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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

App Review Shenanigans

https://kaylees.site//app-review-shenanigans.html
1•latexr•1m ago•0 comments

Four Weeks of a Vegan Diet Alter Signs of Inflammation and Aging

https://www.uniklinik-freiburg.de/en/press/press-releases/detailed-view/6938-vier-wochen-vegane-e...
2•marvinborner•6m ago•0 comments

CrisperWhisper – Speech to Text Model That Transcribes What You Say Verbatim

https://github.com/nyrahealth/CrisperWhisper
1•Curiositry•9m ago•0 comments

The Turpentine Effect (2010)

https://ribbonfarm.com/2010/03/18/the-turpentine-effect/
1•Curiositry•12m ago•0 comments

Pivot to AI safety, I beg you

https://ceselder.substack.com/p/pivot-to-ai-safety-i-beg-you
3•doitLP•13m ago•1 comments

Genius AI Detector

https://geniusaidetector.com/
1•ohjeez•14m ago•0 comments

When the Building Becomes the Computer

https://medium.com/@Radomako/when-the-building-becomes-the-computer-ea91674841e2
1•richieadomako•14m ago•0 comments

Show HN: Find people who share your taste in books, films, and music

https://www.joinstratum.app/
1•JeffreyInyang•16m ago•0 comments

An MCP for Telling the Time?

https://smithery.ai/servers/wolfendentheo/Stamp
1•Facingsouth•16m ago•0 comments

Draw the Rest of the Owl

https://luke.zip/posts/draw-the-owl/
2•yathern•21m ago•0 comments

Show HN: Maths.free – Learn all of maths, in order

https://maths.free/
1•nadermx•21m ago•1 comments

I'm a father who studies the impact of AI: this is what parents need to know

https://www.theguardian.com/technology/2026/sep/06/daniel-susskind-father-studies-ai-artificial-i...
1•lemming•27m ago•1 comments

UN backs new map showing Africa's true relative size with US alone in opposition

https://www.npr.org/2026/09/04/nx-s1-5958611/africa-world-map-un-vote
6•anticorporate•29m ago•0 comments

Ask HN: What is your biggest struggle while learning?

1•Cursed666•29m ago•1 comments

Have the frontier labs mixed up AI safety and security?

https://martinalderson.com/posts/ai-safety-vs-security/
1•ymolodtsov•32m ago•0 comments

Show HN: CellularFlow – Continual-learning LLM using associative memory

https://github.com/celcilin/cellularflow
1•celcilin•34m ago•0 comments

Making a Python interpreter in 1024 bytes

https://austinhenley.com/blog/python1024.html
25•azhenley•36m ago•7 comments

Show HN: Music-player – a music daemon where server and client are one binary

https://github.com/tsirysndr/music-player
1•tsiry•37m ago•0 comments

PortableMind – Offline AI on a USB

https://portablemind.io
1•shaunpud•38m ago•0 comments

Comparison of Power Training vs. Traditional Strength Training in Older Adults

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2792175
1•bookofjoe•38m ago•0 comments

One Hundred Authors Against Einstein

https://archive.org/details/HundertAutorenGegenEinstein
2•tzury•40m ago•0 comments

Show HN: Grsshppr – Hop Devices Across Macs (Wi-Fi/BLE/AWDL)

https://grsshppr.app/
1•PeanutOS•43m ago•1 comments

Every MCP tool argument is model-chosen, so the signature is the boundary

https://fulcrumenterprises.gumroad.com/l/mcp-starter-kit
1•csolomon0704•43m ago•0 comments

Show HN: Chrome-bridge – let any AI agent drive your real logged-in Chrome

https://github.com/siropkin/chrome-bridge
1•siropkin•43m ago•0 comments

Is mathematics about to enter the conservatory?

https://mbmccoy.dev/posts/mathematical-conservatory/
2•_alternator_•48m ago•0 comments

A fresh definition of the product role

https://www.svpg.com/a-fresh-definition-of-the-product-role/
1•jaynate•50m ago•0 comments

GOP issues stark warning to AI companies

https://www.axios.com/2026/08/19/gop-data-center-memo-ai-election
12•cdrnsf•51m ago•5 comments

OpenAI's GPT-6 Astra on ARC-AGI-3 Scored 99.95% with Provider Adapter Harness

https://arcprize.org/results/openai-gpt-6-astra
1•HetPatel106•55m ago•1 comments

Gotham Silicon: 1μ CMOS process that will ship custom chips for –$100 in <24hrs

https://gothamsilicon.com/
3•gregsadetsky•57m ago•0 comments

Python Iceberg

https://aleyan.com/projects/python-iceberg/
3•birdculture•1h ago•0 comments