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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

More Terrible Slack Setups

1•zeitgeistcowboy•1m ago•0 comments

St Helena loses commercial flights after safety downgrade

https://www.ch-aviation.com/news/163720-st-helena-loses-commercial-flights-after-safety-downgrade
1•beeforpork•1m ago•0 comments

Real-Time AI Built Directly in the T-Mobile Network

https://finance.yahoo.com/news/america-best-network-unleashes-another-123200491.html
1•ulrischa•2m ago•0 comments

Should your developer company go open source?

https://extremefoundership.substack.com/p/should-your-developer-company-go
2•paraphrenia•4m ago•0 comments

Awesome Vibe Coding – 245 AI coding tools and resources

https://github.com/taskade/awesome-vibe-coding
1•johnxie•4m ago•0 comments

Accelerating Mathematical and Scientific Discovery with Gemini Deep Think

https://deepmind.google/blog/accelerating-mathematical-and-scientific-discovery-with-gemini-deep-...
3•zuzatm•4m ago•0 comments

Rebuilding the IBM 701C Butterfly Keyboard Laptop.io

https://hackaday.io/project/204953-rebuilding-the-ibm-701c-butterfly-keyboard-laptop
2•rbanffy•5m ago•1 comments

Cancer might protect against Alzheimer's – this protein helps explain why

https://www.nature.com/articles/d41586-026-00222-7
2•bookofjoe•6m ago•0 comments

Show HN: MOL – A programming language where pipelines trace themselves

https://github.com/crux-ecosystem/mol-lang
2•MouneshK•6m ago•0 comments

A Visual Source for Shakespeare's 'Tempest'

https://profadamroberts.substack.com/p/a-visual-source-for-shakespeares
2•seegodanddie•6m ago•0 comments

Python Steering Council pleased to accept PEP 814 – Add frozendict built-in type

https://discuss.python.org/t/pep-814-add-frozendict-built-in-type/104854?page=6
1•fratellobigio•8m ago•1 comments

We interfaced single-threaded C++ with multi-threaded Rust

https://antithesis.com/blog/2026/rust_cpp/
1•PaulHoule•8m ago•0 comments

Composer 1.5

https://cursor.com/blog/composer-1-5
2•gmays•8m ago•0 comments

Camera that captures photos to cassette tape

https://hackaday.io/project/205004-digital-analog-tape-picture-camera
2•Jun8•10m ago•0 comments

Adblock Filter List Fingerprinting

https://adbleed.eu/
1•drhonc•13m ago•0 comments

Quantum computing is near. Maryland wants to lead the way

https://www.washingtonpost.com/dc-md-va/2026/02/08/this-maryland-labs-quantum-computer-could-cure...
1•rbanffy•13m ago•0 comments

European Commission breached – investigating mobile hack

https://www.computing.co.uk/news/2026/security/european-commission-breached
4•rbanffy•15m ago•0 comments

Show HN: Wallfacer – Persistent development environments for AI coding agents

https://www.wallfacer.ai/blog/announcing-wallfacer
5•theunquietone•15m ago•0 comments

See no Evil(ginx) / Detecting and stopping AitM phishing threats

https://blog.kulkan.com/see-no-evil-ginx-detecting-and-stopping-aitm-phishing-threats-4b9b368166c3
1•laserspeed•16m ago•1 comments

"Discord alternatives" searches jump 10k% overnight

https://www.windowscentral.com/software-apps/discord-alternative-search-10000-percent-stoat
2•croes•16m ago•0 comments

Client-side EXIF removal instead of uploading photos

1•FrankTheBear•16m ago•0 comments

Just Ring The Bell – A 10-second pause when you feel a craving

https://justringthebell.forgefluir.com
1•forge_craft•18m ago•1 comments

Point of no return: a hellish 'hothouse Earth' getting closer, scientists say

https://www.theguardian.com/environment/2026/feb/11/point-of-no-return-hothouse-earth-global-heat...
3•hackernj•19m ago•0 comments

Ask HN: Got Sidetracked, How to Cope?

1•no_real_skills•19m ago•0 comments

Show HN: Brighten – Employee recognition platform with peer-to-peer rewards

https://www.hellobrighten.com
3•Palavir•20m ago•1 comments

Sac of Enshittification

https://digitalsorceress.com/b/2026-01-10_SAC_of_Enshittification
2•surprisetalk•20m ago•0 comments

The Perfect Device

https://sometimes.digital/posts/the-perfect-device/
1•surprisetalk•20m ago•0 comments

FWD: Re: radioactive fungus email from grandma (2024)

https://taylor.town/radioactive-fungi
1•surprisetalk•20m ago•0 comments

The pitch deck is dead. Write a pitch.md instead

https://www.joanwestenberg.com/the-pitch-deck-is-dead-write-a-pitch-md-instead/
2•surprisetalk•21m ago•0 comments

Show HN: AI People Search Engine for SF

https://fizzbase.com
2•JohnLins•21m ago•1 comments