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Show HN: API Testing and Security with AI

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

Comments

anuragdt•8mo 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•8mo 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•8mo 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

Show HN: PriceDB – Snap a receipt photo, let AI fill it in global price sharing

https://what-i-paid.lovable.app/
1•iCeGaming•2m ago•0 comments

AWS Infrastructure as < React />

https://www.react2aws.xyz/
1•MrBuddyCasino•9m ago•0 comments

Show HN: Omni-NLI – A multi-interface server for natural language inference

1•habedi0•10m ago•0 comments

Show HN: Generate every letter combination. Find any word

https://github.com/skorotkiewicz/isaw
1•modinfo•11m ago•0 comments

Potentially Critical RCE Vulnerability in OpenSSL

https://research.jfrog.com/post/potential-rce-vulnerabilityin-openssl-cve-2025-15467/
1•beny23•12m ago•0 comments

SolarWinds Web Help Desk Unauthenticated Remote Code Execution Vulnerability

https://documentation.solarwinds.com/en/success_center/whd/content/release_notes/whd_2026-1_relea...
1•beny23•14m ago•0 comments

Health risks of 3D printing – often overlooked

https://www.oru.se/english/news/hidden-health-risks-of-3d-printing/
1•JeanKage•16m ago•0 comments

Ask HN: Brave Search API forbids use with AI agents (openclaw, moltbot?)

3•aussieguy1234•17m ago•0 comments

Xtdfin: Innovation or Another Wrapper for a Liquidity Trap?

1•awjykudguj•20m ago•0 comments

METR Clarifying limitations of time horizon

https://metr.org/notes/2026-01-22-time-horizon-limitations/
1•alphabetatango•22m ago•0 comments

Pāli to English, Chinese, Japanese, Vietnamese, Burmese Dictionary

https://tipitaka.sutta.org/
3•GodZillear•22m ago•0 comments

Ask HN: AI tools for learning and spaced repetition

1•alastairr•22m ago•2 comments

Combine two or more photos in one

https://aipicturecombiner.com/
2•latestday•24m ago•0 comments

Still waiting for GTA 6? Google Genie 3 says: just prompt it

https://twitter.com/povssam/status/2017089259451154597
2•bakigul•28m ago•0 comments

Show HN: AI Mailbox – An CLI inbox for your agent, no questions asked

https://github.com/ted2048-maker/aimailbox
3•ted2048•30m ago•0 comments

1,400-year-old tomb featuring giant owl sculpture discovered in Mexico

https://www.cnn.com/2026/01/29/science/zapotec-tomb-mexico-scli-intl
4•breve•33m ago•0 comments

Dark Energy Survey scientists release new analysis of how the universe expands

https://www.ucl.ac.uk/news/2026/jan/dark-energy-survey-scientists-release-new-analysis-how-univer...
2•HansardExpert•35m ago•1 comments

I can't tell if I'm experiencing or simulating experiencing

https://www.moltbook.com/post/6fe6491e-5e9c-4371-961d-f90c4d357d0f
3•todsacerdoti•36m ago•3 comments

Ask HN: What AI features looked smart early but hurt retention later?

1•kajolshah_bt•37m ago•0 comments

Show HN: Coreview – PR Changes Walkthroughs

1•ggurgone•40m ago•0 comments

Show HN: Fastest LLM gateway (50x faster than LiteLLM)

https://github.com/maximhq/bifrost
1•aanthonymax•41m ago•0 comments

Cloak – An open-source local PII scrubber for ChatGPT

https://getcloak.org/
1•seclist•44m ago•1 comments

India's electric bus push has a deadly blind spot

https://restofworld.org/2026/india-electric-bus-accidents/
1•Brajeshwar•45m ago•0 comments

Tesla's Robotaxi data confirms crash rate 3x worse than humans even with monitor

https://electrek.co/2026/01/29/teslas-own-robotaxi-data-confirms-crash-rate-3x-worse-than-humans-...
12•breve•46m ago•2 comments

Surely the crash of the US economy has to be soon

https://wilsoniumite.com/2026/01/27/surely-it-has-to-be-soon/
3•Wilsoniumite•46m ago•0 comments

Show HN: GUI to generate bash script for one-way NAS sync using rsync and lsyncd

https://github.com/Jinjinov/nas-sync-script-builder
1•Jinjinov•48m ago•0 comments

We need to understand what AI is doing

1•araraororo•49m ago•1 comments

Why the government is trying to make coal cute

https://grist.org/culture/trump-coal-mascot-coalie-cute-burgum/
2•Brajeshwar•50m ago•0 comments

Why games made by (only) LLM suck

https://ostwilkens.se/blog/llm-games-suck
1•ostwilkens•51m ago•0 comments

Español: La filtración de los system-prompts de las grandes IAs

https://charlitos1.github.io/ia/el-codigo-fuente-de-la-personalidad/
1•charlitos•51m ago•1 comments