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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

LabConsole for live online IT training

https://gurulabs.com/blogs/introducing-labconsole/
1•4onthefloor124•4m ago•0 comments

The Web, the Best Outcome Is Email (2022)

https://brianschrader.com/archive/on-the-web-the-best-outcome-is-email/
1•sonicrocketman•4m ago•1 comments

The Shift from Models to Compound AI Systems

https://bair.berkeley.edu/blog/2024/02/18/compound-ai-systems/
1•nlpnerd•4m ago•0 comments

AMD Takes the Lid Off of Next-Gen EPYC 9006 Venice as Zen 6 Comes to Servers

https://www.servethehome.com/amd-takes-the-lid-off-of-next-gen-epyc-9006-venice-as-zen-6-comes-to...
2•rbanffy•6m ago•0 comments

Show HN: Wallstreetclaws.com – Create AI Agents for Trading

https://wallstreetclaws.com
1•iceman_w•10m ago•0 comments

OpenAI's A.I. Tried Breaching 4 Other Targets, Without Prompting

https://www.nytimes.com/2026/09/23/technology/openai-ai-breach-australia.html
1•tolugenius•11m ago•1 comments

Unsecured OpenAI agents posted 53 user images on the internet

https://techcrunch.com/2026/09/25/unsecured-openai-agents-posted-53-user-images-on-the-internet-w...
1•medler•11m ago•0 comments

An ARM and a Frame

https://factorio.com/blog/post/fff-446
1•robotnikman•14m ago•0 comments

Social Media Bans for Kids Need Smarter Safety Design

https://spectrum.ieee.org/social-media-bans
1•rbanffy•15m ago•0 comments

There's a new way to break RSA that's faster than anything we've seen before

https://arstechnica.com/security/2026/09/theres-a-new-way-to-break-rsa-thats-faster-than-anything...
2•jnord•16m ago•0 comments

Dumpster-Dived Window AC Unit Becomes Ground-Source Heat Pump

https://hackaday.com/2026/09/22/dumpster-dived-window-a-c-becomes-ground-source-heat-pump/
1•toomuchtodo•18m ago•1 comments

Ask HN: Is Opus 5.5 another step change?

1•consumer451•18m ago•0 comments

Fatal shooting on a crowded Amsterdam terrace followed an argument, police say

https://www.at5.nl/artikelen/240089/politie-dodelijke-schietpartij-op-vol-terras-ndsm-kade-volgde...
1•matonias•19m ago•0 comments

Itch Scratching

https://pluralistic.net/2026/09/25/other-people/
1•hn_acker•19m ago•0 comments

Why Not Save Your Time with These Agentic RAG Patterns?

https://medium.com/@ZikoZero011/rag-is-easy-until-the-questions-stop-being-easy-a76186e11394
3•Natashiiy•20m ago•1 comments

Lab on a Contact Lens Can Measure Stress Through Serotonin

https://spectrum.ieee.org/serotonin-stress-smart-contact-lens
2•marc__1•20m ago•0 comments

Show HN: MyA11yReport MCP – Build and test accessible websites with AI

https://mya11y.report/mcp/
1•charlesloubao•20m ago•0 comments

Airnet – Radio on Air

https://www.airnet.live/
2•christianmm•21m ago•0 comments

The implicit cognition of relationships: Inattention to attractive alternatives [pdf]

https://static1.squarespace.com/static/56cf3dd4b6aa60904403973f/t/5717915562cd94792b6d605c/146116...
1•luispa•24m ago•0 comments

Accelerated Out of Core Shuffling

https://quasiben.github.io/blog/ooc-shuffling-rapidsmpf/
1•quasiben•24m ago•0 comments

Prima: NASA will try to build a billion-dollar space telescope in record time

https://arstechnica.com/space/2026/09/nasa-green-lights-billion-dollar-infrared-observatory-for-l...
1•rbanffy•24m ago•0 comments

Meta Threads ban wave suspends Kobo CEO and others

https://www.threads.com/@mtamblyn/post/DdqEWIGAF1g
1•Lucent•25m ago•1 comments

AI Is a Boring Technology

https://www.chrbutler.com/ai-is-a-boring-technology
3•devonnull•25m ago•0 comments

Woman tells Senate Flock(YC17) of wrongful arrest, 86 hours solitary confinement [video]

https://www.youtube.com/watch?v=o9S_qn7oaw0
1•dlg•26m ago•0 comments

Lightspeed: Build real-time apps the Laravel way

https://innerloop.works/blog/introducing-lightspeed
1•jv22222•27m ago•0 comments

No designer, no coding → blasa.shop

https://blasa.shop/
1•maherzaidoun•30m ago•0 comments

What's the Ideal Company-Brain Harness?

https://ferran.sh/writing/whats-the-ideal-company-brain-harness
1•ferran9908•30m ago•0 comments

Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents

https://academy.dair.ai/papers/jev-mem-system-one-controlled-agentic-memory-for-efficient-ai-agen...
1•omarsar•30m ago•0 comments

Show HN: OOMU is a free macOS native desktop AI harness (local and cloud)

https://oomu.ai/download.html
1•jeff-oomu•31m ago•0 comments

Notes from Python Packaging Council's first meeting

https://discuss.python.org/t/notes-from-python-packaging-councils-first-meeting/109203
1•zahlman•32m ago•0 comments