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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

Show HN: Kitchen Rush, Overcooked inspired LLM tool calling benchmark

https://github.com/bassimeledath/kitchen-rush
1•bombastic311•25s ago•0 comments

Movebound: The Art of Zugzwang

https://www.thearticle.com/movebound-the-art-of-zugzwang
1•Pamar•48s ago•0 comments

Discovery debt: The debt that doesn't slow you down

https://www.leadinginproduct.com/p/discovery-debt
1•benkan•49s ago•0 comments

The US government's Anthropic models ban was never about an AI jailbreak

https://techcrunch.com/2026/06/15/the-us-governments-anthropic-models-ban-was-never-about-an-ai-j...
1•SilverElfin•1m ago•0 comments

Why do South Koreans love AI so much?

https://www.technologyreview.com/2026/06/15/1138983/why-do-south-koreans-love-ai-so-much/
1•joozio•7m ago•0 comments

Cross-Language Data Types

https://ekxide.io/blog/cross-language-data-types/
1•birdculture•8m ago•0 comments

Show HN: A spreadsheet where your code never reads B7

https://github.com/logisky/LogiSheets/discussions/415
1•JeremyHe•10m ago•0 comments

Show HN: GitHits Public Beta 0.9

https://githits.com/
1•skvark•10m ago•0 comments

Correlated LLM Name Priors and Their Haunting of the Web and Academic Publishing

https://arxiv.org/abs/2606.02184
1•wise_blood•12m ago•0 comments

Adobe's record year couldn't save its stock

https://www.artificialstudio.ai/blog/adobe-record-year-couldnt-save-its-stock
1•artificialstudi•13m ago•0 comments

OpenAI spending hit $34B last year ahead of planned IPO

https://www.ft.com/content/e15b0d7e-ff6b-4f16-ba7a-4068feddb828
1•merksittich•13m ago•1 comments

Vulnerability Forecast Update: Navigating the AI Epoch

https://www.first.org/blog/20260615-vulnerability-forecast-update
1•jruohonen•13m ago•1 comments

Mythos/Fable-5 is a greedy Depth First Search system

https://ankitmaloo.com/fable/
2•ankit219•18m ago•0 comments

Show HN: DocShrink – An offline image and PDF optimizer in your Chrome sidebar

https://github.com/Aditya5556/Shrinkk
1•Aditya_5556•20m ago•0 comments

Shoehorning Flying Toasters into a ESP32-S3

https://taoofmac.com/space/blog/2026/06/14/1400
2•adunk•23m ago•0 comments

Show HN: Tracore – We turned our resume parser into a document-to-JSON API

https://tracore.io/en/
1•imalov•23m ago•0 comments

CATL: Solid-state batteries are in years away from mass market

https://carnewschina.com/2026/06/15/catl-boss-drops-solid-state-battery-reality-check-years-away-...
1•phront•24m ago•0 comments

Know When to Stop, Pivot, or Double Down

https://julienreszka.com/blog/know-when-to-stop-pivot-or-double-down/
1•julienreszka•25m ago•0 comments

Ask HN: Claude renamed my VM from the inside?

2•twooclock•36m ago•0 comments

How to bring down cheap, low-flying drones

https://www.economist.com/science-and-technology/2026/06/01/how-to-bring-down-cheap-low-flying-dr...
2•austinallegro•37m ago•2 comments

Colossal Squid Are Everywhere. We've Been Looking Wrong [video]

https://www.youtube.com/watch?v=-W1Mwd0BWT4
2•mpweiher•40m ago•0 comments

Show HN: Topaz – A small Unicode-first language that compiles to Rust

https://github.com/studiohaze/topaz
1•yo_tafo•40m ago•1 comments

Do call yourself a programmer, and other career advice (2013)

https://yosefk.com/blog/do-call-yourself-a-programmer-and-other-career-advice.html
1•downbad_•43m ago•0 comments

Show HN: Ensure actionable Google Forms responses using automatic feedback

https://workspace.google.com/marketplace/app/ai_response_feedback_for_forms/1081979139028
1•komlan•45m ago•0 comments

DeepSeek raises $7B at $50B valuation

https://digg.com/tech/lxwv71a1?rank=6
3•ilreb•45m ago•3 comments

Keep Alive, fire powered WiFi survival guide (2015)

https://arambartholl.com/keepalive/
1•thenthenthen•46m ago•1 comments

Horsewood Before and After: What Users Are Saying in 2026

https://finance.yahoo.com/sectors/healthcare/articles/horsewood-urgent-report-2026-horse-19110038...
1•rapijats•47m ago•1 comments

Specification Based Programming

https://shape-of-code.com/2026/06/14/specification-based-programming/
1•jruohonen•48m ago•1 comments

Don't write to two systems. Write to one [video]

https://www.youtube.com/watch?v=OfE_GlT-QKo
2•acairns•49m ago•0 comments

The mathematical secrets hidden at the heart of Barcelona's Sagrada Família

https://theconversation.com/the-mathematical-secrets-hidden-at-the-heart-of-barcelonas-sagrada-fa...
4•jruohonen•54m ago•0 comments