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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

Jupyter Ipywidget for Editable Tables

https://pypi.org/project/ipyrowtable/
1•jeffrey_t_b•4m ago•1 comments

Newcomb's Problem and Two Principles of Choice (1969) [pdf]

https://danielhoek.com/wp-content/uploads/2020/02/Nozick-Newcombs-Problem-and-Two-Principles-of-C...
1•doener•10m ago•0 comments

Predictable Swarm Scaling

https://wenhaochai.com/blogs/predictable-swarm-scaling.html
1•arkwor•11m ago•0 comments

Show HN: Fusor – Like Vue, but the logic is Rust

https://fusor.build
1•andreespirela•12m ago•0 comments

Newcomb's Problem and Two Principles of Choice

https://link.springer.com/chapter/10.1007/978-94-017-1466-2_7
1•doener•13m ago•0 comments

Functional Decision Theory: A New Theory of Instrumental Rationality (2018)

https://arxiv.org/abs/1710.05060
1•doener•14m ago•0 comments

Ask HN: What are people doing with their OpenClaw set ups now?

2•will10pa•15m ago•0 comments

Rene-1: Open-weight classifier sets SOTA on Decision Index (+9 over Jev)

https://huggingface.co/salfatigroup/rene-1-31b-fp8
2•elonsalfati•15m ago•0 comments

What archaeology reveals about the rise of all-powerful rulers

https://knowablemagazine.org/content/article/society/2026/what-archaeology-reveals-about-rise-of-...
2•marojejian•20m ago•1 comments

Cloudflare's 2026 Annual Founders' Letter

https://blog.cloudflare.com/cloudflares-2026-annual-founders-letter/
2•gpi•26m ago•0 comments

Parametrised tests in Rust with named parameters

https://alexwlchan.net/2026/table-driven-rust/
1•hellerve•30m ago•0 comments

Bookmarks, done right: Give your bookmarks a shape worth keeping

https://chromewebstore.google.com/detail/kosh-bookmark-manager/meldjdfnfgefeoegccphimkmgmeamcce
2•havu12•42m ago•0 comments

Being a Doctor Will Never Be the Same After A.I

https://www.nytimes.com/2026/09/25/opinion/ai-doctor-medical-students.html
1•bookofjoe•46m ago•2 comments

OpenAI to Halt Training of Some Models

https://gizmodo.com/openai-to-halt-training-of-some-models-2000817912
3•HiroProtagonist•48m ago•0 comments

US power companies scramble to secure equipment

https://www.reuters.com/business/energy/us-power-companies-scramble-secure-equipment-surging-data...
1•JumpCrisscross•50m ago•0 comments

A Quick Guide on Creating a Design System

https://www.andrewcoyle.com/blog/a-quick-guide-on-creating-a-design-system
1•SenHeng•51m ago•1 comments

Free Space Bunny Model playground, no signup

https://spacebunnymodel.com/
1•jeyzolo•52m ago•1 comments

Locked out: Why young Europeans can't afford to buy homes

https://www.euronews.com/2026/09/23/locked-out-why-young-europeans-cant-afford-to-buy-homes
2•JumpCrisscross•53m ago•0 comments

Washington Challenges Brussels' Authority over X

https://reclaimthenet.org/washington-challenges-brussels-authority-over-x
1•miohtama•54m ago•0 comments

Five Million Robots Now Operate in Factories Globally

https://ifr.org/ifr-press-releases/news/five-million-robots-now-operate-in-factories-globally
1•JumpCrisscross•56m ago•0 comments

Advice to a Beginning Software Engineer

https://www.seangoedecke.com/advice-to-a-beginning-software-engineer/
1•donsquibio•56m ago•0 comments

SpaceX Pivots Away from Space

https://www.ft.com/content/0fd15797-ac89-4222-a4bb-03a6a1330f48
5•kristianp•56m ago•3 comments

Diagnosing and Mitigating Tool-Call Repetition in MiMo-v2.6

https://mimo.xiaomi.com/blog/mimo-v2-6-tool-call-repetition
1•bashtoni•58m ago•1 comments

3D necroprinting: Leveraging biotic material as the nozzle for 3D printing

https://www.science.org/doi/10.1126/sciadv.adw9953
1•ColinWright•59m ago•0 comments

How many strings can you create per second?

https://lemire.me/blog/2026/09/25/how-many-strings-can-you-create-per-second/
2•kristianp•1h ago•0 comments

VevDB

https://vevdb.com/
1•DASD•1h ago•1 comments

Show HN: Vanish moves heavy computation off your laptop

https://vanishcompute.com/
3•fcesco•1h ago•2 comments

Machine Learning Systems

https://mlsysbook.ai/
1•7777777phil•1h ago•0 comments

Eyes on Asteroids (NASA)

https://eyes.nasa.gov/apps/asteroids/
1•vetchzero•1h ago•0 comments

My Ansible Plugin Had a Jail Escape: CVE-2026-55074

https://blog.hofstede.it/my-ansible-plugin-had-a-jail-escape-cve-2026-55074/
1•zdw•1h ago•0 comments