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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

Dream IDE

https://github.com/dreamide/dream
1•handfuloflight•34s ago•0 comments

Question of the moment: "Should a chatbot manage your bank account?"

https://news.uga.edu/should-a-chatbot-manage-your-bank-account/
1•mikelgan•2m ago•1 comments

Google Site

1•TACO_CODER•4m ago•0 comments

How the Smithsonian Lost America's Plot

https://www.wsj.com/opinion/how-the-smithsonian-lost-americas-plot-622709db
1•petethomas•4m ago•0 comments

NPM v12 Ships with Install Scripts Off by Default, Deprecating 2FA-Bypass Tokens

https://socket.dev/blog/npm-12
1•nreece•4m ago•0 comments

Independent Labs Crack Google's Cryptography Work

https://spectrum.ieee.org/google-quantum-cryptography-zero-knowledge
2•pseudolus•11m ago•0 comments

Meta to build its first $13B data centre in Canada

https://www.ctvnews.ca/business/article/meta-to-build-its-first-13-billion-data-centre-in-canada/
2•dj_rock•16m ago•0 comments

Rewriting Bun in Rust

https://simonwillison.net/2026/Jul/8/rewriting-bun-in-rust/
7•doppp•17m ago•2 comments

Google Discontinues Google Earth Pro for Desktop

https://pxlnv.com/linklog/google-earth-pro-sunset/
2•HotGarbage•18m ago•1 comments

Public LLM benchmarks are mostly garbage

https://grandpacad.com/en/blog/public-benchmarks-misled-me-opus-4-7
1•nateb2022•20m ago•0 comments

Show HN: OpenScreenShot: open-source full-page screenshot and annotation tool

https://openscreenshot.app
1•pghqdev•20m ago•0 comments

GitLab on FreeBSD

https://vermaden.wordpress.com/2026/07/09/gitlab-on-freebsd/
2•vermaden•20m ago•0 comments

Decentralized, encrypted (E2EE), censorship-resistant messenger

https://github.com/harpiabrasil/hydra
1•harpia•24m ago•0 comments

Show HN: I built 38-0, a Premier League draft game with a Poisson match engine

https://www.38-0.pro
2•rankinzheng•24m ago•0 comments

Abnormal Response to Anthropic Lawsuit

https://abnormal.ai/blog/abnormal-response-to-anthropic-lawsuit
3•tjek•28m ago•1 comments

StoryScope: Investigating Idiosyncrasies in AI Fiction

https://arxiv.org/abs/2604.03136
1•cratermoon•29m ago•0 comments

The AI factory: the rewiring of India's tech industry [video]

https://www.ft.com/video/5a5733ea-f8fa-488f-906d-418584b8bc36
1•petethomas•29m ago•0 comments

Space Lasers Show How Venezuela's Earthquakes Reshaped the Earth's Crust

https://www.wired.com/story/space-lasers-show-venezuela-earthquakes-reshaped-earth-crust/
1•bookmtn•30m ago•0 comments

Banks, card networks, fintechs partner on 'low-cost' stablecoin

https://www.bankingdive.com/news/stablecoin-open-standard-bridge-abrams-bny-stripe-mastercard-vis...
1•petethomas•30m ago•0 comments

How to Meet Word Count for School Assignments

https://fastwordcount.com/blog/how-to-meet-word-count-for-school-assignments/
2•rajkverma123•34m ago•0 comments

Bull Bitcoin challenges EU's DAC8 crypto surveillance rules in French court

https://thecoinheadlines.com/crypto/bull-bitcoin-challenges-eus-dac8-crypto-surveillance-rules-in...
2•Alan_Writer•37m ago•1 comments

Search engine that donates 51% profits to charity

https://1.org/
2•adityamwagh•39m ago•1 comments

Show HN: Cyrinx (36kbps Acoustic Transport)

https://cyrinx.org/
2•dweekly•40m ago•0 comments

Accessibility in Gnome

https://blogs.gnome.org/sophieh/2026/07/07/accessibility-in-gnome/
2•birdculture•41m ago•1 comments

Felons, Fraudsters Flog Offensive Cybersecurity Startup

https://krebsonsecurity.com/2026/07/felons-fraudsters-flog-offensive-cybersecurity-startup/
1•tortilla•42m ago•0 comments

Ghost – real-time AI that tells you what to say during job interviews

https://ghostinterview.dev
1•ABO_Studios•47m ago•0 comments

Gated Frontier Model = the Fall of Capitalism

https://www.elevair.org/letter
1•campbellhendee•48m ago•0 comments

1 down, 1 to go: Aptera clears first federal hurdle

https://aptera.us/epa-release/
1•TeaVMFan•51m ago•1 comments

Tinfoil Pigeons – see the aircraft overhead

https://tinfoilpigeons.com/
1•gnabgib•57m ago•0 comments

Compiler for LLMs, world models, and AGI

https://arxiv.org/abs/2607.04542
1•OsamaJaber•58m ago•0 comments