frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

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

Charles Proxy

https://www.charlesproxy.com/
1•handfuloflight•57s ago•0 comments

Cargo Cult Science – Richard Feynman (1974) [pdf]

https://calteches.library.caltech.edu/51/2/CargoCult.pdf
2•vismit2000•4m ago•0 comments

PLISS 2026: Programming Language Implementation Summer School

https://pliss.org/2026/
1•azhenley•5m ago•0 comments

Data Bank – Nuforc – Latest UFO Sightings

https://nuforc.org/databank/
1•handfuloflight•9m ago•0 comments

Understanding the Northern Lights

https://www.historytoday.com/archive/feature/understanding-northern-lights
1•benbreen•15m ago•0 comments

Food becoming more calorific but less nutritious due to rising CO2

https://www.theguardian.com/environment/2025/dec/19/higher-carbon-dioxide-food-more-calorific-les...
1•slater•17m ago•0 comments

BBC News Watch Live

https://www.bbc.com/watch-live-news
1•gurjeet•17m ago•0 comments

Is Cognitive Dissonance a Thing?

https://www.newyorker.com/culture/the-lede/is-cognitive-dissonance-actually-a-thing
1•Caiero•21m ago•0 comments

Foreign ship gets penalty for illegally using Starlink within Chinese waters

https://www.scmp.com/news/china/diplomacy/article/3337026/foreign-ship-gets-penalty-illegally-usi...
1•NewCzech•24m ago•0 comments

Ask HN: Favorite Nonfiction Books of 2025

2•koevet•28m ago•1 comments

Trump Announces Pricing Deals with Nine Drugmakers

https://www.nytimes.com/2025/12/19/health/trump-drug-pricing-deals.html
1•thelastgallon•32m ago•0 comments

MyRobot, a Venture Capital Pitch

1•daly•41m ago•1 comments

Alignment Scry – LessWrong

https://www.lesswrong.com/posts/mB2knzKYcrZkTssYQ/show-lw-alignment-scry-1#
1•Xyra•41m ago•0 comments

Local Lock Down Lobe Chat Setup

https://www.ppppp.dev/local-lock-down-lobo-chat-setup/
1•I_like_tomato•41m ago•0 comments

What's New in Ruby 4.0

https://blog.codeminer42.com/whats-new-in-ruby-4-0/
1•thunderbong•43m ago•0 comments

Google Backing Bitcoin Miners Marks a Quiet $5B Shift Toward AI

2•bitstrategist•44m ago•1 comments

The Deviancy Signal: Having "Nothing to Hide" Is a Threat to Us All

https://thompson2026.com/blog/deviancy-signal/
2•NickForLiberty•45m ago•1 comments

Here you can find the contents of the Unix v4 tape ready for bootstrapping

http://squoze.net/UNIX/v4/README
3•zdw•52m ago•0 comments

We Put an AI Vending Machine in Our Office. It Gave Away Everything. [video]

https://www.youtube.com/watch?v=SpPhm7S9vsQ
1•MBCook•57m ago•0 comments

A 'recession' is arriving for people who want jobs in technology

https://www.washingtonpost.com/business/2025/12/17/tech-jobs-unemployment/
1•1vuio0pswjnm7•1h ago•0 comments

How I Bought A Car Factory at 34, Explained (13 min video)

https://www.youtube.com/watch?v=1Sw6YZDBOhg
1•rmason•1h ago•1 comments

Sunset Section 230 and Unleash the First Amendment

https://cacm.acm.org/opinion/sunset-section-230-and-unleash-the-first-amendment/
1•zdw•1h ago•0 comments

It boots (Linux compatible kernel)

https://github.com/jgarzik/hk
1•jgarzik•1h ago•1 comments

FTVDB – community-submitted Fire TV and Kindle E Ink firmware URL database

https://ftvdb.com
1•IGHOR•1h ago•1 comments

Ask HN: The internet is getting worse every day. How do we fix this?

24•electrodisk•1h ago•26 comments

Android introduces $2-4 install fee and 10–20% cut for US external content links

https://support.google.com/googleplay/android-developer/answer/16470497?hl=en
41•radley•1h ago•13 comments

Model Context Protocol Wrapped

https://2025.mcpwrapped.den.dev/
1•dend•1h ago•0 comments

How Venezuela's Machado Survived the Riskiest Leg of Her Escape

https://www.wsj.com/world/americas/rescued-at-sea-how-venezuelas-machado-survived-the-riskiest-le...
1•gmays•1h ago•1 comments

Undefinable yet Indispensable

https://aeon.co/essays/the-word-religion-resists-definition-but-remains-necessary
2•Thevet•1h ago•0 comments

DMS Is a Desktop Shell for Wayland Compositors Built with Quickshell and Go

https://danklinux.com/
2•kermatt•1h ago•1 comments