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Thoughts To Pen

Turning caffeine into clean Java, systematic trades, compound growth, and questionable life choices.

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🔥 Featured Article

LATEST & FEATURED October 18, 2026

High-Frequency Trading & Low-Latency Java: Lock-Free Ring Buffers, Zero-GC, and the LMAX Disruptor

Master ultra-low-latency Java for algorithmic and high-frequency trading. Understand lock contention, false sharing, cache line padding, LMAX Disruptor, and zero-GC pipelines.

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Automated execution, broker APIs (Shoonya), WebSockets & risk controls.

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TFSA models, RRSP strategies, tax efficiency & index investing.

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Developer flow states, cognitive biases & sustainable habit formation.

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Oct 18, 2026 programming

High-Frequency Trading & Low-Latency Java: Lock-Free Ring Buffers, Zero-GC, and the LMAX Disruptor

Master ultra-low-latency Java for algorithmic and high-frequency trading. Understand lock contention, false sharing, cache line padding, LMAX Disruptor, and zero-GC pipelines.

Read Article →
Oct 18, 2026 programming

Virtual Threads vs. Spring WebFlux in Production: The Definitive 2026 Benchmark & Architecture Guide

Virtual Threads vs Spring WebFlux benchmark: Compare throughput, P99 latency, RAM footprint, carrier thread pinning, and database connection pooling in Java 21/25.

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Sep 07, 2026 tools

Indian Stock Brokerage & STT Calculator: Compare Zerodha, Shoonya, Groww & Angel One

Free online Indian stock brokerage & STT calculator. Calculate exact STT, GST, SEBI turnover fees, stamp duty, breakeven points, and net P&L across brokers.

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Sep 07, 2026 algorithmic-trading

Understanding Indian Stock Market Charges: STT, Stamp Duty, GST, and Brokerage Math

Complete guide to Indian stock market transaction charges: STT rates, exchange transaction fees, SEBI turnover fees, stamp duty, GST, and zero-brokerage math.

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Sep 06, 2026 personal-finances

Interactive FIRE Calculator: Find Your Financial Independence Number & Date

Instant, simple, client-side interactive FIRE calculator. Calculate your target FIRE number, years to financial freedom, and projected retirement date.

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Educational software engineering & research publication. Content and code samples do not constitute financial or trading advice.

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