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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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

Notepad++ v8.8.9 release: Vulnerability-fix

https://notepad-plus-plus.org/news/v889-released/
1•Archelaos•38s ago•0 comments

The Chinese AI Iceberg [video]

https://www.youtube.com/watch?v=XFhUI1fphKU
1•lawrenceyan•39s ago•0 comments

Show HN: C-compiler to compile TCC for live-bootstrap

https://github.com/FransFaase/MES-replacement
1•fjfaase•4m ago•0 comments

Jq Language Description

https://github.com/jqlang/jq/wiki/jq-Language-Description
1•behnamoh•5m ago•0 comments

You Look Like Shit > How Are You?

https://andys.blog/you-look-like-shit/
1•andytratt•6m ago•0 comments

Oklo's plan to turn leftover weapons-grade plutonium into a nuclear bridge fuel

https://sherwood.news/tech/inside-oklos-audacious-plan-to-turn-leftover-weapons-grade-plutonium-i...
1•donohoe•8m ago•0 comments

Explaining the Widening Divides in US Midlife Mortality: Is There a Smoking Gun?

https://www.nber.org/papers/w34553
2•bikenaga•9m ago•0 comments

Saturn's moon Titan may not have a buried ocean as long suspected

https://apnews.com/article/saturn-moon-titan-cassini-nasa-826b80d16af4a5ba7c37726285d6e036
1•croes•11m ago•0 comments

OpenAI Is Maneuvering for a Government Bailout

https://prospect.org/2025/11/07/openai-maneuvering-for-government-bailout/
1•boh•13m ago•0 comments

Are Apple Gift Cards Safe to Redeem?

https://daringfireball.net/linked/2025/12/17/are-apple-gift-cards-safe-to-redeem
1•cjbconnor•14m ago•0 comments

Merriam-Webster Word of the Year 2025: Slop

https://apnews.com/article/merriam-webster-dictionary-word-year-2025-slop-2dffb2379cac6001aa30e14...
1•karakoram•15m ago•0 comments

A third-party breach led to an extortion attempt using Pornhub data

https://fablesecurity.com/resources/blog/blog-pornhub-breach/
1•jamiebarnett•15m ago•0 comments

Cosmic Blast May Be First-Ever Superkilonova Observed

https://www.scientificamerican.com/article/strange-cosmic-blast-may-be-first-ever-superkilonova-o...
1•akshay326•20m ago•0 comments

The Race for College Admission

https://www.peachykeenan.com/p/the-race-for-college
1•bilsbie•21m ago•0 comments

A Time of Technical Deflation

https://www.danshapiro.com/blog/2025/12/this-is-a-time-of-technical-deflation/
1•danshapiro•22m ago•0 comments

Native NVMe in Windows Server 2025: Ushering in a New Era of Storage Performance

https://techcommunity.microsoft.com/blog/windowsservernewsandbestpractices/announcing-native-nvme...
2•ksec•23m ago•0 comments

Venezuela's Navy Begins Escorting Ships as U.S. Threatens Blockade

https://www.nytimes.com/live/2025/12/17/us/trump-news
3•belter•25m ago•0 comments

Real-time fleet data, trip logging, and analytics for Tesla robotaxis

https://www.teslarobotaxitracker.com/
1•hnburnsy•26m ago•0 comments

Gut Bacteria from Amphibians and Reptiles Achieve Complete Tumor Elimination

https://www.jaist.ac.jp/english/whatsnew/press/2025/12/17-1.html
3•Xunxi•27m ago•0 comments

As reefs vanish, assisted coral fertilization offers hope in Dominican Republic

https://apnews.com/article/coral-reef-restoration-fertilization-climate-environment-dominican-329...
2•petethomas•29m ago•0 comments

Google Search now hides the number of results by default (2024)

https://9to5google.com/2024/05/07/google-search-hides-number-of-results/
1•bariumbitmap•30m ago•0 comments

Open Game Eval: an eval for agentic Lua game development in Roblox

https://github.com/Roblox/open-game-eval
2•kartayyar•32m ago•0 comments

Coinbase announces stock trading and new Kalshi-based prediction markets

https://fortune.com/2025/12/17/coinbase-announces-stock-trading-and-new-kalshi-based-prediction-m...
1•Olshansky•35m ago•0 comments

America's Work-from-Home Capitals Are in a Sorry State

https://www.economist.com/graphic-detail/2025/11/27/americas-work-from-home-capitals-are-in-a-sor...
5•karakoram•38m ago•2 comments

Warmer ocean currents significantly destabilize ice sheets,driving their retreat

https://phys.org/news/2025-12-warmer-ocean-currents-significantly-destabilize.html
1•bikenaga•40m ago•1 comments

OpenGameEval: Eval Framework to Benchmark Agentic AI Assistants

https://corp.roblox.com/newsroom/2025/12/opengameeval-benchmark-agentic-ai-assistants-roblox-studio
5•moneil971•44m ago•1 comments

Gemini 3 Flash

https://simonwillison.net/2025/Dec/17/gemini-3-flash/
2•slig•46m ago•2 comments

American Academy of Pediatrics loses HHS funding after criticizing RFK Jr.

https://www.washingtonpost.com/health/2025/12/17/aap-hhs-funding-rfk/
67•voxadam•47m ago•18 comments

Young People's Mental Health Is Improving. Tech Alarmists Take Note

https://reason.com/2025/12/15/young-peoples-mental-health-is-improving-tech-alarmists-take-note/
1•pseudolus•49m ago•1 comments

The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5188231
1•_____k•53m ago•0 comments