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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

Demystifying Noise Contrastive Estimation

https://jxmo.io/posts/nce
1•jxmorris12•1m ago•0 comments

Apple Foundation Models

https://platform.claude.com/docs/en/cli-sdks-libraries/libraries/apple-foundation-models
2•MehrdadKhnzd•4m ago•0 comments

AI Agents Don't Need SMS APIs. They Need Infrastructure

https://blog.bridgexapi.io/from-rest-apis-to-mcp-making-messaging-infrastructure-ai-native
1•Bridgexapi•11m ago•0 comments

Fugee, an agentic AI assistant for displaced people and asylum seekers [video]

https://www.youtube.com/watch?v=PYGzJZj7LfM
2•helmo•17m ago•0 comments

'Worst Example of Misconduct': Court Affirms Sanctions for Erroneous AI Cites

https://www.law.com/therecorder/2026/06/12/worst-example-of-misconduct-appellate-court-affirms-sa...
1•1vuio0pswjnm7•20m ago•0 comments

'Strains Credulity': Judge Rejects Meta's Attempt to Dismiss Copyright Suit

https://www.law.com/therecorder/2026/06/12/strains-credulity-judge-rejects-metas-attempt-to-dismi...
1•1vuio0pswjnm7•21m ago•0 comments

Who is the Real Dennis Ritchie? (1991) [pdf]

https://dmrthesis.net/wp-content/uploads/2021/08/BLR-Article-UNIXWorld-Jan1991-A.pdf
2•caned•21m ago•0 comments

A brief tour of the PDP-11, the most influential minicomputer of all time (2022)

https://arstechnica.com/gadgets/2022/03/a-brief-tour-of-the-pdp-11-the-most-influential-minicompu...
2•jensgk•21m ago•0 comments

Ask HN: How can we democratize agentic coding

1•omot•22m ago•0 comments

US Lawmakers Pressing DOJ on fraud, bribery case against Indian Billionaire

https://www.law.com/international-edition/2026/06/12/us-lawmakers-are-pressing-the-doj-on-its-dec...
1•1vuio0pswjnm7•23m ago•1 comments

A Galois Field Arithmetic Primer

https://tomverbeure.github.io/2026/06/14/Galois-Field-Arithmetic-Primer.html
2•matt_d•23m ago•0 comments

Quantum Horizon: Quantum Computing as a Threat to Bitcoin and Ethereum

https://arxiv.org/abs/2606.14484
1•OutOfHere•23m ago•0 comments

Show HN: Prela – A Compositional and Controllable Query Language

https://prela-lang.org
1•remywang•27m ago•0 comments

ArkType: The Parse-Don't-Validate Sequel I Didn't Know I Needed

https://cekrem.github.io/posts/arktype-parse-dont-validate-sequel/
2•jcbhmr•30m ago•0 comments

Found this FREE open source APP which is an absolute GEM

https://github.com/Prithvi-Web/Treemap
1•DaGoat487•30m ago•2 comments

I indexed 936 Lex Fridman episodes into a RAG that cites its sources

https://github.com/aranajhonny/omnipod
1•akatsutki•35m ago•0 comments

Bretisilocin

https://en.wikipedia.org/wiki/Bretisilocin
2•isoprophlex•40m ago•0 comments

Ask HN: What does your local LLM setup looks like?

2•the-mitr•42m ago•0 comments

Stripping KiezelPay (and other network calls) from Pebble Watch Faces

http://luke.abq.nm.us/blog/2026-06-14-Pebble-Watchface-Strip-KiezelPay/
1•sleepyink•47m ago•0 comments

Catjam 2026

https://itch.io/jam/catjam-2026
1•pigeons•48m ago•0 comments

The Tragedy of the Commoner

https://hughhowey.com/the-tragedy-of-the-commoner/
2•bjhess•50m ago•0 comments

Ask HN: Data source used for training Anthropic's Mythos?

2•sandeepkd•50m ago•1 comments

Is using AI in school cheating?

https://www.totalnoise.ai/blog/educationandai/
1•hasmatt•55m ago•0 comments

OpenAI under investigation by group of state attorneys general

https://www.reuters.com/business/openai-under-investigation-by-coalition-state-attorneys-general-...
2•Soumya_Max•57m ago•0 comments

Google sues alleged operators of an AI-powered phishing kit

https://www.reuters.com/legal/government/google-targets-ai-powered-phishing-new-york-lawsuit-2026...
1•Soumya_Max•58m ago•0 comments

Building Software vs. Building a House

2•filup•1h ago•0 comments

Domain-Specific AI for Pharma, Biotech and Medical Professionals

https://www.noah.bio/
1•ilreb•1h ago•0 comments

UK may ban social media for children under 16

https://techcrunch.com/2026/06/14/uk-may-ban-social-media-for-children-under-16/
1•SilverElfin•1h ago•0 comments

Long-Form Video Understanding: Bottlenecks and Design Choices – Part 1

https://yinghonglan.substack.com/p/long-form-video-understanding-bottlenecks
1•rented_mule•1h ago•0 comments

Show HN: Descript Meets Screen Studio with Upload to YouTube / Free

https://www.screen.cam/
1•johnwheeler•1h ago•0 comments