Cucumber
Ranked 6 of 8 testing frameworks by recommenders
Free BDD framework that runs plain-English Gherkin specs as tests, used for E2E suites and guiding AI agents. Critics say the Gherkin layer adds overhead.
Free BDD framework that runs plain-English Gherkin specs as tests, used for E2E suites and guiding AI agents. Critics say the Gherkin layer adds overhead.
17 people gave an opinion
- recommend it
- 9
- criticize it
- 8
- approval share
- 53%
Recommended in 7 of 13 months
- November 2025: not recommended
- December 2025: recommended
- January 2026: not recommended
- February 2026: not recommended
- March 2026: recommended
- April 2026: recommended
- May 2026: recommended
- June 2026: not recommended
- July 2026: recommended
- August 2026: recommended
- September 2026: recommended
- October 2026: not recommended
- November 2026: not recommended (month in progress)
Why it doesn’t carry the badge
- 9 people recommend itNeeds 10 or more, not met.
- 1.1 recommenders for every criticNeeds 2 to 1 or better, not met.
- Recommended in 7 of 13 monthsNeeds 4 or more, met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Works well with LLMs and coding agents
“Ive had good success using claude code with Cucumber”
Comment from 5 Apr 2026 in “Components of a Coding Agent” “Cucumber works really well with LLMs.”
Comment from 3 May 2026 in “Specsmaxxing – On overcoming AI psychosis, and why I write specs in YAML” Stable E2E tests in practice
“when I threw cucumber into the mix things suddenly got a lot more stable”
Comment from 13 Dec 2025 in “Ask HN: How can I get better at using AI for programming?” “I've used Deno, CucumberJS and Playwright to write E2E test suites”
Comment from 24 Jul 2026 in “Buz – A fork of Bun using modern Zig, with sub-1s incremental builds” Feature files guide AI agents
“I think it starts to make more sense now because you can write the .feature files first”
Comment from 16 Jul 2026 in “Show HN: E– – a language you dial between English and Python” “It's a very nice way to guide the agent in a falsifiable way.”
Comment from 3 Jul 2026 in “Ask HN: Is anyone experimenting with different ways of using LLMs for coding?”
What people warn about
Each mark is one comment
Gherkin layer seen as overhead
“If you strip out all of the cucumber nonsense this is essentially what BDD is”
Comment from 17 Mar 2026 in “Every layer of review makes you 10x slower” “Gherkin/Cucumber and all that ridiculousness”
Comment from 19 Dec 2025 in “Your job is to deliver code you have proven to work” “in the end it’s another DSL”
Comment from 15 Jul 2026 in “Show HN: E– – a language you dial between English and Python” Fails for some users, who lose interest
“BDD and frameworks like Cucumber don't work at all in my experience.”
Comment from 3 May 2026 in “Job Postings for Software Engineers Are Rapidly Rising” “I eventually lost my love for that tool myself”
Comment from 22 Sep 2026 in “Markdown in /src”
Other testing frameworks people recommend
The four most recommended other testing frameworks, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Mockito | 19 | 13 | 59% | 3 | 4 yrs4 owners | — |
| cargo-nextest | 18 | 1 | 95% | 3 | — | — |
| Vitest | 17 | 8 | 68% | 8 | — | Approved |
| Testcontainers | 14 | 3 | 82% | 8 | — | Approved |
| CucumberThis page | 9 | 8 | 53% | 7 | — | — |
What people said
15 of the 18 comments that mention it, newest first. Each links to the original comment.
“I eventually lost my love for that tool myself”
“I think it's interesting as a way to use AI to generate tests”
“I've used Deno, CucumberJS and Playwright to write E2E test suites”
“I think it starts to make more sense now because you can write the .feature files first”
“in the end it’s another DSL”
“It's a very nice way to guide the agent in a falsifiable way.”
“the solution to cucumber problems was always to invest more into cucumber!”
“BDD and frameworks like Cucumber don't work at all in my experience.”
“Cucumber works really well with LLMs.”
“Ive had good success using claude code with Cucumber”
“If you strip out all of the cucumber nonsense this is essentially what BDD is”
“a more programmatic version of this, check out cucumber / gherkin”
“Gherkin/Cucumber and all that ridiculousness”
“some sort glorified Cucumber testing”
“when I threw cucumber into the mix things suddenly got a lot more stable”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.