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

Multi Layer Archive from French Cybersecurity Agency

https://github.com/ANSSI-FR/MLA/
1•Ey7NFZ3P0nzAe•1m ago•0 comments

Building Git infrastructure for agent-scale development

https://github.blog/engineering/architecture-optimization/building-git-infrastructure-for-agent-s...
1•azhenley•2m ago•0 comments

Vocaloid DB Tool Application

https://archive.org/details/vocaloid-dbtool-application
1•nupqt•2m ago•0 comments

See what your sky can capture before you buy a telescope

https://smarttelescopeatlas.com/en/
1•mathijsgaalman•5m ago•0 comments

Ghost jobs in European tech: how long postings stay open

https://sottava.com/reports/ghost-jobs
1•vlad_grigoryan•6m ago•0 comments

Tool or automation? You make the decision each time

https://claude.ai/public/artifacts/81970b33-4697-4226-aef6-ca669d900d68
1•jimauthors•7m ago•0 comments

The Age of Reason Is Safely Behind Us: On defenses against distillation

https://blog.keyvan.net/p/the-age-of-reason-is-safely-behind
1•k1m•8m ago•0 comments

Anthropic 2021 Research Roadmap [pdf]

https://i.sm4.ca/concise-research-roadmap.pdf
1•porridgeraisin•12m ago•0 comments

Oldest shipwreck found off coast of Turkey

https://www.bbc.co.uk/news/articles/c6gr80rk1yyko
1•goodcanadian•15m ago•0 comments

C++ Core Guidelines

https://isocpp.github.io/CppCoreGuidelines/CppCoreGuidelines
1•locknitpicker•17m ago•0 comments

0.999.... = 1

https://en.wikipedia.org/wiki/0.999...
1•o4c•18m ago•0 comments

SAP warns of maximum severity OAuth2 SSRF security flaw

https://www.bleepingcomputer.com/news/security/sap-warns-of-maximum-severity-oauth2-ssrf-security...
1•wondersky•22m ago•0 comments

U.S. Defense Startups Flock to Taiwan to Build China-Free Drones

https://www.wsj.com/tech/u-s-defense-startups-flock-to-taiwan-to-build-china-free-drones-5c871c94
1•JumpCrisscross•23m ago•0 comments

Narnia: The Magician's Nephew – Official Trailer [video]

https://www.youtube.com/watch?v=gDJ-ini7fF0
2•wise_blood•24m ago•1 comments

Manna (2003)

https://karmak.org/archive/2003/12/manna/manna1.htm
1•LelouBil•24m ago•0 comments

Learn Convolutional Neural Networks Interactively for Free

https://receptive-field-flame.vercel.app/
1•nbonetto•25m ago•1 comments

France accuses Elon Musk of 'online harassment' of Europe leaders

https://www.lemonde.fr/en/international/article/2026/10/13/france-accuses-elon-musk-of-online-har...
3•vrganj•29m ago•0 comments

A UAF turned RCE – RCE in curl

https://daniel.haxx.se/blog/2026/10/14/a-uaf-turned-rce/
3•cmeister2•29m ago•0 comments

Google Workspace Studio

https://workspace.google.com/studio/
1•Juhee1202•31m ago•0 comments

Martin Shkreli livestreamed himself violating lifetime pharma ban

https://arstechnica.com/health/2026/10/martin-shkreli-livestreamed-himself-violating-lifetime-pha...
3•Tomte•33m ago•0 comments

The Carpenter

https://www.zachdaniel.dev/p/the-carpenter
3•ahmaman•34m ago•1 comments

AOSP Source Releases Are So Late Developers Disassemble Libraries to Report Bugs

https://github.com/android/ndk/issues/2260
9•tharen•34m ago•0 comments

AI made feasibility almost trivial. Not touched: value, viability, or usability

https://www.leadinginproduct.com/p/vibe-coding-product-management
1•benkan•37m ago•0 comments

A New 'Super Ice' Is 10 Times Stronger, Close to the Strength of Concrete

https://www.sciencealert.com/a-new-super-ice-is-10-times-stronger-bringing-it-close-to-the-streng...
2•benkan•38m ago•0 comments

American Express Publishes Intent Intelligence Framework for Agentic Commerce

https://www.americanexpress.com/en-us/newsroom/articles/innovation/intent-intelligence-framework-...
1•jonbaer•39m ago•0 comments

Grand Theft Auto VI's PC release is slated for Q1 2027

https://gamesbeat.com/grand-theft-auto-vis-pc-release-is-slated-for-q1-2027/
1•benkan•39m ago•1 comments

Show HN: Agent-trials – a smoke-test runner for coding agent CLIs

https://github.com/princejain756/agent-trials
1•princejain756•41m ago•0 comments

Star Is About to Explode – Sixty Symbols [video]

https://www.youtube.com/watch?v=vmnkcrnVmIs
2•DoctorOetker•43m ago•2 comments

NetBSD may have found a new role: The AI-free FOSS OS

https://www.theregister.com/os-platforms/2026/10/13/netbsd-may-have-found-a-new-role-the-ai-free-...
6•pjmlp•45m ago•1 comments

Why is every rationalist blog post way too long?

https://alexwennerberg.com/blog/2026-10-13-long.html
5•epestr•49m ago•5 comments