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Sharing what I'm learning about AI coding agents and their impact on software development. Thoughts and experiments from working with these tools.

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AI & DevelopmentSep 2025

Anthropic vs OpenAI: The AI Model Rally That Changed Everything

A week of rapid-fire AI releases reshaped the landscape. GPT-5 challenged Claude's dominance, Anthropic countered with 1M context windows, and Claude 4.5 followed. Here's what this means for developers.

3 min read

Data EngineeringSep 2025

How MCP Prompts Automated 600-Line Kusto Query Debugging

From manual pain to automated precision: how I used MCP tools to transform the nightmare of debugging complex Kusto queries into structured, data-driven performance reports.

4 min read

Data EngineeringAug 2025

AI Agents Debug Spark Faster

How I turned a painful Spark debugging cycle into a tight feedback loop using Databricks CLI, DuckDB, and local iteration. From cluster slog to terminal efficiency.

4 min read

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KubernetesMay 2023

Why I Set Kubernetes CPU Requests Equal to Limits (And You Should Too)

A production mystery that changed everything I thought I knew about Kubernetes resource management. When our 8-core workload couldn't get 8 cores, I discovered the real problem with traditional request/limit configurations.

6 min read

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