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

Breaking down Amazon's mega dropdown (2013)

https://bjk5.com/post/44698559168/breaking-down-amazons-mega-dropdown
1•TheAceOfHearts•6m ago•0 comments

Kubernetes v1.37: Pod Certificates and Cluster Trust Bundles

https://kubernetes.io/blog/2026/08/28/kubernetes-v1-37-pod-certificates-and-cluster-trust-bundles/
1•ahmedtd•10m ago•0 comments

Retatrutide – people risk the gray market for the newest weight-loss drug

https://www.theguardian.com/science/2026/aug/31/retatrutide-weight-loss-drug-gray-market
2•andsoitis•12m ago•0 comments

The Big Leak (1987)

https://www.americanheritage.com/big-leak
1•jhide•12m ago•0 comments

2004 RuneScape fit a multiplayer RPG into 56k dial-up

https://jkm.dev/posts/how-2004-runescape-fit-a-multiplayer-rpg-into-56k-dialup/
1•fagnerbrack•12m ago•0 comments

AWS Activate Credits

1•m4sk1994•12m ago•0 comments

Deadpan Photography: Enjoying the Pretence

https://photoni.st/index.php/2026/07/12/deadpan-photography-enjoying-the-pretence/
1•NaOH•13m ago•0 comments

Papercut SMTP – The Simple Desktop Email Server

https://github.com/ChangemakerStudios/Papercut-SMTP
1•l8rlump•14m ago•0 comments

Why 1M context windows won't solve agent memory (and a protocol that does)

https://github.com/zackemannen81/docs-first_continuity-protocol
1•mrwhite81•14m ago•0 comments

Release Release v26.8.1.2041-LTS · ClickHouse/ClickHouse

https://github.com/ClickHouse/ClickHouse/releases/tag/v26.8.1.2041-lts
1•kyisaiah47•15m ago•0 comments

The extraordinary rise of Miami's economy

https://www.economist.com/finance-and-economics/2026/08/31/the-extraordinary-rise-of-miamis-economy
1•andsoitis•23m ago•0 comments

OpenAI to Cut Off AI Models for SpaceX-Owned Cursor

https://www.reuters.com/business/media-telecom/openai-end-partnership-with-spacexs-cursor-2026-08...
4•m463•29m ago•1 comments

Young Builder Society Microgrant

https://www.youngbuildersociety.com
1•audreyfei•44m ago•0 comments

Linus Torvalds' uEmacs – the editor he has used since the 1980s

https://github.com/torvalds/uemacs
3•oumua_don17•45m ago•0 comments

Getting over the Nebulosity of Agents

https://text-incubation.com/getting-over-the-nebulosity-of-agents?2
1•krrishd•45m ago•0 comments

Inworld TTS Open Evaluation Toolkit: Reproducible TTS Evals

https://inworld.ai/blog/introducing-inworld-tts-open-evaluation-toolkit
5•rogilop•46m ago•0 comments

FDOT de-flocks: Automatic license plate reader permits revoked across Florida

https://www.msn.com/en-us/news/other/fdot-de-flocks-automatic-license-plate-reader-permits-revoke...
1•smalltorch•50m ago•0 comments

Arise – Agentic Runtime Identity Security Enforcement

https://requestrocket.com/blog/arise-api-gateway-isnt-ready
1•geoicons•51m ago•0 comments

Mu/TH/UR 6000 – An anonymous AI terminal styled as a 1979 mainframe

https://mu7hur.com/
1•pinkroro•51m ago•0 comments

New party school rankings are out. See where your school is

https://www.usatoday.com/story/sports/ncaaf/2026/08/31/best-party-schools-usa-new-2027-college-pa...
1•makerdiety•54m ago•0 comments

Edge City

https://www.edgecity.live
2•audreyfei•59m ago•0 comments

When declaring an incident becomes everyone's favorite workaround

https://greatcircle.com/blog/2026/08/11/declaring-incidents-for-side-effects/
2•bobbiechen•1h ago•0 comments

Apple Says OpenAI Is Destroying Evidence in Trade Secrets Case

https://www.bloomberg.com/news/articles/2026-08-31/apple-says-openai-is-destroying-evidence-in-tr...
5•sbulaev•1h ago•0 comments

Janet Verison 1.42.0 Out

https://github.com/janet-lang/janet/releases/tag/v1.42.0
3•veqq•1h ago•0 comments

LangLib: Esoteric Programming Languages, Formally

https://github.com/ilyasergey/langlib
2•matt_d•1h ago•0 comments

A video editor built for your codex/Claude Code

https://www.usekinara.com/
1•ebaad96•1h ago•2 comments

Elevator of the Year Winner Modernization of the Metropolis Trust Building

https://www.starelevator.com/projects/star-elevator-modernization-of-the-metropolis-trust-building
1•palashawas•1h ago•0 comments

Happy Birthday to the First Index Investment Trust

https://www.ft.com/content/c0341d15-482e-41a6-abe1-ef3e5e9a0d0b
2•JumpCrisscross•1h ago•0 comments

Claude Public Artifacts

https://www.google.com/search?q=site%3Aclaude.ai+public+artifacts
1•artursapek•1h ago•0 comments

Why Syracuse Can't Attract the Students It Needs to Pay the Bills

https://www.wsj.com/us-news/education/syracuse-student-application-enrollment-crisis-budget-ff142896
3•paulpauper•1h ago•0 comments