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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

PhotoCraft Online – A browser editor with English guides

https://photocraftonline.org/
1•visiohex•7m ago•0 comments

Study on AI coding agents finds gains "absorbed" by human review "bottleneck."

https://arstechnica.com/ai/2026/10/ai-coding-agents-generate-more-code-but-not-more-software/
2•evolve2k•8m ago•1 comments

A Rant About Two Things: AI and the People Who Rant About AI

https://www.patreon.com/FluffyQuack/posts/rant-about-two-168230683
1•turpentine•8m ago•0 comments

The Power of Constraint Solvers

https://btmc.substack.com/p/the-awesome-power-of-constraint-solvers
1•sirwhinesalot•9m ago•0 comments

Phone 18 Pro in Everyday Life: Upgrades That Matter – and the Ones You Can Skip

https://thetechboom.com/2026/10/10/iphone-18-pro-everyday-life-real-benefits-australia/
1•ninyeh•13m ago•0 comments

Careless People: An entertaining book with few surprises

https://piotrmzakrzewski.substack.com/p/careless-people-an-entertaining-book
1•gieksosz•15m ago•0 comments

Mac.apk – Run Android Apps Natively on Apple Silicon Macs

https://github.com/kksimp/Mac.apk-Releases
1•phantomathkg•17m ago•0 comments

Tesla Renames FSD to 'Assisted Driving' in Europe

https://www.reuters.com/business/autos-transportation/tesla-renames-full-self-driving-assisted-dr...
1•JumpCrisscross•18m ago•0 comments

Zeroization, part 1: Wiping can make things worse

https://00f.net/2026/10/06/zeroization-1/
1•birdculture•19m ago•0 comments

I expect rapid progress but not towards general superintelligence

https://www.interconnects.ai/p/i-expect-rapid-progress-but-not-towards
1•pretext•26m ago•0 comments

I Made Diablo First Person [video]

https://www.youtube.com/watch?v=xkpLG9keQF0
1•skibz•27m ago•0 comments

The Download: AI's refusal problem and weight-loss drug side effects

https://www.technologyreview.com/2026/10/09/1146250/the-download-ai-refusal-problem-weight-loss-d...
1•joozio•27m ago•0 comments

Could Nigerian eateries become as widespread as Chinese restaurants?

https://www.cnn.com/world/africa/could-nigerian-restaurants-become-as-common-as-chinese-restauran...
1•koolhead17•31m ago•0 comments

Alan Turing – Intelligent Machinery, a Heretical Theory (1951)

https://turingarchive.kings.cam.ac.uk/publications-lectures-and-talks-amtb/amt-b-4
1•yshklarov•32m ago•0 comments

Unauthorized access, personal data leaks surge in Japan

https://www3.nhk.or.jp/nhkworld/news/20261007de55671/
1•phantomathkg•36m ago•0 comments

Cyril Hilsum invented the flat-screen displays that hold us in thrall

https://www.economist.com/obituary/2026/10/08/cyril-hilsum-invented-the-flat-screen-displays-that...
2•sohkamyung•38m ago•0 comments

Encore CloudOps

https://encore.dev
1•handfuloflight•40m ago•0 comments

Zulu Assistant – an ops board and agent workforce for your Mac

https://github.com/zulu-assistant/zulu-assistant
1•mswart427•40m ago•0 comments

Show HN: Nostos – A self-hosted home for reading, notes, and writing

https://github.com/Christian-Gennari/Nostos
1•CalmReader96•40m ago•0 comments

3D structure of DNA may explain how cephalopods evolved complex brains

https://www.univie.ac.at/en/news/detail/3d-structure-of-dna-may-explain-how-cephalopods-evolved-c...
1•geox•42m ago•0 comments

Show HN: Konnextions – A local-or-online contact-centre dialer and CRM

https://konnextions.marketingstudios.in/
1•ms_by_pd•46m ago•0 comments

Meet Bibi: We're Building a Voice-Controlled Robot

https://www.youtube.com/shorts/dQeFn7aHyGc
1•aufklarer•48m ago•0 comments

Rat's Register Allocator

https://hexrat.cc/pages/blog/2026_10_07
1•mpweiher•53m ago•0 comments

OpenAIRE Innovation

https://innovation.openaire.eu//
1•T-A•1h ago•0 comments

Building AI agents? You're probably overpaying for infrastructure

https://withruntime.com/
2•shermansingh•1h ago•0 comments

The Most Backdoor-Looking Bug I've Ever Seen (2021)

https://words.filippo.io/telegram-ecdh/
2•theanonymousone•1h ago•1 comments

Bun 1.4.3

https://bun.com/blog/bun-v1.4.3
1•thetallgeek•1h ago•0 comments

VibeSys Builds a Qwen3.5-397B Engine on MI300A, 2.3× Tuned SGLang

https://syfi.cs.washington.edu/blog/2026-10-08-qwen35-mi300a/
2•matt_d•1h ago•0 comments

Show HN: Check how readable your docs are to AI agents

https://www.veludocs.com/agent-friendly-documentation/
1•_aravindc•1h ago•0 comments

Herdr does not accept unsolicited pull requests

https://github.com/herdrdev/herdr/blob/master/CONTRIBUTING.md
2•figmert•1h ago•0 comments