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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

Crypto Bear Market Playbook 2026: How to win by not dying

https://hduynam99.substack.com/p/crypto-bear-market-playbook-2026
1•hoangthuytrang•30s ago•0 comments

OpenAI Mulls Delaying IPO Until 2027

https://www.investors.com/news/technology/openai-ipo-ai-startup-mulls-delaying-until-2027-spacex/
1•helsinkiandrew•1m ago•0 comments

Making Equality Saturation Usable for Developing Vectorized Compilers

https://dl.acm.org/doi/full/10.1145/3802603
1•matt_d•1m ago•0 comments

Modern GPU Programming for MLSys Book

https://mlc.ai/modern-gpu-programming-for-mlsys/
1•tanelpoder•1m ago•0 comments

Pliny the Younger's Letters About the Eruption of Vesuvius

https://www.pompeii.org.uk/s.php/tour-the-two-letters-written-by-pliny-the-elder-about-the-erupti...
1•pncnmnp•5m ago•0 comments

DeepSeek Is Recruiting

https://app.mokahr.com/social-recruitment/high-flyer/140576
1•RIshabh235•10m ago•0 comments

Reading AI Model Compilation in MLIR Through the Lens of Formal Theories

https://arxiv.org/abs/2606.25244
2•matt_d•10m ago•0 comments

Context loss is the real reason AI coding slows down engineering teams

https://brunelly.com/
2•RihabAI•11m ago•0 comments

AI in research: we need to stop treating every AI-related issue as misconduct

https://www.frontiersin.org/news/2026/06/26/ai-in-research-why-we-need-to-stop-treating-every-ai-...
2•giuliomagnifico•16m ago•0 comments

How the DeepMind mafia brought the AI boom to London

https://www.ft.com/content/6a3a46b9-4725-469e-a909-917768a74afb
1•mmarian•17m ago•1 comments

Trump administration asks OpenAI to stagger release of new model

https://ca.finance.yahoo.com/news/trump-administration-asks-openai-stagger-204300837.html
2•Palmik•18m ago•0 comments

AI coding will be more expensive than human developers

https://www.heise.de/en/news/Forecast-By-2028-AI-coding-will-be-more-expensive-than-human-develop...
1•slow_typist•18m ago•0 comments

4chan dating app is FOSS

https://github.com/duolicious/duolicious
1•xc90•18m ago•0 comments

What we miss when we ignore male infertility

https://www.bbc.co.uk/news/articles/cx2w4kz7z1ko
1•mmarian•20m ago•0 comments

King Charles reveals he paid £12.9M in tax for 2024-25

https://www.bbc.co.uk/news/articles/c8x2151y8q4o
1•mmarian•21m ago•0 comments

Show HN: Turns Any XPost into Carousel

https://tocarousel.app
1•ckkampy•23m ago•0 comments

Trump administration asks OpenAI to stagger release of new model

https://ca.finance.yahoo.com/news/us-presses-meta-agree-ai-213859668.html
1•wahnfrieden•26m ago•0 comments

A Survey on Lawvere's Fixed-Point Theorem (2025)

https://arxiv.org/abs/2503.13536
2•measurablefunc•28m ago•0 comments

I wrote a 750-page book on self-hosting in production

https://selfdeployment.io/#table_of_contents
4•kocyigityunus•31m ago•1 comments

Supercomplete.ai

https://www.supercomplete.ai/
2•ishener•31m ago•0 comments

Facebook/Astryx

https://github.com/facebook/astryx
2•geoffbp•33m ago•0 comments

Show HN: Appaca – AI Workspace for Operators

https://www.appaca.ai/
4•susros•34m ago•0 comments

Seeing Radio Waves at 30fps

https://www.crowdsupply.com/scale-rf/quadrf
2•mrtnmcc•36m ago•0 comments

MIT Open Courseware: Sailing Yacht Design

https://ocw.mit.edu/courses/2-996-sailing-yacht-design-13-734-fall-2003/download/
2•mlhpdx•44m ago•0 comments

Fundamental principles of the universe called into question by two physicists

https://www.scientificamerican.com/article/fundamental-principles-of-the-universe-called-into-que...
2•Jimmc414•45m ago•1 comments

Ludwig Spec Driven Development MCP

https://github.com/samdvr/ludwig
2•monoids•47m ago•0 comments

The Long-Term Thinker

https://zhenyi.gibber.blog/the-long-term-thinker
2•zhenyi•50m ago•0 comments

Show HN: Trophikos – a calm, ad-free recipe and cocktail library for iOS

https://apps.apple.com/us/app/trophikos/id6773508921
3•fetus8•52m ago•0 comments

Architectural Studies #02

https://www.fashionablylatetakes.com/p/architectural-studies-02
2•paulpauper•53m ago•0 comments

Bayer scores landmark victory as Supreme Court overturns Roundup verdict

https://www.fiercepharma.com/pharma/bayer-scores-major-win-scotus-overturns-roundup-verdict
3•olvy0•54m ago•1 comments