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🐳 How Docker Works
Of Containers, Velocity, and Why Product Teams Should Care
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Maria Urot
Essential Database Indexing Strategies for Scalable Product Development
How to improve performance, scalability, and UX by choosing the right index types.
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Maria Urot
The Generative AI Tech Stack: What It Takes to Build with Intelligence
A Practical Guide to the Tools Powering Modern Generative AI Applications
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Maria Urot
The Training Shift That Unleashed an LLM Capability Explosion
A recent shift in how we train large language models (LLMs) has led to something remarkable: a capability explosion.
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Maria Urot
Dash RAG: Dropbox’s Bold Step Into the Future of Intelligent Workflows
As AI assistants evolve from novelty tools to integral components of business productivity, Dropbox’s Dash RAG (Retrieval-Augmented Generation) stands…
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Maria Urot
🧨 The Minecraft Malware Attack That Exposed a Global Supply Chain Vulnerability — And What Developers Must Learn
In 2024, the Minecraft community faced one of its most severe security threats to date.
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Maria Urot

June 2025

Scaling Instagram's Infrastructure
Instagram, launched in 2010, quickly grew from a simple photo-sharing app to one of the largest social media platforms globally, boasting over a billion…
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Maria Urot
Bridging SQL Dialects: How DoorDash Solved Cross-Platform Querying with Transaxle
What DoorDash has done with Transaxle is a shining example of this philosophy in action.Let’s unpack it — not just to admire it, but to benchmark…
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Maria Urot
Why AMD’s MI400 AI Chips Boost — or Burden — Product Strategy & Dev Teams
On June 12, 2025, AMD announced its next-generation AI accelerator chip — the MI400 — and a rack-scale platform called Helios, backed by OpenAI and…
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Maria Urot
Enhancing Python Development: Meta’s Groundbreaking Advances in Type Checking and Free-Threading
As Python continues to evolve, developers are consistently looking for ways to improve productivity, performance, and maintainability.
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Maria Urot
🔄 From Orchestration to Optimization: How Native ADF + Databricks Integration Transforms Your Data Workflows
Tool sprawl is the tax we pay for innovation — but when orchestration becomes orchestration overhead, it’s time to optimize.
 • 
Maria Urot

May 2025

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