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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•10mo ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•10mo ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions

Show HN: Context.dev – One API to scrape, enrich, and understand the web

https://www.context.dev
1•ICodeSometimes•1m ago•0 comments

Aunt got scammed and sent $50k+

https://veritrue.ai/
1•cheroll•5m ago•1 comments

I made this app 'Mind Influence Lab' for experimenting consciousness hypothesis

1•Wickeddarko•5m ago•0 comments

To tilt Hungarian election, Russians proposed staging assassination attempt

https://www.washingtonpost.com/world/2026/03/21/hungary-election-interference-russia-orban/
2•vrganj•6m ago•0 comments

An Aural Companion for Decades, CBS News Radio Crackles to a Close

https://www.nytimes.com/2026/03/21/business/media/cbs-news-radio-appraisal.html
2•tintinnabula•8m ago•0 comments

World’s first self-balancing electric motorcycle rolls into production

https://newatlas.com/motorcycles/omoway-omo-x/
2•breve•9m ago•0 comments

Who's Writing the Spec?

https://dekodiert.de/en/articles/wer-spezifiziert
3•sdoering•11m ago•0 comments

7ms E2E graph-RAG retrieval Neo4j Golang rewrite. Reddit called perf "insane"

https://www.reddit.com/r/Rag/s/6O8vTeQufK
3•orneryd•13m ago•0 comments

Blitz – open-source App Store Connect client agents can control

https://github.com/blitzdotdev/blitz-mac
2•minjunes•14m ago•1 comments

DOGE goes nuclear: How Trump invited SV into America's nuclear power regulator

https://www.propublica.org/article/trump-nuclear-power-nrc-safety-doge-vought
4•epistasis•14m ago•0 comments

Show HN: An event loop for asyncio written in Rust

https://github.com/RustedBytes/rsloop
2•yehors•15m ago•0 comments

The Last Testaments of Richard II and Henry IV

https://www.historytoday.com/archive/feature/last-testaments-richard-ii-and-henry-iv
2•Petiver•15m ago•0 comments

WikiBonsai: A Legible Knowledge Layer

https://wibomd.substack.com/p/wikibonsai-a-legible-knowledge-layer
2•manunamz•16m ago•0 comments

Show HN: Simple Terminal Voice Recorder

1•chistev•16m ago•0 comments

ESP-IDF v6.0

https://developer.espressif.com/blog/2026/03/idf-v6-0-release/
2•qpe0•19m ago•0 comments

Geo-Strategy #8: The Iran Trap [video]

https://www.youtube.com/watch?v=7y_hbz6loEo
2•marvinborner•19m ago•0 comments

Show HN: Quarkus Extension for LittleHorse

https://github.com/littlehorse-enterprises/lh-quarkus
1•coltmcnealy•21m ago•0 comments

Show HN: The Two by Two Truth Diagram

https://kmrjohnson55.github.io/truth-diagram/
2•8crazyideas•25m ago•0 comments

The Impact of AI on Game Dev Jobs. Open to Work Crisis

https://darkounity.com/blog-post?id=the-impact-of-ai-on-game-dev-jobs-open-to-work-crisis--177412...
2•hacker_13•25m ago•0 comments

The Genetic Secrets of Sperm Warfare

https://nautil.us/the-genetic-secrets-of-sperm-warfare-1278928
1•marojejian•27m ago•1 comments

DevMem: A CLI Based Auto-Updating Documentation and Changelog Capture

https://fun-tomato-aiuks1hrge.edgeone.app/
1•suryaparida•28m ago•0 comments

Time Nuts

http://leapsecond.com/time-nuts.htm
1•jacquesm•31m ago•0 comments

Attempts to post the latest Trivy security incident have been marked [dead]

https://news.ycombinator.com/from?site=github.com%2Faquasecurity
4•JoshuaDavid•38m ago•3 comments

Floci – A free, open-source local AWS emulator

https://github.com/hectorvent/floci
2•shaicoleman•39m ago•0 comments

Show HN: Airygen – A brand new WordPress SEO plugin

https://www.airygen.com/en
1•terrylinooo•43m ago•0 comments

Aging Redefined: Cognitive and Physical Improvement with Positive Age Beliefs

https://www.mdpi.com/2308-3417/11/2/28
1•marojejian•44m ago•1 comments

Show HN: The Longest Click

https://longest-click.4m1r.dev/
1•4m1rk•46m ago•0 comments

Alternatives for returning multiple values from a Python function

https://stackoverflow.com/questions/354883/alternatives-for-returning-multiple-values-from-a-pyth...
1•slow_typist•48m ago•0 comments

FOMO.nyc – what are you doing tonight?

https://fomo.nyc/
1•mnky9800n•52m ago•0 comments

A Saturday with OpenClaw

https://twitter.com/jeffweisbein/status/2035464534446469606
1•cacklesclub•53m ago•0 comments