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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

Portsh: A batch/shell polyglot that implements a Lisp

https://github.com/smasher164/portsh
1•smasher164•1m ago•0 comments

Humiliating IIS servers for fun and jail time

https://mll.sh/humiliating-iis-servers-for-fun-and-jail-time/
1•denysvitali•1m ago•0 comments

DNS Query Duplication

https://www.potaroo.net/ispcol/2026-06/dups.html
1•caminanteblanco•2m ago•0 comments

Among the large new rockets Amazon was counting on, only Europe has delivered

https://arstechnica.com/space/2026/06/amid-launch-bottleneck-amazon-has-hundreds-of-satellites-wa...
1•logickkk1•3m ago•0 comments

Writing as Species-Being

https://philosophyofwriting.substack.com/p/writing-as-species-being
1•herbertl•4m ago•0 comments

Peter Thiel's 'Dialog' network was super-secret. A data leak changed that

https://san.com/cc/peter-thiels-dialog-network-was-super-secret-a-data-leak-changed-that/
1•lorecore•4m ago•0 comments

Show HN: oh-my-reddit – beautiful reddit threads, live in your terminal

https://github.com/renatoworks/oh-my-reddit
1•renatoworks•10m ago•0 comments

Chimera Linux: Clang/LLVM, FreeBSD coreutils, dinit, musl Libc

https://chimera-linux.org/
1•hxorr•16m ago•1 comments

Transfigure αLPHA is live – Yes, moar AI CAD

http://xfgr.ai
1•itstransfigure•17m ago•1 comments

Show HN: Reticle – The map your infrastructure operators deserve

https://reticleops.com/
1•mannders•17m ago•0 comments

Native Coding Agent Optimized for Local LLM and DeepSeek v4 with Vector Memory

https://code.intellios.ai
1•coolwulf•17m ago•0 comments

Show HN: The Oct Programming Language for scientific programming

https://github.com/yuechen-li-dev/oct
1•YuechenLi•20m ago•0 comments

Show HN: The Ruby AI Newsletter

https://rubyai.beehiiv.com/p/ruby-ai-news-june-16th-2026
1•activefx•20m ago•0 comments

Static Types and Shovels

https://carefully.understood.systems/blog-2026-06-10-static-type-shovel.html
1•birdculture•21m ago•0 comments

Tokdiet a local proxy that cuts LLM token spend ~70% without quality loss

https://github.com/agiwhitelist/tokdiet
1•agiwhitelist•22m ago•1 comments

Stolen French fries are spicier than justice: How covert larceny enhances taste

https://www.sciencedirect.com/science/article/abs/pii/S0950329326001126
2•bookofjoe•25m ago•0 comments

Ireland ready to restrict social media for children even without EU agreement

https://www.irishtimes.com/politics/2026/06/16/ireland-ready-to-restrict-social-media-for-childre...
4•piltdownman•27m ago•2 comments

Reinventing the Renaissance

https://drb.ie/article/reinventing-the-renaissance/
2•Petiver•28m ago•0 comments

Show HN: Numax - a portable runtime for distributed apps

https://github.com/GianIac/numax
3•gianiac•29m ago•1 comments

Milky Way's black hole is quiet, scientists found evidence of its missing wind

https://www.cnn.com/2026/06/16/science/milky-way-sagittarius-a-black-hole-wind
2•1659447091•29m ago•0 comments

Digital Printing of Arabic: explaining the problem

https://digitalorientalist.com/2017/08/21/digital-printing-of-arabic-explaining-the-problem/
4•a_t48•31m ago•0 comments

Construction Starts on JetZero's Greensboro Assembly Site – Aviation Week

https://aviationweek.com/aerospace/manufacturing-supply-chain/construction-starts-jetzeros-greens...
2•rbanffy•32m ago•0 comments

Show HN: Private Markets SEC Filings Index

https://search.stillhousedata.com
3•lemonlym•34m ago•0 comments

Mozilla Added Google Play Integrity to Firefox for Android

https://bugzilla.mozilla.org/show_bug.cgi?id=2046154
6•summm•34m ago•0 comments

A Corner on a Country Road

https://worldsensorium.com/a-corner-on-a-country-road/
2•dnetesn•36m ago•0 comments

Andrew Ng ships Open CoWorker desktop AI agent

https://github.com/andrewyng/aisuite
4•Gaishan•37m ago•1 comments

Synaxi-predict: I'm trying to predict token cost before it happens

https://github.com/BeadW/synaxi-predict
1•beadw•37m ago•1 comments

Firefox 152 understands 'Sssh!'

https://www.theregister.com/software/2026/06/16/firefox-152-understands-sssh/5256390
3•Bender•38m ago•0 comments

The UK's Teen Social Media Ban Is Political Theater, Not Child Safety Policy

https://www.techdirt.com/2026/06/16/the-uks-teen-social-media-ban-is-political-theater-not-child-...
21•hn_acker•38m ago•8 comments

On The Architectural Complexity of Neural Networks

https://arxiv.org/abs/2605.04325
1•lamename•39m ago•0 comments