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Your Dedup Scan Is Over-Counting — Because It Forgot What You Already Fixed

The report said 80 duplicate groups still to resolve. You'd been resolving them for days. You run it again after a big batch and it *still* says 80-ish. The backlog isn't stubborn — the scan is counting work you already finished.

When Your Skills Folder Is a Deploy Target, Not a Drawer

You hardened a skill in the repo, shipped the PR, and the agent kept loading the old one. Or you fixed the live skill by hand, and the versioned copy quietly stayed behind. Same root cause: the copy you run and the copy you version are two different files.

Web Hosting Compared: Uptime, Speed and Real Cost

There is no single best host — only the best host for your site, and the only way to know it is to measure. So this is not a ranking. It is the field of credible candidates, what each one actually advertises, and the short, concrete process for testing them yourself before you pay a rupee or a dollar.

Context Is a Budget: Hygiene Habits for Long Sessions with a Coding Agent

The longer you work with a coding agent, the more its **memory**, not its intelligence, decides whether the session stays sharp or quietly falls apart. A model that reasons brilliantly at hour one can lose the thread by hour four — not because it got dumber, but because the context window filled with clutter and the important decisions scrolled out of reach. Treating that window as a budget you spend deliberately, rather than a buffer that fills by accident, is the single biggest lever most people never pull.

Why Leaving WPML Floods Your Site, and the Order That Prevents It

WPML gives you a beautifully clean multilingual front end. Then you decide to remove it, and the moment you deactivate the plugin, every language you ever added pours into your English site at once. Nothing was deleted. This is the part nobody shows you before you commit.

Breaking

Many-to-One: Why a Mapping Backlog Outgrows Its Target Taxonomy

You're mapping a messy source vocabulary onto a clean target taxonomy. The target has about 5,600 slots, so the job must be roughly 5,600 decisions — right? The backlog is already past 8,900, and still climbing.

The Fix That Didn’t Take: When a Content-Hash Gate Skips Your Code Change

You shipped a fix to how one field is computed, re-ran the pipeline across everything, and it reported a clean run. Then the consistency check still flags those records as wrong. The fix is in the code, the rebuild "ran" — and the records never changed. Your own optimisation skipped them.

Your Dedup Scan Is Over-Counting — Because It Forgot What You Already Fixed

The report said 80 duplicate groups still to resolve. You'd been resolving them for days. You run it again after a big batch and it *still* says 80-ish. The backlog isn't stubborn — the scan is counting work you already finished.

When Your Skills Folder Is a Deploy Target, Not a Drawer

You hardened a skill in the repo, shipped the PR, and the agent kept loading the old one. Or you fixed the live skill by hand, and the versioned copy quietly stayed behind. Same root cause: the copy you run and the copy you version are two different files.