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

Brown says AI make student brain no work good, teacher should help use it better

https://www.theregister.com/ai-and-ml/2026/07/09/brown-says-ai-make-class-dumb-teacher-must-help-...
1•pseudolus•23s ago•0 comments

Igloo Inc

https://www.igloo.inc/
1•treexs•1m ago•0 comments

20M data entries, a backtest engine, ML models, agents. Still haven't traded

https://demo.botlance.ai/
1•lamne•5m ago•0 comments

More Flock cameras cut down in Houston amid some privacy concerns

https://abc13.com/post/more-flock-cameras-cut-down-houston-amid-privacy-concerns/19471780/
2•pseudolus•5m ago•0 comments

Build Your Own Game Day

https://aws.amazon.com/blogs/architecture/build-your-own-game-day-to-support-operational-resilience/
1•ankitg12•10m ago•0 comments

Replit is the best coding agent

2•anitroves•11m ago•1 comments

EU-hosted analytics isn't the same as EU-owned analytics

https://plausible.io/blog/eu-hosted-analytics-vs-eu-owned-analytics
1•shivam-dev•11m ago•0 comments

Unified Memory, Explained: Why Mini PCs Can Run 70B Models a Big GPU Can't

https://vettedconsumer.com/unified-memory-explained-why-mini-pcs-can-run-70b-models-a-big-gpu-can...
1•ermantrout•12m ago•0 comments

Garden-Path Sentence

https://en.wikipedia.org/wiki/Garden-path_sentence
1•wseqyrku•12m ago•0 comments

Starting and iterating on a Kaggle competition in Google Antigravity

https://andlukyane.com/blog/kaggle-antigravity-s6e7
1•Artgor•15m ago•0 comments

Tea app profile lookup with verified results in 24 hours

https://teaaboutme.com
1•thefirstname322•17m ago•0 comments

Good Tools Are Invisible

https://www.gingerbill.org/article/2026/07/10/good-tools-are-invisible/
1•theanonymousone•19m ago•0 comments

The Risks of Assisted Reproduction

https://ifstudies.org/blog/what-fertility-clinics-dont-say-the-hidden-risks-of-assisted-reproduction
1•ilreb•21m ago•0 comments

Show HN: A possible open-source desktop alternative to OpenAI Codex

https://github.com/ai4s-research/open-science
1•noah1995•21m ago•0 comments

Vibrational noise disrupts Nezara viridula communication [pdf]

https://www.nature.com/articles/s42003-024-07185-3
1•thunderbong•21m ago•0 comments

MongoDB Workspace for Queries, Schema, Charts, and Teams

https://visualeaf.com/blog/mongodb-workspace-queries-schema-charts-teams/
3•mike_codes•25m ago•0 comments

Speech to Markdown with Local Models

https://github.com/xajik/voice-to-md
1•igor_st•26m ago•2 comments

GPT 5.6 Sol better than Fable?

https://twitter.com/antirez/status/2075512007256691196
1•rstagi•28m ago•0 comments

Impact of AI-Generated Text on the Internet

https://ai-on-the-internet.github.io/
1•abrbhat•29m ago•0 comments

Muscula – Error tracking and monitoring with AI-assisted debugging

https://www.muscula.com/
1•hereanwaris•29m ago•0 comments

A go library for interacting with translate.kagi.com

https://github.com/xnacly/go-kagi-translate
1•xnacly•31m ago•0 comments

Who? How Long Are You Known and How Long Do You Influence?

https://medium.com/the-hitmagist/who-83ac69611ac1
1•bryanrasmussen•32m ago•0 comments

What Broke Monticello

https://prospect.org/2026/07/02/what-broke-monticello-thomas-jefferson-virginia-glenn-youngkin/
1•bryanrasmussen•33m ago•1 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/
4•teleforce•36m ago•1 comments

Show HN: SkyPocket, see what's going on during your flight

https://skypocket.cloud/
1•jmkni•36m ago•0 comments

Rlsgrid – fuzz your Postgres/Supabase Row-Level Security for cross-tenant leaks

https://github.com/matte97p/rlsgrid
1•matte97p•37m ago•0 comments

BLIT a short story by David Langford

https://www.infinityplus.co.uk/stories/blit.htm
1•noja•42m ago•0 comments

Vercel bills are your fault

https://websmith.studio/blog/vercel-bills-are-your-fault/
1•pumbaa•43m ago•0 comments

Java 27: What's New?

https://www.loicmathieu.fr/wordpress/informatique/java-27-whats-new/
3•loicmathieu•43m ago•0 comments

Show HN: Cluexy, new Wordle created by mine 9 years old kid

https://www.cluexy.com/
1•code-less•48m ago•0 comments