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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•12mo ago

Comments

anuragdt•12mo 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•12mo 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•12mo 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

Mac browser for a human that also gives coding agents local APIs

https://github.com/wkdomains/macos-app
1•fcpguru•1m ago•0 comments

Axios Finish Line: Go start a business

https://www.axios.com/2026/05/01/start-business-using-ai-tips
1•petethomas•2m ago•0 comments

Last few hours until Unix Epoch 1777777777

https://www.epoch101.com/epochclock
1•867-5309•8m ago•0 comments

Waymo Drives Off with South Bay Man's Luggage

https://sfist.com/2026/05/01/waymo-drives-off-with-south-bay-mans-luggage-after-trunk-fails-to-open/
3•toss1•9m ago•0 comments

Nature vs. nurture: How much of our personalities are determined at birth?

https://www.bbc.com/future/article/20260501-nature-vs-nurture-how-much-of-our-personalities-are-d...
1•mellosouls•12m ago•0 comments

I Uploaded VUMC's Open Manual of Surgery in Resource-Limited Settings to GitHub

https://github.com/onlinecodeuser/Open-Manual-of-Surgery-in-Resource-Limited-Settings/tree/main
2•HNuseraccount•14m ago•0 comments

Nocturnal migratory birds follow rhythm of the moon

https://www.lunduniversity.lu.se/article/nocturnal-migratory-birds-follow-rhythm-moon
2•hhs•16m ago•0 comments

Who is funding the future of British defence?

https://vulpesetleo.substack.com/p/who-is-funding-the-future-of-british
1•foxandlion•17m ago•0 comments

Cottage – A modern Git based age-encrypted secrets manager for teams

https://github.com/sayanarijit/cottage
1•sayanarijit•18m ago•1 comments

No brain required: This is how the single-celled “Stentor” learns

https://www.ucsf.edu/news/2026/04/431841/no-brain-required-how-single-celled-stentor-learns
2•hhs•19m ago•0 comments

PEP 661 – Sentinel Values, accepted 5 years later

https://peps.python.org/pep-0661/
2•birdculture•19m ago•0 comments

Gute Form

https://de.wikipedia.org/wiki/Gute_Form
1•doener•21m ago•0 comments

AI Wrote the Code. Can Your Enterprise Ship It?

https://stackgen.com/blog/your-ai-wrote-the-code.-can-your-enterprise-actually-ship-it
1•SanjeevSharma•22m ago•0 comments

Ask.com shuts down after 30 years

https://mashable.com/article/ask-jeeves-shut-down
3•el_duderino•23m ago•1 comments

Berkshire Has a Website from the '90s and Buffett Fans Say Don't Mess with It

https://www.wsj.com/tech/personal-tech/berkshire-hathaway-shareholder-meeting-warren-buffett-greg...
2•firexcy•23m ago•0 comments

How the legal opium market shaped global trade - and led to an opioid crisis

https://www.bu.edu/articles/2026/how-the-legal-opium-market-led-to-an-opioid-crisis/
1•hhs•24m ago•0 comments

Former head of 'Pentagon's think tank' joins Anthropic

https://www.defenseone.com/technology/2026/05/former-head-pentagons-think-tank-joins-anthropic/41...
2•Jimmc414•26m ago•0 comments

Tesla owner won $10k in court for Tesla's FSD lies. Tesla is still fighting him

https://electrek.co/2026/05/02/this-tesla-owner-won-10k-in-court-for-teslas-fsd-lies-tesla-is-sti...
5•breve•28m ago•0 comments

Show HN: Language app with spaced repetition and comprehensible input

1•ChadNauseam•28m ago•0 comments

The Claude Delusion: Richard Dawkins believes his AI chatbot is conscious

https://www.dailygrail.com/2026/05/the-claude-delusion-richard-dawkins-believes-his-female-ai-cha...
1•SwellJoe•29m ago•0 comments

Google Summer of Code 2026 selected projects

https://blog.rust-lang.org/2026/04/30/gsoc-2026-selected-projects/
1•kazu11max17•31m ago•0 comments

AI agents are briefly overhyped

https://stevekrouse.com/agent-hype
1•stevekrouse•41m ago•0 comments

To Make Orchestras More Diverse, End Blind Auditions

https://www.nytimes.com/2020/07/16/arts/music/blind-auditions-orchestras-race.html
1•bilsbie•43m ago•1 comments

Meta faces New Mexico trial that could force change to Facebook, other platforms

https://www.reuters.com/legal/government/meta-faces-new-mexico-trial-that-could-force-changes-fac...
5•1659447091•52m ago•0 comments

The Race Is on to Find the Treasure Buried in San Francisco

https://www.nytimes.com/2026/05/02/us/san-francisco-buried-treasure-chest.html
1•mistersquid•55m ago•0 comments

AWS Lightsail's $0.09/GB Bandwidth Overage Is a Trap for Small Projects

https://galaxycloudsolutions.com/blog/aws-lightsail-vs-galaxy-cloud-solutions/
2•rougereaper420•57m ago•0 comments

With $1 Cyberattacks on the Rise, Durable Defenses Pay Off

https://spectrum.ieee.org/ai-cyberattacks-memory-safe-code
1•rbanffy•1h ago•0 comments

Coatue has a plan to buy up land for data centers, possibly for Anthropic

https://techcrunch.com/2026/05/01/coatue-has-a-plan-to-buy-up-land-for-data-centers-possibly-for-...
1•Brajeshwar•1h ago•0 comments

The Computer Programme Episode 1, 1982 [video]

https://archive.org/details/the_computer_programme_ep01
2•petethomas•1h ago•0 comments

Voice-AI-for-Beginners – A curated learning path for developers

https://github.com/mahimairaja/voiceai
2•mahimai•1h ago•0 comments