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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

SF dishwasher job posting offers $50 an hour

https://www.sfgate.com/food/article/pho-nguyen-dishwasher-sf-22411841.php
1•goldfishgold•26s ago•0 comments

It's a Great Time to Be Rich in New York

https://www.nytimes.com/2026/09/02/nyregion/new-york-income-inequality.html
1•cwwc•2m ago•0 comments

LogSpecter – Schema-aware secret scanner for cloud logs

https://github.com/Jeffy123-zhu/logspecter
1•jeffy0418•4m ago•0 comments

We Used to Log Off

https://www.doc.cc/articles/we-used-to-log-off
1•LouisLazaris•5m ago•0 comments

Qwen3.8-Max-0902 takes second slot on Code Arena beating Claude Opus 5 max

https://arena.ai/leaderboard/code/webdev
2•yogthos•5m ago•0 comments

The Most Important Lesson

https://hackerfactor.com/blog/index.php?/archives/1103-The-Most-Important-Lesson.html
1•1317•7m ago•0 comments

Reflections on Americans' Net Worth

https://www.betonit.ai/p/reflections-on-americans-net-worth
2•cwwc•13m ago•0 comments

Aethel-World

https://github.com/espnrari-dev/aethel-swarm
1•royriace•15m ago•0 comments

Build your own self-hosted P2P search stack

https://github.com/nikitakarpei/my-yacy-node/tree/main/doc/build-your-own-search-stack
1•nikitakarpei•16m ago•1 comments

Steve Ballmer banned by NBA over improper payment to basketball star

https://www.ft.com/content/6b74303c-0190-4e86-8a7b-feaf3dd29658
2•JumpCrisscross•17m ago•1 comments

Postgres Calculations and the Ambiguity of Null

https://www.crunchydata.com/blog/postgres-calculations-and-the-ambiguity-of-null
1•birdculture•24m ago•0 comments

Against Proxy Optimization

https://doi.org/10.1111/phpr.70138
2•2grue•25m ago•0 comments

Gitmir just beat all the competition

https://gitmir.com/lab
2•venediktov•26m ago•1 comments

Pulitzer Prize for General Nonfiction

https://en.wikipedia.org/wiki/Pulitzer_Prize_for_General_Nonfiction
2•chistev•27m ago•2 comments

JPMorgan curbed lending to Jane Street as trading firm muscled into bond market

https://www.ft.com/content/07e849ac-ea87-4227-81d4-7f18b0d7d473
2•JumpCrisscross•31m ago•0 comments

Workplace surveillance is on the rise, spurred by AI

https://knowablemagazine.org/content/article/society/2026/surveillance-at-work-is-increasing
2•knowablemag•31m ago•0 comments

Show HN: A MT7921U USB Driver for macOS Network Sniffing

https://github.com/Network-Weather/mt76-usb-macos
2•dweekly•33m ago•0 comments

Ask HN: How to Trace Website Ownership

2•nsinghal12•41m ago•1 comments

Why Software Developers Are Highly Unrepresentative of Broader AI Use

https://paulkedrosky.com/why-software-developers-are-hiunrepresentative-of-broader-ai-use/
2•thoughtpeddler•41m ago•0 comments

Srest – A TUI for the Slurm REST API Built in Go

https://srest.scszero.com/docs.html
1•SergioZ3R0•45m ago•0 comments

Show HN: Slop University

https://slop.university/
3•benswift•49m ago•0 comments

How to Predict Uncertainty

https://francesco215.github.io/autoregressive_diffusion/uncertainty.html
1•Sacco215•49m ago•0 comments

ChatGPT for Healthcare

https://openai.com/index/chatgpt-connects-health-records-and-healthcare-sources/
1•Murfalo•49m ago•1 comments

Habab Discord Quest Extension – Open-source browser extension

https://github.com/xloqia03/Habab-Discord-Quest-Extension
1•xloqia03•51m ago•0 comments

Uberexits Nigeria switching of service mid rides

https://twitter.com/eboigbeanita/status/2095196885430546878
1•OoTheNigerian•51m ago•1 comments

Show HN: CoOS – desktop app where an agent builds your CRM/ERP as local plugins

https://pirol.ai/
1•grischajacobs•52m ago•0 comments

Did Vibe Coders win? Is this our end?

1•s_u_d_o•52m ago•0 comments

Ask HN: Are coding agents too cautious because they estimate work in human time?

1•gabosarmiento•53m ago•0 comments

'Insane data': Duke professor Dan Ariely accused of additional research fraud

https://www.dukechronicle.com/article/duke-university-professor-dan-ariely-accused-of-additional-...
4•aanet•54m ago•1 comments

ArsDigita University: 25 Years Later

https://medium.com/@tomhickerson/arsdigita-university-25-years-later-152d135441c3
1•so-cal-schemer•59m ago•2 comments