Posts
All the articles I've posted.
- 4 MIN READ•Mar 7, 2026
What is Apache Arrow? Erasing the Serialization Tax
If you pull a million records from a database into a Python notebook, the query runs instantly, but the transfer feels endlessly slow. Your compute en...
data lakehouseapache icebergapache parquet - 5 MIN READ•Mar 7, 2026
What is Apache Iceberg? The Table Format Revolution
If you drop ten thousand Parquet files into an S3 bucket, you have a data swamp. You do not have a database. To run SQL queries against those files sa...
data lakehouseapache icebergapache parquet - 4 MIN READ•Mar 7, 2026
What is Apache Parquet? Columns, Encoding, and Performance
If you ask a data analyst to calculate the average transaction amount for the month of July using a massive CSV file, the compute engine must read eve...
data lakehouseapache icebergapache parquet - 21 MIN READ•Mar 7, 2026
What is Apache Polaris? Unifying the Iceberg Ecosystem
Treating thousands of Parquet files as a unified database table requires a brain. Apache Iceberg provides the metadata structure to do this, but the Iceberg specification alone does not manage security roles, handle network requests, or broker credentials. You need an open catalog service to orchestrate those root metadata pointers. Apache Polaris serves as that open-source, vendor-neutral brain. This comprehensive guide explains the catalog fragmentation war, open governance under the Apache Software Foundation, role-based access control hierarchies, credential vending vs IAM sprawl, and how Polaris powers Dremio's agentic query acceleration.
data lakehouseapache icebergapache parquet - 6 MIN READ•Mar 7, 2026
Apache Software Foundation: History, Purpose, and Process
If you build a modern data lakehouse, you inevitably stack Apache Iceberg, Apache Parquet, and Apache Arrow. These projects dictate how you store, que...
data lakehouseapache icebergapache parquet - 4 MIN READ•Mar 7, 2026
Assembling the Apache Lakehouse: The Modular Architecture
For decades, the standard data architecture was monolithic. When you bought a data warehouse, you bought a single box where the vendor tightly coupled...
data lakehouseapache icebergapache parquet - 11 MIN READ•Mar 7, 2026
Context Management Strategies for Claude Desktop: A Complete Guide to MCP, Computer Use, and Local File Access
Claude Desktop takes everything available in Claude Web and adds three capabilities that fundamentally change how you manage context: MCP server connections ...
AI toolscontext managementprompt engineering - 12 MIN READ•Mar 7, 2026
Context Management Strategies for Claude Web: A Complete Guide to Projects, Artifacts, and Intelligent Context
Claude's web interface at claude.ai combines one of the largest context windows in the industry with a structured Project system that makes it genuinely usef...
AI toolscontext managementprompt engineering - 12 MIN READ•Mar 7, 2026
Context Management Strategies for OpenAI Codex: A Complete Guide Across Browser, CLI, and App
OpenAI Codex is not a chatbot. It is an autonomous software engineering agent that runs tasks in isolated cloud sandboxes, operates across a browser interfac...
AI toolscontext managementprompt engineering - 15 MIN READ•Mar 7, 2026
Context Management Strategies for ChatGPT: A Complete Guide to Getting Better Results
Getting consistently useful results from ChatGPT requires more than writing good prompts. The real differentiator is how you manage context: the background i...
AI toolscontext managementprompt engineering - 11 MIN READ•Mar 7, 2026
Context Management Strategies for T3 Chat: A Complete Guide to the Unified Multi-Model AI Interface
T3 Chat is a modern web-based AI chat interface that gives you access to multiple AI models through a single unified platform. Its primary value proposition ...
AI toolscontext managementprompt engineering - 11 MIN READ•Mar 7, 2026
Context Management Strategies for VS Code with LLM Plugins: A Complete Guide to Building Your Own AI-Powered IDE
Visual Studio Code is the most widely used code editor in the world, and its extensibility means you can integrate AI capabilities through a growing ecosyste...
AI toolscontext managementprompt engineering