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

'Siri AI' Lawsuit Update: Apple to Pay Owners of These iPhone Models

https://www.macrumors.com/2026/07/09/siri-ai-lawsuit-settlement-claims-timing/
1•thm•57s ago•0 comments

Why the Next Era of AI Is About Infrastructure, Not Just Models

https://blog.mozilla.ai/the-control-layer-why-the-next-era-of-ai-is-about-infrastructure-not-just...
1•royapakzad•1m ago•0 comments

Vintage IKEA Began as Cheap Furniture. Now It Commands Thousands of Dollars

https://www.wsj.com/real-estate/luxury-homes/vintage-ikea-furniture-collectors-49a073b7
1•bookofjoe•1m ago•1 comments

Ask HN: Factory_boy hasn't shipped in about a year, what do Python devs use now?

https://github.com/FactoryBoy/factory_boy
1•rasinmuhammed•2m ago•0 comments

We checked the live ad libraries of 93 growing companies. 87 run paid ads

https://www.google.com/url?q=https://www.systemaic.com/blog/organic-growth-story-checked&sa=D&sou...
1•Alesysix•3m ago•0 comments

Gear Post 2026

https://tynan.com/gear2026/
1•surprisetalk•5m ago•0 comments

Why we're moving off Cloudflare Durable Objects

https://usewire.io/engineering/why-were-moving-wire-off-cloudflare-durable-objects/
2•jitpal•6m ago•0 comments

'I'm not a programmer' anymore: Linus Torvalds on the only two tools he uses now

https://www.zdnet.com/article/open-source-summit-linus-torvalds/
2•CrankyBear•7m ago•0 comments

Show HN: Snowscroll – remove reels, shorts, short-form

https://snowscroll.com/
1•junnam586•7m ago•0 comments

How to feel safe delegating to AI agents?

1•danicuki•7m ago•0 comments

We cannot wait for better post-quantum signature algorithms

https://blog.cloudflare.com/ml-dsa-will-have-to-do/
2•some_furry•7m ago•0 comments

DeepSeek aims to make its own AI chip

https://www.proactiveinvestors.com/companies/news/1095178/deepseek-makes-pivot-that-should-put-si...
1•FinnLobsien•8m ago•0 comments

Replay the history of R/place in the browser

https://replace.wintercore.xyz/
1•0xAstro•10m ago•0 comments

Lockpicking

https://github.com/fabacab/awesome-lockpicking
1•toomuchtodo•11m ago•0 comments

How to make a good group photo

https://aigarius.com/blog/2026/07/05/making-of-group-photo/
1•edward•12m ago•0 comments

New 'do no harm' test targets low-earning college degrees

https://www.npr.org/2026/06/30/nx-s1-5835631/turner-camhi-do-no-harm-college-loans
2•rbanffy•12m ago•1 comments

Show HN: Latex Diff Viewer

https://github.com/marketplace/actions/latex-diff-viewer
1•alpaylan•13m ago•0 comments

Sony CEO Just Sold over Half His Stock

https://gamerant.com/sony-ceo-sells-stock/
2•josephcsible•13m ago•0 comments

Muse Image – new image generation model from Meta

https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/?_fb_noscript=1
1•mangoman•14m ago•0 comments

Block agrees to pay $45M due to fraud and provide live customer service

https://www.reuters.com/legal/government/cash-app-parent-settles-states-probe-over-fraud-protecti...
2•havaloc•15m ago•0 comments

GenRecon: Bridging Generative Priors for Multi-View 3D Scene Reconstruction

https://kasothaphie.github.io/GenRecon/
1•Qworg•15m ago•0 comments

Zuckerberg Pledges 'Aggressive' Pricing with Meta's First Pay-to-Use AI

https://www.bloomberg.com/news/articles/2026-07-09/meta-starts-charging-for-ai-with-muse-spark-1-...
1•thm•16m ago•0 comments

Show HN: LinguaGuessr – GeoGuessr for the Ear

https://lingua.levelbrook.com
1•entaroadun123•16m ago•0 comments

Meta debuts Muse Spark 1.1

https://www.reuters.com/business/meta-debuts-muse-spark-11-with-preview-open-developers-2026-07-09/
1•sixhobbits•16m ago•0 comments

Vivaldi 8.1: remando en aguas estables

https://vivaldi.com/es/blog/pagina-frontal/vivaldi-on-desktop-8-1/
2•DevEg4•17m ago•0 comments

Cancer cases expected to soar worldwide, WHO report finds

https://www.theguardian.com/global-development/2026/jul/08/health-who-global-persistent-inequitie...
1•randycupertino•17m ago•0 comments

Taalas:The model is The Computer, Custom Silicon provide 1000X inference speedup

https://taalas.com/
2•ryan_j_naughton•18m ago•0 comments

Stacking Chips Sideways Gives AI More Memory

https://spectrum.ieee.org/stacking-chips-sideways
2•rbanffy•20m ago•0 comments

Show HN: Analog Watch

https://analog.watch
6•ezekg•20m ago•1 comments

Email as an agent tool: MCP, the SDK, or your own webhook – MailKite

https://mailkite.dev/blog/email-as-an-agent-tool-mcp-sdk-webhook/
3•gabe_lalasava•20m ago•0 comments