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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

Why Your Summer Wardrobe Should Include UV Protection, Linen Clothing

https://www.bloomberg.com/news/features/2026-08-14/why-your-summer-wardrobe-should-include-uv-pro...
1•petethomas•4m ago•0 comments

California Energy Storage System Survey

https://www.energy.ca.gov/data-reports/energy-almanac/california-electricity-data/california-ener...
1•toomuchtodo•9m ago•1 comments

Theory of Constraints

https://en.wikipedia.org/wiki/Theory_of_constraints
1•diatone•10m ago•1 comments

Destroying My Homelab with Kubernetes – Linux Society UNSW 2026 [video]

https://www.youtube.com/watch?v=U-xqxMQD2QE
2•l-mdev•11m ago•0 comments

Guiding Ships with Moire Patterns

https://tinkerings.org/2018/03/28/guiding-ships-with-moire-patterns/
1•Eridanus2•13m ago•0 comments

TrueStar – AI moderated expert interviews and multi-agent deep research

https://truestar.tech
1•vineetkia•16m ago•0 comments

CosmicOS: An open source Contact message

https://cosmicos.github.io/
2•paulfitz•18m ago•0 comments

We Can't Control the Bots

https://12gramsofcarbon.com/p/tech-things-we-cant-control-the-bots
2•theahura•24m ago•0 comments

Privacy is an underrated advantage in Slack apps

1•alance•28m ago•1 comments

Dots3-Note Preview

https://huggingface.co/dots-studio/dots3-note-prev
1•handfuloflight•31m ago•0 comments

One Moment – A temporary clipboard that lives only in the browser

https://onemoment.me/
1•diosnelayalag•34m ago•0 comments

Attention Through Arithmetic Intensity

https://changyi.fun/posts/attention-arithmetic-intensity/
2•jxmorris12•36m ago•0 comments

Snap Chart AI

https://www.snap-chart.ai/
2•trendyking•40m ago•0 comments

Privibe - LLM Cli Local+privacy+llama.cpp cache branch + Qwen3.x

https://github.com/alainnothere/privibe/tree/main
1•xlayn•46m ago•1 comments

Parts Pairing Kills Independent Repair (2023)

https://www.ifixit.com/News/69320/how-parts-pairing-kills-independent-repair
2•evolve2k•51m ago•0 comments

Show HN: Mic Drop, a real-time multiplayer karaoke game

https://www.micdrop.gg/
2•johnsillings•53m ago•2 comments

Why Buy It When You Can Print It? A DIY Nation Has a Fix for Broken Doodads

https://www.wsj.com/tech/why-buy-it-when-you-can-print-it-a-diy-nation-has-a-fix-for-broken-dooda...
1•mikhael•56m ago•0 comments

Show HN: I built a native app for coding agents with Rust and GPUI

https://waku.sh
2•0x142857•1h ago•0 comments

Jevons Paradox

https://en.wikipedia.org/wiki/Jevons_paradox
3•elsewhen•1h ago•1 comments

Just shared my experience building a full marketplace with Claude

https://initacademy.oyakoo.store/products/build-it-with-ai
1•zooboole•1h ago•0 comments

The AI Bubble Is on Its Last Legs

https://www.youtube.com/watch?v=szK9LIGvW1o
2•cable2600•1h ago•0 comments

So I scraped MIT's blog website, and it is false advertising

https://liamis.dev/blogs/MitWebscraper/MitWebscraper.html
2•ForgottenMail•1h ago•2 comments

An Idiot's Guide to Winning Elections

https://outlookzen.com/2026/08/15/an-idiots-guide-to-winning-elections/
3•whack•1h ago•0 comments

ChatGPT lost 22 points of web share in a year

https://aicharts.grok.me/c/market-share
17•echohive42•1h ago•32 comments

The complete AI SEO playbook: from zero to 4.6M impressions in 3 months

https://github.com/TraceCohenTech/ai-seo-playbook
2•t_cohen•1h ago•0 comments

Do Your Emojis Make You Look Old?

https://www.nytimes.com/interactive/2026/08/12/upshot/emoji-generations.html
3•momentmaker•1h ago•1 comments

Big Pickle on SWE Atlas – Codebase QnA

https://github.com/PhillipChaffee/big-pickle-swe-atlas
2•phillipchaffee•1h ago•0 comments

Timestamp and WACZ/WARC Script via ArchiveWeb.page

https://gist.github.com/atraining/2f5436d26cc80d66ed5ff1bf23865ddf
2•chelm•1h ago•1 comments

SynthID watermarking and removal methods are a joke

https://medium.com/@vektormemory/synthid-watermarking-and-removal-methods-are-a-joke-6ca5680e51ac
2•vektormemory•1h ago•1 comments

Tea5767-Radio-Tuner

https://github.com/turtushig22-blip/tea5767-radio-tuner
9•turtushig22•1h ago•0 comments