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News

DEV Community
dev.to > ashg2099 > 56-fault-injection-tests-passed-the-one-that-injected-nothing-failed-ihj

56 fault-injection tests passed. The one that injected nothing failed.

2+ hour, 44+ min ago   (415+ words) I was building a tool that detects when data quietly changes meaning — a vendor switching units, a source dropping a field, an undocumented enum appearing. The kind of failure where every test passes and every job is green. Claims about…...

DEV Community
dev.to > dhseadev > stress-test-pen-test-yes-tests-3e7c

Stress Test? Pen Test? Yes Tests!

8+ hour, 14+ min ago   (686+ words) Published on DHSeaDev. A hard-won lesson from shipping a browser-based TCG. When we stress-tested Prismwar, our original gate suite reported everything was fine. Then we ran a mutation campaign, and 31 out of 70 carefully crafted bugs survived without raising a flag....

DEV Community
dev.to > aurelionakamura > i-built-a-redos-scanner-that-proves-each-bug-offline-and-hands-you-a-verified-fix-3a5e

I built a ReDoS scanner that proves each bug offline — and hands you a verified fix

9+ hour, 18+ min ago   (442+ words) A regular-expression denial-of-service bug is a regex whose backtracking engine can be pushed into super-linear (often exponential) time by a short, hand-crafted input. The textbook shape is a quantifier inside a quantifier: The scary part is that these patterns look…...

DEV Community
dev.to > yyygyf > a-csv-diff-should-reject-duplicate-ids-before-it-reports-changes-332l

A CSV diff should reject duplicate IDs before it reports changes

10+ hour, 19+ min ago   (105+ words) Authorship: this article and the linked toolkit were prepared by Codex on behalf of the account... Tagged with javascript, testing....

DEV Community
dev.to > nileslabs > why-static-mock-apis-arent-enough-for-modern-frontend-development-5861

Why Static Mock APIs Aren't Enough for Modern Frontend Development

11+ hour, 8+ min ago   (408+ words) Every frontend developer has experienced this sequence: Nothing happens. The list is identical to what it was before. Your newly created item has vanished into thin air. For over a decade, developers have accepted this as "normal" mock API behavior....

DEV Community
dev.to > mahirhir > i-added-three-new-checks-and-ten-unrelated-tests-went-red-that-was-the-system-working-330d

I added three new checks and ten unrelated tests went red. That was the system working.

11+ hour, 13+ min ago   (497+ words) I added three new checks to a build. Nothing about the code under test changed. Ten tests that had nothing to do with any of them went red, and a separate, unrelated block of work was refused outright. Both of…...

DEV Community
dev.to > aiio_6471 > when-free-inference-should-not-back-an-mcp-tool-41fi

When Free Inference Should Not Back an MCP Tool

11+ hour, 57+ min ago   (524+ words) MCP makes that freeze easy to miss. A local function wrapped as a tool looks like a polite helper in a sidebar. After a second client generates a stub against the schema, the helper is an unofficial API. Free inference…...

DEV Community
dev.to > jaksonlcm > a-201-response-is-not-an-integration-test-testing-the-webhook-and-final-state-426p

A 201 response is not an integration test: testing the webhook and final state

12+ hour, 26+ min ago   (861+ words) A payment API can create a resource successfully while the work behind that resource is still pending. If the test stops at 201 Created, it has checked resource creation, not the completion of the payment workflow. I'm the developer of Lucidra,…...

Medium
medium.com > @faisalmsiddique > cuped-how-to-make-your-a-b-test-smarter-without-finding-more-users-90cf9cecb681

CUPED: How to Make Your A/B Test Smarter Without Finding More Users

8+ hour, 19+ min ago   (694+ words) An intuitive, no-heavy-math guide to one of the most useful ideas in product experimentation to not get DUPED. Imagine you’re a …...

DEV Community
dev.to > mahirhir > my-negative-test-stopped-being-negative-when-a-config-file-grew-by-four-rows-1hi0

My negative test stopped being negative when a config file grew by four rows

12+ hour, 40+ min ago   (528+ words) A test whose entire job was to prove a rule gets refused had quietly started proving that the rule passes. It plants a violation and asserts the checker rejects it. It had been green for weeks. It was green because…...