Productivity & Insights
Apr 26, 2026
Your Life Needs an Operating System
A personal system for functioning well when life is already under load, not when everything is calm and predictable.
Writing
Blog
Notes on building AI-native products, agent workflows, and the practical side of keeping infrastructure simple.
Productivity & Insights
Structured notes on engineering habits, systems, and how we work when shipping real products.
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Productivity & Insights
Apr 20, 2026
How systems shape the way engineers think
Your tooling, workflows, and constraints quietly decide what feels easy, what feels hard, and what you ship next.
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Productivity & Insights
Apr 12, 2026
Constraints beat motivation on long-running projects
Motivation helps you start. Constraints help you finish. Here is how I use limits to ship consistently.
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Productivity & Insights
Mar 28, 2026
From data pipelines to product thinking
Moving closer to product did not mean leaving engineering behind. It meant changing what I optimize for.
Systems & Tec
Ideas and technical notes from real business problems — systems, data, and architecture in practice.
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Systems & Tec
Jul 13, 2026Medium
Local LLM Runtime Optimization Notes
Deploying Large Language Models (LLMs) locally is fundamentally a runtime engineering problem , not simply a model selection problem. Many developers focus on…
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Systems & Tec
Nov 24, 2024Medium
Query Optimization: EXPLAIN and Execution Plan
Have you ever wondered why your SQL queries are running slowly, even with optimized code?Well, say hello to your new debugging path: EXPLAIN Plan and Execution…
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Systems & Tec
Nov 23, 2024Medium
How Does Schema Inference in Spark Handle Data Type Mismatches?
Spark Schema Inference When we working with Apache Spark to process large datasets, schema inference is a helpful feature that automatically detects data types…
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Systems & Tec
May 16, 2024Medium
Navigating the Event-Driven Microservices Maze: A Playful Guide
Introduction Hey there, fellow explorer of the digital realm! If you’ve ever found yourself lost in the labyrinth of microservices, fear not, for you’re not…