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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

Cosmological natural selection: evolution beyond biology

https://www.smithsonianmag.com/science-nature/earths-organisms-developed-via-evolution-some-theor...
1•fidrelity•1m ago•0 comments

How Claude is accelerating protein design and analytical chemistry

https://www.anthropic.com/research/Claude-accelerates-protein-design
1•starshadowx2•2m ago•0 comments

Does anyone care about HR?

1•drguzman•2m ago•0 comments

Will Autonomous AI Exceed AI-Aided Physicians as the Best Medical Care?

https://jamanetwork.com/journals/jama/fullarticle/2852952?guestAccessKey=562af865-a038-4425-993f-...
1•liamkf•3m ago•0 comments

Want a Simple, Metasearch Engine?

https://github.com/LiamProsser77/gronnfalk
1•Gronnfalk•4m ago•0 comments

Qnote – a notepad in the browser with no account and no cloud

https://qnote.online/
1•yashsharma04•5m ago•0 comments

Strive to Be Earth's Best Employer

1•oenton•13m ago•0 comments

Snake rendered with 576 browser windows

https://codepen.io/editor/GrahamTheDev/pen/019f90a9-1ed9-7d61-927e-31dd5256c79e
1•LouisLazaris•16m ago•1 comments

Puzzle nights are up 151% and my team works alone

https://dev.profullstack.com/~anthony/blog/017-post.html
2•buffer_overlord•16m ago•0 comments

Palomar: A registry of Lean verified mathematics

https://terrytao.wordpress.com/2026/08/18/palomar-a-registry-of-lean-verified-mathematics/
2•matt_d•21m ago•0 comments

Reasons to Avoid Seed Oils [video]

https://www.youtube.com/watch?v=EIKFuUnfeW4
1•pinkmuffinere•23m ago•0 comments

Tech Transparency Project – Holding Big Tech Accountable

https://www.techtransparencyproject.org/
2•dotcoma•23m ago•0 comments

"the mandate" a short fiction by Grok 4.6 on technological singularity

https://www.echohive.ai/the-mandate-singularity-fiction
1•echohive42•25m ago•0 comments

An Engineer as Civil Servant

https://govinsider.asia/intl-en/article/an-engineer-as-civil-servant
1•doppp•25m ago•0 comments

SniffCat – A free API for checking and reporting abusive IPs

https://sniffcat.com/
1•sefinek•26m ago•0 comments

Show HN: Warp DD – AI that analyzes technology ecosystems in ~30 seconds

https://warpdd.com
1•masato_furuno•37m ago•0 comments

Meta's blockbuster trial draws parallels to big tobacco

https://www.economist.com/business/2026/08/18/metas-blockbuster-trial-draws-parallels-to-big-tobacco
10•newsomix9xl•38m ago•0 comments

Keenpix – an OSS image CDN with predictable managed pricing

https://keenpix.com/
1•lord007tn•47m ago•1 comments

The End-State Fallacy: Where Is AI Security Headed?

https://endstatefallacy.com/
1•allanbreyes•49m ago•0 comments

Universal Dive Data Format

https://wrobell.dcmod.org/uddf/
2•nvahalik•50m ago•0 comments

Sutton and Javed: Why AI Models Stop Learning, and How to Start It Again [video]

https://www.youtube.com/watch?v=xH7U7w9Qzlo
2•abetusk•50m ago•0 comments

OpenAI halts testing, slows development after rogue model hacked Hugging Face

https://www.abc.net.au/news/2026-08-19/openai-slows-development-pauses-testing-after-hugging-face...
1•scorpioxy•52m ago•1 comments

She told no one about her agony except ChatGPT. What her death reveals about AI

https://www.npr.org/2026/08/18/nx-s1-5929575/ai-suicide-risks-mental-health
4•newsomix9xl•53m ago•1 comments

SpaceX tugs Starship into port after 24 days at sea

https://arstechnica.com/space/2026/08/its-christmastime-at-spacex-as-company-salvages-starship-fr...
2•Metacelsus•53m ago•0 comments

In a Heat Wave, Schizophrenia Is Much Deadlier Than Any Other Medical Condition

https://www.wired.com/story/heat-wave-schizophrenia/
1•littlexsparkee•53m ago•0 comments

Xerox invented the modern PC, then priced the Star at $16,595 (1981)

https://www.youtube.com/watch?v=a77jCSD6r_M
3•adhikaribipin•55m ago•0 comments

RF Cafe

https://www.rfcafe.com/
4•gregsadetsky•57m ago•0 comments

Show HN: Automatically detect and patch walking-dead states in Sierra games

https://github.com/katiahayati/lucasartsifier/
3•wkfauna•1h ago•1 comments

OpenLogi

https://openlogi.org/en
12•amatheus•1h ago•1 comments

Show HN: SubTrends – 18 years of Reddit data across 100K+ subreddits

https://subtrends.io/
2•dataneedscoffee•1h ago•0 comments