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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

Clickup Reduced Headcount by 22%

https://twitter.com/DJ_CURFEW/status/2057522382315929802
3•ankit84•9m ago•2 comments

Show HN: Slow Code, a monthly meetup to practice coding by hand

1•virgil_disgr4ce•17m ago•1 comments

Video Generator

https://github.com/BestGiter/VideoGenerator
1•b3stc0der•20m ago•0 comments

Role of Reconstruction in the Inertness of Gold Toward Oxygen

https://journals.aps.org/prl/abstract/10.1103/g3bc-t1qv
1•bookofjoe•28m ago•0 comments

SF Bay Area Webcams

https://sfcam.live/
1•striking•32m ago•0 comments

Applying metaphors from other fields into software development

https://codeutopia.net/blog/2026/05/23/applying-metaphors-from-other-fields-into-software-develop...
1•nreece•34m ago•0 comments

SSV: Sparse Speculative Verification for Efficient LLM Inference

https://arxiv.org/abs/2605.19893
2•matt_d•38m ago•0 comments

Characterizing Real-World Bugs in Tile Programs for Automated Bug Detection

https://arxiv.org/abs/2605.19652
1•matt_d•40m ago•0 comments

The day my ping took countermeasures

https://blog.cloudflare.com/the-day-my-ping-took-countermeasures/
7•moonleay•40m ago•0 comments

Trump Post Shows Him Gazing at Greenland After Local 'No Means No' Protests

https://www.newsweek.com/trump-post-shows-him-gazing-at-greenland-after-local-no-means-no-protest...
2•SilverElfin•43m ago•0 comments

Characterization of machine learning compilers for LLM inference on NVIDIA GPUs

https://link.springer.com/article/10.1007/s11227-026-08559-6
2•matt_d•43m ago•0 comments

Shannon Got AI This Far. Kolmogorov Shows Where It Stops

https://medium.com/@vishalmisra/shannon-got-ai-this-far-kolmogorov-shows-where-it-stops-c81825f89ca0
1•dnw•44m ago•0 comments

Images are not displayed in emails, newsletters or signatures in classic Outlook

https://support.microsoft.com/en-us/office/images-are-not-displayed-in-emails-newsletters-or-sign...
1•tech234a•47m ago•1 comments

Propuesta TLBIC: Cuarta versión en español

2•michikawa59•50m ago•0 comments

Scammer abusing Microsoft's msonlineservicesteam@ for spam distribution

https://infosec.exchange/@spamhaus/116601270466207765
2•gnabgib•50m ago•0 comments

Almost Every Angband Variant – Play Online

https://angband.live/
1•SubiculumCode•53m ago•0 comments

Pedfs

https://pedfs.com/
1•rafaelcara•53m ago•0 comments

HN: Updating our Databases on AniTroves to provide biggest Anime, Manga database

2•anitroves•53m ago•0 comments

The Silence of the Dying

https://web.archive.org/web/20180930034452/http://nonsuchkitchengardens.com/2010/05/the-silence-o...
2•notknifescience•55m ago•1 comments

Robotic beehives in Florida claim 70% reduction in colony collapse

https://www.foxnews.com/science/ai-robotic-beehives-installed-florida-community-claim-70-reductio...
2•gscott•1h ago•0 comments

A simple AI agent in Java

https://github.com/machineswillrise/jagent
1•onesingleblast•1h ago•0 comments

Scan any codebase in 3s, then verify what your AI builds

https://github.com/anatomia-dev/anatomia
2•stealthyAF•1h ago•0 comments

Joe Rogan accidentally exposed AI in four words [video][12 mins]

https://www.youtube.com/watch?v=waFl4uBfXRA
2•Bender•1h ago•0 comments

Extending MySQL with VillageSQL

https://maxdemarzi.com/2026/05/21/extending-mysql-with-villagesql/
1•maxdemarzi•1h ago•0 comments

Microsoft open-sources "the earliest DOS source code discovered to date"

https://arstechnica.com/gadgets/2026/04/microsoft-open-sources-the-earliest-dos-source-code-disco...
47•DamnInteresting•1h ago•7 comments

Show HN: Play nbsdgames to increase your brain (exclamation mark)

https://github.com/abakh/nbsdgames
2•abakh•1h ago•0 comments

Complexity Has to Live Somewhere (2020)

https://ferd.ca/complexity-has-to-live-somewhere.html
1•vinhnx•1h ago•1 comments

AI didn't kill your junior pipeline. You did

https://andrewmurphy.io/blog/ai-didnt-kill-your-junior-pipeline-you-did
7•MBCook•1h ago•2 comments

Meta Sam 3: Segment Anything with Text, Clicks and Concepts

https://sam3ai.com/
3•wslh•1h ago•0 comments

Guy Won the Anthropic Hackathon Solo. Then He Open-Sourced the Stack

https://old.reddit.com/r/AIAgentsInAction/comments/1t84rlc/this_guy_won_the_anthropic_hackathon_s...
3•thomasjudge•1h ago•0 comments