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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

OS Written in Embedded Swift

https://github.com/asaptf/swift-os
1•w10-1•1m ago•1 comments

The Story of Semicolon

https://sheets.works/data-viz/semicolon
1•theanonymousone•1m ago•0 comments

A Man Who Ran Putin's Hit Squad [video]

https://www.youtube.com/watch?v=JsdSeHnJzU4
1•dralley•2m ago•0 comments

Why are Linux devices called TTY? [video]

https://www.youtube.com/watch?v=31JBOlrzPXs
1•737max•4m ago•0 comments

A framework for systematically addressing undefined behavior in the C++ Standard [pdf]

https://www.open-std.org/jtc1/sc22/wg21/docs/papers/2026/p3100r6.pdf
1•linkdd•6m ago•0 comments

My Taste Is Better Than Your Taste

https://www.jasonwu.ink/signals/2026-06-19-my-taste-is-better-than-your-taste
2•whiteblossom•7m ago•0 comments

Outlaw Billionaires

https://www.ddesignlab.org/our-work/outlaw-billionaires
2•robin_reala•10m ago•0 comments

Google has made us Stupid

https://www.spokenlikeageek.com/2026/06/19/google-has-made-us-stupid/
2•speckx•11m ago•0 comments

Try AI Operators on PostgreSQL

https://samtsql.com/
1•itrummer•14m ago•0 comments

Worlds Smallest microcontroller, the Cortex M0 MCU MSPM0C1104

https://www.hackster.io/mortenpaghfrederiksen/world-s-smallest-32-bit-arm-the-cortex-m0-mcu-mspm0...
1•andrewstuart•15m ago•0 comments

Ask HN: How to stop your coding agent from creating just AI slop for the UI/UX?

1•AlanAAG•16m ago•1 comments

Show HN: Surface skill for HTML pages a coding agent watches and reacts to

https://github.com/aac/surface
1•andrewacove•19m ago•1 comments

Americans Want More Trains. Amtrak Delivers

https://amtraknewera.com/
2•mooreds•22m ago•0 comments

Where in the wave of Physical are we now?

1•meligoli•23m ago•0 comments

Indian Peaks Wilderness

https://www.indianpeakswilderness.org/indian-peaks-wilderness
1•mooreds•23m ago•0 comments

Bison herd defend a newborn calf from wolf attack in a primeval Polish forest

https://www.livescience.com/animals/land-mammals/watch-bison-herd-defend-a-newborn-calf-from-wolf...
1•speckx•24m ago•0 comments

InfiniBand, RoCE, and All That

https://fergusfinn.com/blog/infiniband-roce-rdma/
1•kkm•24m ago•0 comments

Ask HN: What's the hardest part of maintaining a legacy codebase?

1•rafaepta•24m ago•3 comments

When Local Blocks Go Global: The India-Telegram BGP Incident

https://www.kentik.com/blog/when-local-blocks-go-global-the-india-telegram-bgp-incident/
1•wmf•26m ago•0 comments

"Optimizing" Concurrent Regexes

https://ayende.com/blog/204035-a/optimizing-concurrent-regexes
1•ayende•27m ago•0 comments

Flint Paper Battery

https://www.flintlabs.com/
1•wilsonfiifi•28m ago•1 comments

Managing High Performers

https://staysaasy.com/startups/2024/05/08/managing-high-performers.html
3•thisismytest•28m ago•0 comments

How are we so complacent with all the broken promises of social media?

https://circuitbored.com/viewtopic.php?t=247
2•winternett•29m ago•0 comments

Show HN: NanoEuler – GPT-2 scale model in pure C/CUDA from scratch

https://github.com/JustVugg/nanoeuler
2•vforno•30m ago•0 comments

BI 240 Cristopher Moore: Cognition and Computational Complexity

https://braininspired.co/podcast/240/
1•chrsw•32m ago•0 comments

The RAM crisis just killed Nothing's next budget phone

https://www.techradar.com/phones/nothing-phones/the-ram-crisis-just-killed-nothings-next-budget-p...
2•not4uffin•33m ago•0 comments

AI makes us more of who we are

https://www.ricky-dev.com/ai/2026/06/ai-makes-us-more-of-ourselves/
1•DigitallyBorn•33m ago•1 comments

Giant Banana Pulled over in Montana Driver Says Cops Have Stopped Him 100s Times

https://cowboystatedaily.com/2026/06/18/giant-banana-pulled-over-in-montana-driver-says-cops-have...
3•Bender•34m ago•0 comments

Show HN: Nommy – Website builder and digital menu platform for food businesses

https://nommy.app
1•matthewphiong•35m ago•0 comments

Confidential Containers

https://confidentialcontainers.org/
2•ofrzeta•36m ago•0 comments