Exploring Tech, Finance & Productivity

Practical articles, free developer tools, and finance calculators. No jargon, no fluff.

Mar 2025 • Tech

The Python Library That Replaced Pandas for Most Use Cases

Polars runs 5-50x faster than pandas, uses a fraction of the memory, and has an API that is strictly better once you spend a day with it.

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Mar 2025 • Investing, Mutual Funds

The Real Cost of Switching Mutual Funds Every Year - STCG and Exit Load Math

Every year, a subset of investors reviews their mutual fund portfolio, finds that a different fund has performed better over the past 12-18 …

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Mar 2025 • Tech

How Vercel Makes Money While Giving Everything Away for Free

Vercel runs a textbook developer-led growth playbook: get developers hooked for free, then bill their employers when the project goes to …

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Mar 2025 • Investing, Mutual Funds

Why Thematic Funds Always Launch at the Top of the Cycle

In 2021, AMCs launched a wave of thematic funds around technology, digital innovation, and consumption. By 2022, most of these funds were …

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Mar 2025 • Investing

US Stocks from India: Vested vs INDmoney vs Winvesta Fee Comparison

The number of Indian investors buying US stocks directly has grown significantly in the last five years. Three platforms dominate this …

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Mar 2025 • Tech

Why TypeScript Strict Mode Is Non-Negotiable

Turning off strict mode in TypeScript gives you the false comfort of a type system while keeping all the runtime bugs it was supposed to …

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Mar 2025 • Investing, Mutual Funds

Parag Parikh Flexi Cap: Why It Holds Alphabet and Meta in an Indian Fund

Parag Parikh Flexi Cap Fund is a domestic mutual fund that buys shares in Alphabet (Google’s parent) and Meta. For most investors accustomed …

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Mar 2025 • Tech

The Postgres Extension That Makes MongoDB Irrelevant

JSONB plus the pg_jsonschema and pg_vectorize extensions give you everything MongoDB offers, with the reliability of a 30-year-old database …

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Mar 2025 • Tech

How Mistral Became the Most Interesting AI Company in Europe

In a field dominated by American hyperscalers, a Paris-based company with fewer than 200 employees has become a genuine alternative to …

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Mar 2025 • Investing, Mutual Funds

Mid Cap Index Fund vs Mid Cap Active Fund: 10 Years of Head-to-Head Data

Unlike large caps, active mid-cap managers have historically beaten the Nifty Midcap 150 index more often. But the margin is narrowing and …

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Mar 2025 • Investing, SWP

SWP from Mutual Funds: The Math Behind Living Off Your Portfolio

Systematic Withdrawal Plans let you draw a fixed monthly income from your mutual fund corpus. The tax efficiency, sequence of returns …

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Mar 2025 • Investing

How Dividend Yield Stocks Perform in Bear Markets: NSE Data 2008-2024

Dividend yield stocks are considered defensive. NSE data across three major bear markets shows they lose less than the index but still lose …

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Mar 2025 • Investing, Mutual Funds

The Flexi Cap Fund That Consistently Allocates 60% to Large Caps Anyway

Flexi cap funds are sold as dynamic allocation across market caps. Most of them are effectively large-cap funds with a 20% mid-cap tilt. The …

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Mar 2025 • Finance, Credit Score

The Real Reason Your Loan Gets Rejected Despite a Good Credit Score

Your CIBIL score is 780 and your loan application still came back rejected. This is more common than you think, and it is almost never …

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Mar 2025 • Investing, Mutual Funds

Sector Funds: Why Timing the Cycle Almost Always Destroys Returns

Sector funds attract investors after their best years and see outflows after their worst. AMFI data on sector fund flows vs returns shows …

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Mar 2025 • Investing

Bitcoin in India: Tax Reality, Legal Status, and How Much to Allocate

Bitcoin is legal to hold in India but taxed punitively at 30% with no loss offset allowed. The real question is not whether to own it but …

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Mar 2025 • Investing, Index Funds

HDFC Nifty 50 vs UTI Nifty 50 vs SBI Nifty 50: Who Wins on Tracking Error

All three track the same index but deliver different actual returns. Tracking error and tracking difference are the metrics that matter - …

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Mar 2025 • Investing

Why the Grey Market Premium on IPOs is Mostly Noise

Grey market premiums are unregulated, opinion-based, and have correctly predicted strong listing gains roughly as often as a coin flip. The …

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Mar 2025 • Career, Interviews

Why Your DSA Skills Are Not the Bottleneck Anymore

You can solve hard LeetCode problems and still bomb interviews. The game has shifted, and most engineers have not noticed.

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Mar 2025 • Investing, Index Funds

International ETFs Available in India: Returns, Expense Ratios, and Taxes

SEBI has restricted new inflows to many international funds, but options still exist. Here is a complete breakdown of available …

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