenko

2

3

Airflow 3 Plugin Development: DAG Dependencies

A step-by-step tutorial for building your first Airflow 3 plugin

Nov 17, 2025 • Egor Tarasenko

2

2

Superset MCP: Organizing Dashboard Metadata

How we use Superset MCP to keep complex dashboards structured, searchable, and easy to manage.

Nov 10, 2025 • Egor Tarasenko

2

Graph-Powered AI Chat for dbt

Using FalkorDB & Neo4j as a Graph DB

Nov 3, 2025 • Egor Tarasenko

3

August 2025

Observability for LangChain with Langfuse

How Airflow-Chat Makes It Easy

Aug 5, 2025 • Egor Tarasenko

1

July 2025

airflow-chat: Conversational AI Built into Airflow

Talk to your DAGs, inspect tasks, and operate pipelines—right from the interface.

Jul 30, 2025 • Egor Tarasenko

1

Next-Level Airflow MCP

Add DAG prediction and control to Claude Desktop

Jul 23, 2025 • Egor Tarasenko

2