frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

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

Archestra-AI/OpenAPPA: Deterministic guardrails that don't break agents

https://github.com/archestra-ai/OpenAPPA
1•wise_blood•2m ago•0 comments

PewDiePie announces his own Qwen 2.5 9B fine-tune [video]

https://www.youtube.com/watch?v=ODDJXGY_1kQ
1•DrSiemer•3m ago•0 comments

Taylor mode automatic differentiation (jets) in PyTorch

https://github.com/f-dangel/torch-jet
1•measurablefunc•3m ago•0 comments

A concrete explanation of how the internet works

https://parksb.github.io/en/article/36.html
1•signa11•6m ago•0 comments

Fitting Everything Together

https://0pointer.net/blog/fitting-everything-together.html
2•signa11•14m ago•0 comments

What even is a "Moat", anyway?

https://ryanshannon.substack.com/p/what-even-is-a-moat-anyway
2•javeq34•15m ago•0 comments

Comparing Chromium Development at Google and Igalia

https://lwn.net/SubscriberLink/1094721/ddcf3420c3e56f55/
2•calcifer•16m ago•0 comments

How to Verify Satellite Images: A Fake Forest Hiding a Russian Base [video]

https://www.youtube.com/watch?v=Hg5MeWTT5Zw
2•marklit•19m ago•0 comments

The GA4 conversion in Google Ads fired on a page that returned 200 to curl

https://mojodojo.io/blog/ga4-thank-you-page-conversion-inflation
2•zenincognito•25m ago•0 comments

6.2ns TCP/UDP IP Processing

https://orthogone.com/ultra-low-latency-ethernet-mac/10g-tcp-udp-ip-core/
2•mlhpdx•28m ago•0 comments

Professional authority gave way to fragmentation and chronic failure

https://alethios.substack.com/p/unprofessionalism
2•barry-cotter•31m ago•0 comments

Google, Apple and Amazon each meet EU officials more than any EU company

https://www.ft.com/content/817f40f7-d4ac-43ee-beaf-12cfac08c621
3•snikolaev•31m ago•2 comments

Roofline analysis of Jacobi and Gauss-Seidel stencil kernels in Fortran

https://loiseaujc.github.io/posts/blog-title/roofline_analysis.html
1•loiseaujc•36m ago•0 comments

Suits Are Better Tech Than Modern Clothes

https://devz.cl/posts/the-lost-tech-in-contemporary-clothing/
20•orphereus•37m ago•22 comments

Show HN: Simple Gantt – Online Gantt chart that flags deadline risk

https://www.simplegantt.net
1•maciekdebiec•37m ago•0 comments

Scalable decision-making for games of imperfect information – Nature

https://www.nature.com/articles/s41586-026-11036-y
1•porridgeraisin•39m ago•1 comments

AI borrowers face tough sell in risky corners of US credit market

https://www.reuters.com/legal/transactional/ai-borrowers-face-tough-sell-risky-corners-us-credit-...
2•1vuio0pswjnm7•40m ago•1 comments

Free Equipment Handover Form

https://www.equiploop.co.za/tools/equipment-handover-form-generator
1•ExceedIT•40m ago•0 comments

Clausewitz, Foucault and Ukraine: When War Becomes Politics and Politics War

https://www.lvivherald.com/post/clausewitz-foucault-and-ukraine-when-war-becomes-politics-and-pol...
2•bryanrasmussen•41m ago•0 comments

FTC opens probe of Anthropic, OpenAI

https://nypost.com/2026/09/30/us-news/ftc-opens-sweeping-probe-of-anthropic-openai-and-other-supe...
3•nsagent•43m ago•1 comments

Language models will hide 'bad news' in reports by default

https://www.unite.ai/language-models-will-hide-bad-news-in-reports-by-default/
2•50kIters•45m ago•1 comments

The Life of Antony

https://penelope.uchicago.edu/Thayer/E/Roman/Texts/Plutarch/Lives/Antony%2A.html?
1•thunderbong•50m ago•0 comments

Show HN: MeetTwins, an AI that attends Google Meet and won't improvise

https://www.theregister.com/ai-and-ml/2026/09/30/show-colleagues-how-much-you-care-by-sending-an-...
1•Adityasays•57m ago•0 comments

Connection allowlists: Secure your web application's network access

https://developer.chrome.com/blog/connection-allowlist-announcement
2•nnx•1h ago•0 comments

Per Aspera Ad Profundum

https://profane-tmesis.info/ad-profundum
3•riskone•1h ago•0 comments

PKLM Sandbox – Lightweight open-source repository for PKLM Core

https://github.com/TheImmortalPython/pklm-sandbox
2•TheImmortalPyth•1h ago•0 comments

Differences Between `Foldl` and `Foldr`

https://blog.haskell.org/foldl-and-foldr/
5•signa11•1h ago•0 comments

Global bond sell-off deepens as Asian yields jump

https://www.ft.com/content/e485a228-1efe-426b-addc-26069ba48bf3
3•JumpCrisscross•1h ago•0 comments

Bill Gates's Blunt Warning on A.I

https://www.nytimes.com/2026/09/29/opinion/ezra-klein-podcast-bill-gates.html
2•andsoitis•1h ago•0 comments

Show HN: Vietnam Tender Intelligence – gov procurement data, AI-agent ready

https://apify.com/donerightlabs/tender-intelligence
2•tvttrace•1h ago•0 comments