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A curated shortlist of articles, deep dives, and side projects — the ones that taught me the most.

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Personal Blog · Article

Embracing AI-Assisted Engineering

An in-depth look at how I'm using AI-assisted engineering workflow with Claude Code and the D3 framework. Includes setup, examples, and reflections about the workflow.

llm
productivity
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Personal Blog

Building a VSCode Extension to Run Go Table-Driven Tests with One Keystroke

I had a painful process of running and debugging Go table-driven design tests the past few months. Now I can execute them with just one keystroke with a VS Code extension that I've built.

go
productivity
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loyalty.dev

How We Solved a Critical Memory Issue When Ingesting a Large File ↗

In this article, I've penned down some of our learnings where I share more about our challenges in ingesting a large Gzip JSON file at Ascenda, how we investigated the issue and solved them!

ruby
backend
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loyalty.dev

Anomaly Detection with Z-score ↗

I was given the opportunity at Ascenda to work with Grafana to achieve observability by detecting and triaging issues quickly. There are a variety of techniques that we can use to create an anomaly detection alert, one of which is z-score.

grafana
observability
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Side projects
🔌 Personal Project

VS Code Extension: Go Table-Driven Design Test Runner ↗

I created my own VS Code extension to enable a more productive development workflow for myself and peers around me. Now anyone can run the tests and test debugger with just one keystroke with the VS Code extension that I've built.

go
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