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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Open Source LLM Comparison – Is Opus Cooked?

https://paradise-runner.github.io/frontier-comparison/
2•dividedcomet•2m ago•1 comments

Installing OpenBSD on the Pomera DM250 Writerdeck

https://jcs.org/2026/04/09/openbsd-dm250
1•djfergus•2m ago•0 comments

Show HN: Function Calling Harness: From 6.75% to 100% (Qwen Meetup Presentation)

https://typia.io/blog/function-calling-harness-qwen-meetup-korea/
2•samchon-github•4m ago•0 comments

AI Code Is Hollowing Out Open Source, and Maintainers Are Looking the Other Way

https://www.quippd.com/writing/2026/04/08/ai-code-is-hollowing-out-open-source-and-maintainers-ar...
3•pabs3•5m ago•0 comments

Daily You: A Personal Diary

https://github.com/Demizo/Daily_You
1•thunderbong•9m ago•0 comments

Helix and Typst are a match made in heaven

https://ergaster.org/til/helix-typst-match-in-heaven/
1•vinhnx•10m ago•0 comments

CLínica Bíblica: From Mission Hospital to Modern Medical Leader in Costa Rica

https://johnquam.substack.com/p/clinica-biblica-from-mission-hospital
1•headmonkey•14m ago•0 comments

Crystal on Rails (Rails-to-Crystal Transpiler)

https://intertwingly.net/blog/2026/04/10/Railcar.html
1•hugh4life•16m ago•0 comments

The term "AGI" is almost useless at this point

https://helentoner.substack.com/p/the-term-agi-is-almost-useless-at
1•gmays•16m ago•0 comments

Two Japanese suppliers commit to keeping Blu-ray discs and drives in supply

https://automaton-media.com/en/news/two-japanese-suppliers-commit-to-keeping-blu-ray-discs-and-dr...
1•voxadam•17m ago•0 comments

Use Claude Max subscription with OpenClaw again

https://github.com/zeulewan/glueclaw
1•zeulewan•29m ago•2 comments

Leaked – publicly unavailable unstable preview model

https://unstable.bot
14•mrhyyyyde•34m ago•0 comments

There are limited benefits when parents hold back their child in kindergarten

https://www.latimes.com/california/story/2026-03-23/limited-benefits-when-parents-hold-back-their...
1•PaulHoule•36m ago•0 comments

What, Is the GIL?

https://finbarr.ca/what-is-the-gil/
2•vinhnx•37m ago•0 comments

Iran Unable to Find Mines in Strait of Hormuz, U.S. Says

https://www.nytimes.com/2026/04/10/us/politics/iran-mines-strait.html
2•tyleo•38m ago•0 comments

Artemis II safely splashes down

https://www.cbsnews.com/live-updates/artemis-ii-splashdown-return/
181•areoform•38m ago•40 comments

I made a productivity device for less than 50 bucks

https://thelibre.news/i-made-the-ultimate-productivity-device/
2•birdculture•43m ago•0 comments

Raising Carthaginian Armies, Part I: Finding Carthaginians

https://acoup.blog/2026/04/10/collections-raising-carthaginian-armies-part-i-finding-carthaginians/
1•baud147258•43m ago•0 comments

Social media has become a freak show

https://www.natesilver.net/p/social-media-has-become-a-freak-show
8•herbertl•46m ago•1 comments

Yet another BFF toolkit for Python

https://allmonday.github.io/pydantic-resolve/
1•tank-34•46m ago•0 comments

Algorithmic Unification of Number Theory and Quantum Mechanics IBM Quantum

https://github.com/peterbabulik/The-Algorithmic-Unification-of-Number-Theory-and-Quantum-Mechanics
1•PeterBabulik•47m ago•0 comments

Giggles Raised a Pre-Seed for Tradable Videos – TikTok Meets the Trading Floor

https://www.siliconsnark.com/giggles-raised-a-pre-seed-for-tradable-videos-tiktok-meets-the-tradi...
3•SaaSasaurus•53m ago•0 comments

AI Agent Proxy to help reduce token usage (Anthropic Only)

https://github.com/Wuzu11517/agentic-proxy
2•Wuzu•54m ago•1 comments

Drones, Geophysics and AI: Researchers Battle Against Land Mines (2023)

https://news.climate.columbia.edu/2023/09/12/with-drones-geophysics-and-artificiai-intelligence-r...
1•defrost•57m ago•0 comments

Let Us Learn to Show Friendship for a Man When He Is Alive, Not After He Is Dead

https://daringfireball.net/2026/04/when_he_is_alive_and_not_after_he_is_dead#fnr2-2026-04-10
3•cratermoon•58m ago•0 comments

Rescuing vintage microcontrollers part 3: Life at long last

https://www.blog.montgomerie.net/posts/2026-03-02-rescuing-vintage-microcontrollers-part-3-life-a...
2•joecobb•58m ago•0 comments

Bun v1.3.12

https://bun.com/blog/bun-v1.3.12
3•bootlegbilly•59m ago•3 comments

AI-Assisted Breach of Mexico's Government Infrastructure Report

https://gambit.security/blog-post/a-single-operator-two-ai-platforms-nine-government-agencies-the...
1•bgrainger•1h ago•0 comments

Italo Calvino: A Traveller in a World of Uncertainty

https://www.historytoday.com/archive/portrait-author-historian/italo-calvino-traveller-world-unce...
8•lermontov•1h ago•1 comments

Molotov Coctail Thrown at Sam Altman's House

https://www.nbcnews.com/video/shorts/molotov-cocktail-thrown-at-sam-altman-s-house-261143109536
4•jellyotsiro•1h ago•1 comments