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Developer Tools

Cache-Control cheat sheet: no-cache vs no-store and the rest

no-cache does not mean do not cache. A cheat sheet of Cache-Control directives from RFC 9111, freshness rules, Vary and what to set for private data.

Oct 18, 20264 min read
Developer Tools

How to write a correct package URL (purl) for npm, Maven and PyPI

A purl is pkg:type/namespace/name@version with optional qualifiers. How to write one for npm scoped packages, Maven, PyPI, Debian and containers.

Oct 18, 20263 min read
Developer Tools

How to vet a VS Code extension before installing it

A checklist for judging a VS Code extension: publisher badge, reviews, source repo, license, and what to do if something looks off before you install.

Oct 18, 20264 min read
Developer Tools

How to roll back a bad dependency upgrade merge safely

Step by step rollback of a bad dependency upgrade: git revert for merge and squash commits, lockfile checks, and what to do after the revert.

Oct 18, 20264 min read
Developer Tools

How to read benchmark scores when choosing a small model

Benchmark numbers in model reports are a starting point, not a verdict. Six questions to ask before trusting a score, and how to run your own check.

Oct 18, 20263 min read
Developer Tools

How to read a reachability call path and decide what to do

A reachability finding shows a chain of calls from your code to a vulnerable function. Learn to read it, test it, and decide on a fix or an exception.

Oct 18, 20263 min read
Developer Tools

How to estimate a monthly LLM API bill: a worked example

A step by step method to estimate a monthly LLM API bill, with a worked example using dated public prices and the effect of caching and batch discounts.

Oct 18, 20263 min read
Developer Tools

How to check a dependency before you add it to your project

A short pre-commit routine for new dependencies: do you need it, who maintains it, what it pulls in, and what you will do if it breaks or turns hostile.

Oct 18, 20263 min read
Developer Tools

How prompt caching works: prefix order, expiry and what it saves

Prompt caching reuses a repeated prompt prefix at a lower price. See how the prefix is built, how long entries live, and what a cache read costs.

Oct 18, 20263 min read

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