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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

Which AI Model Asks Questions Intelligently?

1•aashu_bel•3m ago•0 comments

SymPy – a Python library for symbolic mathematics

https://docs.sympy.org/latest/tutorials/intro-tutorial/intro.html
1•tzury•4m ago•0 comments

Why Python and Htmx is Dominating in 2026

https://dev.to/syedahmershah/react-is-overkill-why-python-htmx-is-dominating-in-2026-17ib
1•indigodaddy•4m ago•0 comments

TikTok Performance Problems and Feed Instability: What's Going Wrong and How To

http://www.fixtech.co.ke/2026/05/tiktok-performance-problems-and-feed.html
1•rindodi•6m ago•0 comments

Henry Ford on Thomas Edison

1•silexia•6m ago•0 comments

Did we just time-traveled?

https://github.com/xs-lang0/xs
1•modinfo•8m ago•1 comments

Def

1•demonlord_•10m ago•0 comments

The Fragmented Simulation Hypothesis:A computational modelfor why DéjàVu happens

https://medium.com/@scsteffes/a-computational-hypothesis-for-déjà-vu-the-fragmented-simulation-er...
1•LiquidSmooth•14m ago•0 comments

Who are the Japanese? DNA discovery rewrites history

https://www.sciencedaily.com/releases/2026/05/260514003314.htm
1•stmw•15m ago•0 comments

Overworked AI Agents Turn Marxist, Researchers Find

https://slashdot.org/story/26/05/14/067254/overworked-ai-agents-turn-marxist-researchers-find
1•tom2026hn•18m ago•1 comments

So you want Slowly Changing Dimension? (2023)

https://www.dolthub.com/blog/2023-06-22-slowly-changing-dimension/
1•wonger_•18m ago•0 comments

Best practices for computer and browser use with Claude

https://claude.com/blog/best-practices-for-computer-and-browser-use-with-claude
1•tortilla•24m ago•0 comments

Major VPN provider says it could leave Canada over lawful access bill

https://www.ctvnews.ca/politics/article/major-vpn-provider-says-it-could-leave-canada-over-lawful...
2•ethanplant•26m ago•1 comments

Orion PDA – A pocket device to take notes and play music

https://orionpda.org/yt
2•wbsun•27m ago•0 comments

A live hantavirus outbreak tracker auto-curated by Claude

https://aihuynya.com/hanta/
1•antroos•38m ago•1 comments

I want to create fintech in Latam, someone with experience can guide me?

1•cleanIsGud•46m ago•0 comments

Cloudflare Based URL Shortener Open Source

https://github.com/clarkhacks/RdRx
1•clarkhacks•48m ago•0 comments

I built a sports partner matching app because finding players in BA is broken

https://movea.com.ar/
1•cleanIsGud•48m ago•0 comments

Universal file converter, one handlers table

https://github.com/freeaigit/free-convert
1•nadermx•50m ago•0 comments

California's Battery Array Is as Powerful as 12 Nuclear Power Plants

https://zolairenergy.com/californias-battery-array-is-as-powerful-as-12-nuclear-power-plants-here...
2•zingerlio•53m ago•0 comments

Schanuel's Conjecture and the Semantics of Triton's FPSan

https://cp4space.hatsya.com/2026/05/03/schanuels-conjecture-and-the-semantics-of-fpsan/
2•c1ccccc1•1h ago•0 comments

Astrometry – automatic recognition of astronomical images

https://github.com/dstndstn/astrometry.net
1•modinfo•1h ago•0 comments

CVE-2026-40369 – Windows Kernel Elevation of Privilege Vulnerability

https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-40369
4•l2dy•1h ago•1 comments

My Mental Model of Learning

https://gcapu.com/posts/on_learning.html
1•gcapu•1h ago•1 comments

What we should be afraid of in AI (2021)

https://roganov.me/blog/ai-real-fears/
1•IFC_LLC•1h ago•0 comments

Ask HN: Is there anything built around AI context drift problem to fix?

1•abhishek2580•1h ago•2 comments

Show HN: 3D Tetris

http://www.hb.codes/
1•HBcodes•1h ago•1 comments

Agentic Memory – The Follow Up

https://blog.mikiobraun.de/2026/04/agentic-memory-the-follow-up
1•car•1h ago•0 comments

California governor candidate under investigation over payments to influencers

https://www.washingtonpost.com/technology/2026/05/15/tom-steyers-influencer-campaign-triggers-cal...
5•MilnerRoute•1h ago•0 comments

AWS found bugs in 60% of requirements. Its fix is 50-year-old logic engine

https://thenewstack.io/kiro-requirements-analysis-automated-reasoning/
1•nslog•1h ago•0 comments