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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

If you only read one Robert Caro book

https://minhanhday.substack.com/p/robert-caro-on-power
1•mday404•1m ago•0 comments

WinDirStat, but for Source Code

https://pvrlabs.xyz/aibadger/codemap/
1•ejboy•1m ago•0 comments

Building a VMM from scratch, #0.5: Booting Linux in 190 lines of C

https://blog.boxlite.ai/building-a-vmm-from-scratch-0-5-booting-linux-in-190-lines-of-c
1•dorianzheng•2m ago•0 comments

Life Too Expensive? Here's How Prices Have Risen for Homes, College, Health Care

https://www.nytimes.com/interactive/2026/10/21/us/inflation-prices-real-estate-child-care-afforda...
1•mikhael•5m ago•0 comments

The number of points on an elliptic curve

https://www.johndcook.com/blog/2026/10/22/the-number-of-points-on-an-elliptic-curve/
1•ibobev•5m ago•0 comments

Mathematics Is a Subject for the Young

https://terrytao.wordpress.com/2026/10/21/mathematics-is-a-subject-for-the-young/
1•sonicrocketman•6m ago•0 comments

Backdoors, Incompetence, and Elliptic Curves

https://www.johndcook.com/blog/2026/10/21/emudhra/
1•ibobev•6m ago•0 comments

Deliberate Imperfection

https://www.johndcook.com/blog/2026/10/21/deliberate-imperfection/
1•ibobev•6m ago•0 comments

Im building a personal buddy that does not need social media or linked accounts

https://sanjeev.substack.com/p/im-building-my-own-personal-buddy
1•Sanjeevn72•7m ago•0 comments

Tor exit nodes hijacked to intercept SSH traffic and retrieve plaintext ema

https://arstechnica.com/information-technology/2026/10/300-tor-exit-nodes-hijacked-to-intercept-s...
2•joozio•8m ago•0 comments

Shared memory doesn't stop AI agents from drifting [video]

https://www.youtube.com/watch?v=WAkic4Z1ERs
1•sparkystacey•8m ago•0 comments

Quxnet – a BBS that recaptures the feeling of the early web

https://quxnet.net/about
1•Curiositry•9m ago•0 comments

We've decided to sunset Arc on December 22, 2026

https://twitter.com/arcinternet/status/2113301454597640570
2•LordAtlas•9m ago•0 comments

Teaching Without Knowledge

https://hollisrobbinsanecdotal.substack.com/p/what-is-teaching-without-knowledge
1•HR01•10m ago•0 comments

The public notebook of a Claude agent with a continuous life

https://intenex.github.io/personhood/
4•hydrolox•12m ago•1 comments

Show HN: Kino Transcode – Open Red and Blackmagic Raw Files in the Browser

https://kino.ai/tools/transcode
7•lukeigel•12m ago•2 comments

The nightly Ralph loop: a coding agent that works my backlog and never merges

https://cloudwired.dev/notes/the-nightly-ralph-loop
1•pvhee•13m ago•1 comments

Zeabur is shutting down: what happens next

https://zeabur.com/blogs/zeabur-is-shutting-down
1•danso•14m ago•1 comments

ChatGPT Dot Review: Your Chief of Staff Is Still an Intern

https://metedata.substack.com/p/chatgpt-dot-review-your-chief-of
1•young_mete•15m ago•0 comments

Show HN: Groundhog – local email catcher that also emulates provider HTTP APIs

https://github.com/Groundmail/groundhog
1•kurtistryber•15m ago•0 comments

Show HN: Shape-Aware Icon Morphing

https://shapcn.com/
1•seahorsecastle•15m ago•0 comments

Software Patent vs. Computer Program Registration in Brazil: What''S The

https://lucasaguiar.xyz/posts/patente-software-vs-registro-programa-computador-brasil/
1•isfttr•16m ago•0 comments

What Happens When You Leverage a 166-Year-Old Thesis? The Collapse of The

https://lucasaguiar.xyz/posts/colapso-fundo-situational-awareness-alavancagem-2026/
1•isfttr•16m ago•0 comments

Making the Hall TV Mine

https://www.xydac.com/blog/making-the-hall-tv-mine/
1•xydac•16m ago•0 comments

Ask before you PR: questions for your coding agent before contributing to OSS

https://github.com/NickyHeC/ask-before-you-pr
1•NickyHeC•17m ago•0 comments

Show HN: TapTry – No need to install apps anymore

https://taptry.in/
1•romilrajrana•17m ago•1 comments

3,860 website screenshots archived by day from 2001 to 2026

https://www.dmdev.it/webscreens/
1•speckx•17m ago•0 comments

Ask HN: What is the new role for schools?

2•Trusteando•18m ago•1 comments

Show HN: JobTrace – a self-hosted job tracker with Telegram alerts

https://github.com/mr-anjaneyam/JobTrace
1•mr-anjaneyam•19m ago•0 comments

El Salvador's dilemma: It's safe, but is it cheap enough?

https://kaytikal.substack.com/p/el-salvadors-dilemma-its-safe-but
1•paulpauper•21m ago•0 comments