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•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

A true 'hello world' LLM pipeline

https://alganet.github.io/blog/2026-01-08-23-A-true-hello-world-LLM-pipeline.html
1•gaigalas•2m ago•0 comments

Ask HN: How is AppLovin valued at $180B

1•gordon_freeman•3m ago•0 comments

The Darnella test of social media and smartphone regulation

https://heatherburns.tech/2026/01/16/the-darnella-test-of-social-media-and-smartphone-regulation/
1•hn_acker•5m ago•0 comments

Particle IoT acquired by Digi International for $50M

https://www.particle.io/blog/particle-is-being-acquired-by-digi-to-power-the-next-40-years-of-iot...
1•flycatcha•10m ago•0 comments

Thief of $90M in seized U.S.-controlled crypto is gov't contractor's son

https://www.web3isgoinggreat.com/single/lick-theft
3•pavel_lishin•10m ago•0 comments

Ukraine, Sudan, Syria, Yemen, America

https://heatherburns.tech/2026/01/26/ukraine-sudan-syria-yemen-america/
1•hn_acker•10m ago•0 comments

Technology Artisan

https://life-prog.com/tech/technology-artisan/
1•mrngilles•11m ago•0 comments

Trump Says He's Not Concerned with Decline of US Dollar

https://finance.yahoo.com/news/trump-says-not-concerned-decline-205831235.html
3•thomassmith65•11m ago•1 comments

New speech to text tool is better than willow and wispr flow?

https://www.breezevoice.com
1•NalinAtmakur•12m ago•0 comments

Photographer Transformed a Panasonic Lumix G9 II into a Leica Look-Alike

https://petapixel.com/2026/01/09/photographer-transformed-a-panasonic-lumix-g9-ii-into-a-leica-lo...
1•PaulHoule•13m ago•0 comments

NTSB Animation of Flight 5342 2025 Potomac River mid-air collision [video]

https://www.youtube.com/watch?v=LJ10ZOcWuC4
1•antongribok•14m ago•0 comments

Why is the app slow on Pixel 7?

https://binarysky.se/blog/2026/01/why-is-the-app-slow-on-pixel-7/
1•lindskogen•15m ago•0 comments

Sum, Product: A simple-to-understand mathematical paradox on meta-cognition

https://magarshak.com/blog/sum-product-and-the-limits-of-meta-knowledge/
1•EGreg•15m ago•0 comments

40 years later, a new look at lessons from the Challenger disaster

https://www.washingtonpost.com/politics/2026/01/27/challenger-space-shuttle-disaster-40-years/
2•bookofjoe•16m ago•2 comments

Chasing 6 TB/s: an MXFP8 quantizer on Blackwell

https://blog.fal.ai/chasing-6-tb-s-an-mxfp8-quantizer-on-blackwell/
1•amrrs•16m ago•0 comments

How-Dirty-Marketing-Works

https://how-dirty-marketing-works.onrender.com/
1•yashsm01•17m ago•0 comments

We Built Our IVR Scraper (and What Broke Along the Way)

https://phonesupported.dev/blog/how-we-built-our-ivr-scraper-and-what-broke-along-the-way/
1•fast_kalyan•18m ago•0 comments

Chrome, Edge Extensions Caught Stealing ChatGPT Sessions

https://www.securityweek.com/chrome-edge-extensions-caught-stealing-chatgpt-sessions/
2•Bender•21m ago•0 comments

Six JavaScript zero-day bugs lead to fears of supply chain attack

https://www.scworld.com/news/six-javascript-zero-day-bugs-lead-to-fears-of-supply-chain-attack
1•Bender•21m ago•0 comments

The sad and self-inflicted decline of the Washington Post, in one chart

https://www.natesilver.net/p/the-sad-and-self-inflicted-decline
3•JumpCrisscross•21m ago•0 comments

Coding with AI without giving up power

https://medium.com/@sig.segv/coding-with-ai-without-giving-up-power-e0c6ca257ad9
1•fwef64•22m ago•0 comments

Supreme Court to decide how 1988 videotape privacy law applies to online video

https://arstechnica.com/tech-policy/2026/01/supreme-court-to-decide-how-1988-videotape-privacy-la...
2•Bender•22m ago•0 comments

Units of measure in the KCL CAD language

https://www.ncameron.org/blog/kcl-part-1-units/
1•fanf2•22m ago•0 comments

Fun 0.37.62 – The programming language that makes you have fun

https://fun-lang.xyz/2026/01/25/announcing-fun-0.37.62/
1•hanez•23m ago•1 comments

GameStop's original bull is back. CEO Ryan Cohen has Berkshire-like ambitions

https://www.msn.com/en-us/money/savingandinvesting/gamestop-s-original-bull-is-back-ceo-ryan-cohe...
1•petethomas•24m ago•0 comments

How many users can a $50K AI workstation serve? Benchmark data

https://old.reddit.com/r/LocalLLaMA/comments/1qorbdk/dual_rtx_pro_6000_workstation_with_115tb_ram/
2•Blue_Cosma•25m ago•0 comments

AI gives cleaning instructions [video]

https://www.youtube.com/shorts/TP_p5YnRH00
1•6510•26m ago•0 comments

"IG is a drug": Internal messages may doom Meta at social media addiction trial

https://arstechnica.com/tech-policy/2026/01/tiktok-settles-hours-before-landmark-social-media-add...
7•mikestew•27m ago•0 comments

Kimi K2.5 1T runs on 2 M3 Ultras with mlx-lm in it's native precision

https://twitter.com/awnihannun/status/2016221496084205965
2•jeudesprits•29m ago•0 comments

Asteroid 2024 YR4 Has a 4% Chance of Hitting the Moon

https://www.universetoday.com/articles/asteroid-2024-yr4-has-a-4-chance-of-hitting-the-moon-heres...
1•belter•29m ago•0 comments