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MengNotes

A personal tech blog with wide-ranging interests — covering data engineering, AI, quant trading, value investing, biotechnology, Japanese, guitar, and squash.

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AI

From Dev Experience to a Complete Skill: How Engineers Can Partner with AI to Package Expertise into Executable Specs

A Skill is a structured document that makes AI work your way. This article walks through how software and data engineers can systematically extract, structure, test, and iterate on their domain knowledge to produce a reliable, AI-executable Skill.

2026-03-28
Data Engineering

Airflow, Dagster, or Prefect in 2026: A Data Engineer's Selection Guide

Choosing a pipeline orchestrator in 2026 is harder than it's ever been. This guide cuts through the noise by comparing Airflow 3, Dagster, and Prefect across ecosystem dynamics, design philosophy, and integration depth — so you can make a decision that actually fits your team.

2026-03-28
Quant Trading

66-Day Quant Training Journal: From RSI Divergence to VWAP — Seven Days Crossing the Volume-Price Threshold

Documenting Day 11 through Day 17 of a 66-day quantitative trading training program, covering RSI divergence, Hammer, Bullish Engulfing, Volume Spike Reversal, VWAP pullback strategy, and key lessons from one year of quant trading.

2026-03-12

Explore by Category

Data Engineering

Pipelines, databases, and data infrastructure

1 article

AI

LLMs, RAG systems, and intelligent agents

1 article

Quant Trading

Quant strategies, technical indicators, and backtesting

2 articles

Value Investing

Value investing, financial analysis, and long-term strategy

0 articles

Biotechnology

Bioinformatics, genomics, and life sciences

0 articles

Japanese

Japanese language learning, grammar, and daily expressions

0 articles

Guitar

Guitar learning, music theory, and playing techniques

0 articles

Squash

Squash techniques, training notes, and match records

0 articles

About the Author

Meng

Data Engineer with a wide range of interests — writing about AI, quant trading, value investing, biotechnology, Japanese, guitar, and squash.

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