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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y 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•1y 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•1y 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

Netflix stock drops after Q3 revenue falls short

https://finance.yahoo.com/markets/stocks/article/netflix-stock-drops-after-q3-revenue-falls-short...
1•mgh2•1m ago•0 comments

How to report copying review data under Copyright to google

https://www.google.com/
1•nsinghal12•7m ago•0 comments

AI's real bottleneck is data delivery

https://techcrunch.com/sponsor/f5/your-gpus-arent-the-problem-ais-real-bottleneck-is-data-delivery/
1•adithyaharish•9m ago•0 comments

Gradle Technologies is now Develocity

https://develocity.ai/blog/gradle-technologies-is-now-develocity/
1•mccullal8•14m ago•0 comments

Streaming Encryption (2014)

https://www.imperialviolet.org/2014/06/27/streamingencryption.html
1•nivethan•16m ago•0 comments

Asbestos is a tool, just like any other

https://www.osnews.com/story/145530/asbestos-is-a-tool-just-like-any-other/
1•amcclure•16m ago•0 comments

Samsung is testing a network permission toggle feature

https://www.androidauthority.com/samsung-one-ui-9-concentration-feature-3666807/
1•vilasa•19m ago•0 comments

Router ARP/NAT contradict after reload. Client ghost or firmware bug?

1•asdem•20m ago•0 comments

Preempt AI v2 – AI is powerful. Make sure it's safe too

https://www.getpreempt.com/
1•karthikravva•23m ago•0 comments

Barefoot shoes are trendy after years of mockery. Do they work?

https://slate.com/life/2026/07/barefoot-shoes-minimalist-toe-running-sneakers-xero-vibram.html
4•littlexsparkee•26m ago•0 comments

Show HN: PocketVeto is a Bluetooth-only AI agent remote control

https://github.com/pocket-veto/pocket-veto
1•pocket-veto•26m ago•0 comments

OpenAI Staffers Are Funding a Rival Super Pac to Take on Their Boss

https://www.wired.com/story/openai-employees-donations-guardrails-alliance-leading-the-future/
4•1vuio0pswjnm7•28m ago•0 comments

Meta data centre in Alberta to start operating before neighbouring power plant

https://www.cbc.ca/news/canada/edmonton/meta-data-centre-alberta-greenlight-power-plant-9.7266096
3•1vuio0pswjnm7•30m ago•0 comments

Meta axes feature allowing tagging Instagram users to generate AI images of them

https://www.cbc.ca/news/business/meta-instagram-change-ai-settings-9.7265448
2•1vuio0pswjnm7•31m ago•0 comments

Show HN: Human0 – A template to run an autonomous, self-improving code loop

https://github.com/human0-ai/template
1•moshest•31m ago•0 comments

Databricks Set to Hit $188B Valuation with New Investment from Coatue

https://www.wsj.com/tech/ai/databricks-set-to-hit-188-billion-valuation-with-new-investment-from-...
2•jgalt212•32m ago•1 comments

Taliban 'National Keyboard' App Risks User Surveillance

https://www.afintl.com/en/202605276608
3•alephnerd•32m ago•1 comments

Code Ownership and Software Quality: A Replication Study (2015)

https://www.microsoft.com/en-us/research/publication/code-ownership-and-software-quality-a-replic...
2•LAC-Tech•33m ago•1 comments

FCC Officials Took $$$ Gifts from Paramount as Company Needed Approval for Deals

https://www.propublica.org/article/paramount-mergers-fcc-kennedy-center-gala
3•WarOnPrivacy•34m ago•0 comments

Chaldean Mass (Old) [video]

https://www.youtube.com/watch?v=HIZDK1PsJpY
1•marysminefnuf•35m ago•0 comments

Declassified Documents detailing Voting System Vulnerabilities 16-July-2026

https://www.whitehouse.gov/election-integrity/
4•pudgywalsh•36m ago•2 comments

Show HN: Piano Shepherd – a piano game for kids

https://zslava.itch.io/piano-shepherd
1•zslava88•37m ago•1 comments

Show HN: Levity, an open-source logo studio that runs as a single local binary

https://www.logodesignxperts.com/free-logo-tool/
1•abratabia•37m ago•0 comments

More Bounce to the Ounce: The rocket that everyone is too chicken to build

https://mceglowski.substack.com/p/more-bounce-to-the-ounce
2•decimalenough•37m ago•0 comments

Show HN: A LeetCode alternative - learn DSA through visual jigsaw puzzles

https://pqdsa.com/
1•_dragonguy•37m ago•0 comments

Show HN: Mocca – Claude Code wrapper where Plugin takes center stage

https://github.com/valehelle/mocca-hub
1•brighbun•43m ago•0 comments

Agnys – The flight recorder for AI agents

https://agnys.net/
1•ashishrdy•43m ago•0 comments

Show HN: Selenium Boot – Spring Boot's Conventions, Applied to Selenium

https://seleniumboot.com/
2•mdsddmhossain•46m ago•0 comments

Secrets in the ArXiv

https://arxiv.org/abs/2604.20927
2•wawayanda•47m ago•0 comments

Ask HN: How do you handle ticket management across Discord, GitHub, and email?

2•Daniel-Pan•48m ago•1 comments