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Your List Still Has Duplicates After Removing Duplicates
Text Tools Oct 20, 2026 Latest ✦

Your List Still Has Duplicates After Removing Duplicates

Four strings, one person, and exact matching keeps all four. The normalisation steps that determine whether deduplication actually works — whitespace, case, Unicode, invisibles.

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bcrypt Work Factors Double With Each Increment — Here's How to Choose the Right One and Upgrade Existing Hashes
Developer Jun 22, 2026

bcrypt Work Factors Double With Each Increment — Here's How to Choose the Right One and Upgrade Existing Hashes

bcrypt's work factor doubles hashing time for every increment — work factor 10 is ~100ms, work factor 12 is ~400ms, work factor 14 is ~1.6 seconds. This exponential relationship is the design feature, not a side effect: when hardware gets faster, incrementing the work factor by 1 restores the original time cost. Here's how to choose the right factor, the opportunistic re-hash strategy for upgrading existing hashes without forcing logout, and how to read the work factor from a stored bcrypt hash string.

Why Professional Bakers Never Use Cups — Density, Flour Compaction, and the Case for Weight Measurement
Converters Jun 22, 2026

Why Professional Bakers Never Use Cups — Density, Flour Compaction, and the Case for Weight Measurement

A cup of flour weighs 120g; a cup of sugar weighs 200g — because density varies dramatically between ingredients. The flour problem is even worse: depending on scooping vs spoon-and-level vs sifted technique, "1 cup of flour" can be anywhere from 90g to 160g — a 60% range. Here's why professional bakers universally use weight, the baker's percentages system that only works with weights, and the cup-size difference between US, UK, and Australian recipes.

Why Horsepower Isn't What a Horse Actually Does — Watt's Marketing, Three Different Definitions, and the SAE Gross Mystery
Converters Jun 22, 2026

Why Horsepower Isn't What a Horse Actually Does — Watt's Marketing, Three Different Definitions, and the SAE Gross Mystery

A horsepower is not a horse's actual sustained output — James Watt's 1780s definition was deliberately set high (about 745 watts) to make steam engines look better in comparison to the horses they replaced. Here's why three different definitions of "horsepower" (mechanical, metric/PS, electrical) produce different watt values, why old American muscle car horsepower figures were inflated by the SAE gross testing methodology, and how torque and power are related (and why each matters differently for real driving).

In UTF-8, Most HTML Entities Are Unnecessary — But These Five Still Are
Developer Jun 22, 2026

In UTF-8, Most HTML Entities Are Unnecessary — But These Five Still Are

HTML entities were invented to survive character encoding translation before UTF-8 was universal. In today's UTF-8 world, é and é are identical — but five entities (&, <, >, ", ') remain essential because they escape characters that have structural meaning in HTML, not encoding meaning. Here's which entities are legacy, which remain necessary, and why   is a special case that's about rendering behavior rather than encoding.

Why Waist Circumference Predicts Metabolic Risk Better Than "Ideal Weight" — and How to Measure It Correctly
Health Jun 22, 2026

Why Waist Circumference Predicts Metabolic Risk Better Than "Ideal Weight" — and How to Measure It Correctly

Waist circumference and waist-to-height ratio predict metabolic risk better than ideal weight formulas — because they measure where fat is stored, not just how much. Here's the WHO vs NIH waist measurement protocols (which differ by 3-7 cm on the same person), the ethnicity-adjusted thresholds for waist circumference, why waist-to-height ratio's universal 0.5 threshold works across sexes and ethnicities, and how to use ideal weight alongside these measurements for a more complete picture.

A 7% RD Earns 4.9% After Tax at the 30% Slab — How to Actually Compare RD Returns to PPF and SSY
Calculators Jun 22, 2026

A 7% RD Earns 4.9% After Tax at the 30% Slab — How to Actually Compare RD Returns to PPF and SSY

RD interest is taxable as income at your slab rate — so a 7% RD for a 30% slab taxpayer delivers roughly 4.9% post-tax. Here's how TDS on RD works (Form 15G/15H, ₹40,000 threshold), the post-tax RD comparison against PPF and SSY (both EEE exempt at similar nominal rates), why RD still makes sense for short-to-medium goals and senior citizens, and how to evaluate bank rate spreads given DICGC insurance limits.

Why Not All Tax Deductions Are Equal: Pension Relief, Gift Aid, and the Order That Changes Your Bill
Calculators Jun 22, 2026

Why Not All Tax Deductions Are Equal: Pension Relief, Gift Aid, and the Order That Changes Your Bill

Income tax is calculated on what's left after deductions — but the type and order of deductions changes your final bill even when the total amount is the same. Here's why pension contributions that reduce "Adjusted Net Income" can restore the personal allowance (creating 60% effective relief near £100k), how Gift Aid works in two directions, why the April 5th timing boundary matters, and the capital vs revenue distinction for business expenses.

Your SEO Checklist Has 847 Issues — Here's How to Decide Which 10 Are Worth Fixing
SEO Jun 22, 2026

Your SEO Checklist Has 847 Issues — Here's How to Decide Which 10 Are Worth Fixing

An SEO checklist returns findings — not priorities. A missing H1 on a 3-visitor page and a slow load time on a 50,000-visitor page are both "failures" with completely different business impact. Here's the impact-effort matrix for SEO issue prioritization, why fixing checklist issues on your top 20 pages by traffic has more impact than fixing them across all pages uniformly, and why technical and on-page issues should be separate workstreams with different owners.

When Changing a Slug Is Worth the SEO Cost — and the Exact Sequence to Follow When It Is
Text Tools Jun 22, 2026

When Changing a Slug Is Worth the SEO Cost — and the Exact Sequence to Follow When It Is

Changing a URL slug after publishing has permanent SEO consequences — but so does keeping a slug that contains a wrong date, a discontinued product name, or a keyword that's shifted. Here's when slug changes are genuinely warranted (vs when they're not worth the disruption), the correct 301-redirect-then-update-internal-links sequence, why CMS auto-slug-regeneration on title edit destroys rankings, and why year-in-slug is almost always a decision you'll regret.

Unix Timestamps: Why 1970, What Happens Before It, and Why 2038 Still Matters for Some Systems
Developer Jun 22, 2026

Unix Timestamps: Why 1970, What Happens Before It, and Why 2038 Still Matters for Some Systems

Unix timestamp 0 is January 1, 1970 — chosen somewhat arbitrarily by early Unix developers and now inherited by virtually every language, database, and API. Here's why negative timestamps (pre-1970) work in some systems and break in others, the Y2K38 problem's detailed mechanics (which embedded systems are still at risk), and why JavaScript's 13-digit millisecond timestamps cause a constant source of "date showing as 1970" bugs.

Why 60 km/h on a Narrow Road Feels Faster Than 100 km/h on a Motorway: The Psychology of Speed
Converters Jun 21, 2026

Why 60 km/h on a Narrow Road Feels Faster Than 100 km/h on a Motorway: The Psychology of Speed

A Formula 1 car's 360 km/h and a narrow country road's 60 km/h can feel similarly alarming — because speed perception isn't a direct reading of velocity. It's constructed from optic flow (how fast the visual scene changes), reference objects, and adaptation state. Here's why motorways feel slower than they are, the speed-adaptation illusion at exits, and why knots and Mach aren't just alternative units but reflect physically meaningful properties of their respective domains.

Why a /16 Network with 65,534 Addresses Is Often the Wrong Design — Broadcast Domains, Segmentation, and VLSM
Internet Jun 21, 2026

Why a /16 Network with 65,534 Addresses Is Often the Wrong Design — Broadcast Domains, Segmentation, and VLSM

A flat /16 network means every broadcast reaches all 65,534 devices and a compromised machine can reach every other device directly. Subnetting reduces broadcast domains and enables firewall policy enforcement at subnet boundaries. Here's why broadcast domain size determines network scalability, the trust-zone segmentation model (DMZ, application, database, management, users), VLSM for right-sizing allocations, and the RFC 1918 private address ranges.