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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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: Record iOS Screen with Gestures Included

https://demoscope.app/#ios
1•admtal•3m ago•0 comments

Show HN: MiddleDrag: Three-finger trackpad gestures for middle-click on macOS

https://github.com/NullPointerDepressiveDisorder/MiddleDrag
1•NullPointerDD•4m ago•1 comments

America's Debanking Witch Hunt Finds No Evil

https://www.bloomberg.com/opinion/articles/2025-12-11/debanking-witch-hunt-finds-no-evildoing-in-...
1•petethomas•9m ago•0 comments

Show HN: I got my site down to 237kb by ditching Google Analytics

https://deadstack.net/
1•dreadsword•9m ago•0 comments

Malware found in the subtitles of a fake Leonardo DiCaprio movie torrent

https://www.bitdefender.com/en-us/blog/labs/fake-leonardo-dicaprio-movie-torrent-agent-tesla-powe...
2•CGMthrowaway•10m ago•0 comments

Monumental snake engravings of the Orinoco River (2024)

https://www.cambridge.org/core/journals/antiquity/article/monumental-snake-engravings-of-the-orin...
1•bryanrasmussen•10m ago•0 comments

Rethinking armed group control (2022)

https://odi.org/en/publications/rethinking-armed-group-control/
1•bryanrasmussen•12m ago•0 comments

Modos open source e-paper monitor development update

https://www.crowdsupply.com/modos-tech/modos-paper-monitor/updates/highlights-certifications-and-...
2•Curiositry•15m ago•0 comments

Untreated sleep apnea raises risk of Parkinson's, study finds

https://medicalxpress.com/news/2025-11-untreated-apnea-parkinson.html
2•PaulHoule•16m ago•0 comments

Gemini model that would train on all gmail

1•orena•17m ago•0 comments

Show HN: Advent of Acro – A frameworkless PHP/JS video advent-calendar

https://advent.vs.digital/
1•schuhwerk•18m ago•0 comments

Google is building an experimental new browser and a new kind of web app

https://www.theverge.com/tech/842000/google-disco-browser-ai-experiment
1•cryptoz•19m ago•0 comments

Show HN: UJAS – An open-source hiring platform (like WordPress for hiring)

https://github.com/gemini45840-cmyk/UJAS
1•jayteetech•23m ago•0 comments

Mark V Shaney

https://en.wikipedia.org/wiki/Mark_V._Shaney
1•djoldman•27m ago•0 comments

Mercury Personal Banking

https://mercury.com/personal-banking
1•gregimba•34m ago•2 comments

Historic Flooding in Western Washington

https://www.kuow.org/stories/go-now-100-000-evacuated-in-historic-skagit-flood
1•measurablefunc•34m ago•0 comments

Mathgpt.today for Discord

https://mathgpt.today/
1•umeedsto•35m ago•1 comments

6.7 Magnitude Earthquake Strikes Off Northeast Japan

https://www.newsweek.com/6-7-magnitude-earthquake-strikes-off-northeast-japan-11199276
2•ls-a•37m ago•1 comments

Rescued at Sea: How Venezuela's Machado Survived the Riskiest Leg of Her Escape

https://www.wsj.com/world/americas/rescued-at-sea-how-venezuelas-machado-survived-the-riskiest-le...
1•petethomas•37m ago•1 comments

Jonathan Blow has spent the past decade designing 1,400 puzzles for you

https://arstechnica.com/gaming/2025/12/jonathan-blow-has-spent-the-past-decade-designing-1400-puz...
2•furcyd•40m ago•0 comments

Show HN: PowerKit for Tmux – 32 Plugins

https://github.com/fabioluciano/tmux-powerkit
1•fabioluciano•46m ago•0 comments

Forget flowers: These ancient plants attract pollinators by getting hot

https://www.npr.org/2025/12/11/nx-s1-5637486/ancient-heat-producing-plants-glow-infrared-scent-no...
2•andsoitis•53m ago•0 comments

Show HN: ProdE – code change impact and root cause analysis for large codebases

https://prode.ai/
1•curious_nile•58m ago•1 comments

DynamoDB: Resilience and lessons from the Oct 2025 service disruption [video]

https://www.youtube.com/watch?v=YZUNNzLDWb8
1•mooreds•1h ago•0 comments

Sentimental Versioning

https://github.com/dominictarr/sentimental-versioning
2•handfuloflight•1h ago•0 comments

When you don't create things (2020)

https://www.nilkanth.com/when-you-dont-create-things/
2•nreece•1h ago•0 comments

Show HN: Argly – Turn your iPhone into a remote for your Mac [over WiFi]

https://apps.apple.com/us/app/argly/id6755750961
1•tn_•1h ago•1 comments

Show HN: I want to democratise Bloomberg Terminal

https://www.aulico.com/workspaces/new
2•lalalerodas•1h ago•1 comments

Profitability Matters More Than You Think

https://alphaarchitect.com/profitability/
2•conwy•1h ago•0 comments

Congress screwed up on the GENIUS act: stablecoin holders have fifth priority

https://creditslips.org/2025/12/02/sorry-to-break-it-to-you-geniuses-under-the-genius-act-the-hol...
2•semiquaver•1h ago•1 comments