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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

The History of "Prisencolinensinainciusol"

https://dirkdeklein.net/2026/02/03/the-fascinating-history-of-prisencolinensinainciusol-the-nonse...
1•NaOH•1m ago•0 comments

There's Something Else We Should Be Worrying About

https://www.nytimes.com/2026/05/31/opinion/artificial-intelligence-public-good.html
1•paulpauper•2m ago•0 comments

Steam Deck sells out in North America within 24 hours of price hike

https://arstechnica.com/gaming/2026/05/despite-price-hike-steam-deck-is-already-sold-out-in-north...
6•frutiger•4m ago•1 comments

Recto: Open-source internal-linking and orphan-page auditor (Cloudflare)

https://github.com/eikiyo/recto
2•Eikiyo•5m ago•2 comments

Government Relations (2020)

https://about.usps.com/postal-bulletin/2020/pb22539/html/info_004.htm
2•Tomte•6m ago•0 comments

Netflix Wiz creates app to slash AI bills, then open sources it

https://www.theregister.com/ai-ml/2026/05/31/netflix-wiz-creates-app-to-slash-ai-bills-then-open-...
2•joebuckwilliams•7m ago•0 comments

The Authorization Paradox: Who Has the Keys to Your AI? [video]

https://www.youtube.com/watch?v=5UUpxgcGKXk
1•mooreds•9m ago•0 comments

San Francisco home accepts OpenAI, Anthropic stock as payment for $2.9M sale

https://cryptobriefing.com/san-francisco-home-accepts-ai-stock-payment/
1•petethomas•9m ago•0 comments

Phrases that need to die before I do

https://jerodsanto.net/2026/02/normalize-not-saying-this-stuff/
1•mooreds•10m ago•0 comments

Scaling Infrastructure as Code: 5 to 1k workspaces

https://www.ordisi.us/posts/2026_1_scaling/
2•mooreds•11m ago•0 comments

Rust Coreutils 0.9 Released with Additional Security Hardening, Zero-Copy I/O

https://www.phoronix.com/news/Rust-Coreutils-0.9
2•Bender•13m ago•0 comments

Linux 7.1-rc6 To Hide The Documentation On "clearcpuid" Feature

https://www.phoronix.com/news/Linux-7.1-Hide-Docs-clearcpuid
2•Bender•13m ago•0 comments

KDE Linux Prunes Its Insecure and Unused Software

https://www.phoronix.com/news/KDE-Linux-May-2026
1•Bender•14m ago•0 comments

Iceland Finance Ministry says costs of own currency outweigh benefits

https://cryptobriefing.com/iceland-krona-costs-outweigh-benefits/
4•TMWNN•16m ago•0 comments

Gather. an invite-only events board for close groups

https://zuccigather.com/welcome
2•zuccidevs•17m ago•0 comments

Codex just found a "workaround" of not having sudo on my PC

https://twitter.com/i/status/2060746160558543217
17•thunderbong•18m ago•2 comments

Felix86 26.06: Some Gaming

https://felix86.com/felix86-26-06/
1•camel-cdr•19m ago•0 comments

Singing Telegram

https://en.wikipedia.org/wiki/Singing_telegram
1•aragonite•20m ago•0 comments

Remember when people said open video codecs would never win? – OSnews

https://www.osnews.com/story/145160/remember-when-people-said-open-video-codecs-would-never-win/
1•abdelhousni•20m ago•0 comments

Kiki – a tiny homepage construction kit with a small footprint

https://tomotama.com/kiki
3•tobr•21m ago•0 comments

The status quo should be fluent

https://www.leadinginproduct.com/p/status-quo-fluent
1•benkan•24m ago•0 comments

Renewable energy is overtaking traditional power projects across Africa

https://apnews.com/article/solar-battery-renewable-africa-hydro-6bdcc8449fd19fe0108eac827e0bd170
3•benkan•24m ago•1 comments

AI agents get their own phone directory built atop DNS

https://www.theregister.com/ai-ml/2026/05/28/ai-agents-get-their-own-phone-directory-built-atop-d...
3•benkan•25m ago•0 comments

Why Julia's GPU Accelerated Ode Solvers Are 20x-100x Faster Than Jax and PyTorch

https://www.stochasticlifestyle.com/why-julias-gpu-accelerated-ode-solvers-are-20x-100x-faster-th...
3•leephillips•26m ago•0 comments

Open Source Is Free as in Baby (2014)

https://danielcompton.net/dependencies
1•Tomte•27m ago•0 comments

Hal Abelson and Gerald Sussman (RacketCon 2024) [video]

https://www.youtube.com/watch?v=_2qXIDO-cWw
1•tosh•29m ago•0 comments

RIS-Kernel: Running 64k context LLMs on CPU via sparse attention

https://github.com/santosardr/riskernel
1•santosardr•31m ago•0 comments

Are 'mind children' the future of reproduction?

https://www.theguardian.com/books/2026/may/31/are-mind-children-the-future-of-reproduction
2•mitchbob•31m ago•0 comments

Chomsky['s theory of syntax] was wrong. They taught me a lie [video]

https://www.youtube.com/watch?v=w9ahdAH5OOA
2•citadel_melon•32m ago•1 comments

Show HN: Streambed – Stream Postgres to Iceberg on S3, Supports Postgres Wire

https://github.com/viggy28/streambed
2•vira28•33m ago•0 comments