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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

Understanding how to run a fleet of agents

1•sermakarevich•2m ago•0 comments

Gemini Omni AI Video Generator

https://gemini-omni-ai.com/
1•gregzeng95•10m ago•0 comments

I built my AI Chief of Staff

https://www.cesarrg.com/how-i-built-my-ai-chief-of-staff/
1•cesarrg•16m ago•0 comments

Notes about reading messages with the Python email packages

https://utcc.utoronto.ca/~cks/space/blog/python/EmailPackagesNotes
1•ankitg12•18m ago•0 comments

Spotify's ugly new disco ball icon accomplished its goal

https://www.businessinsider.com/spotify-disco-ball-icon-logo-app-ugly-2026-5
1•doppp•22m ago•0 comments

An Update from Cloudflare's Community Champions (Layoffs)

https://old.reddit.com/r/CloudFlare/comments/1ti4456/an_update_from_cloudflares_community_champions/
1•mmarian•22m ago•1 comments

Cold Email Roaster

https://zerohypelab.com/cold-email-roaster/
1•tbergmann•23m ago•0 comments

What Do Gödel's Incompleteness Theorems Mean?

https://www.quantamagazine.org/what-do-godels-incompleteness-theorems-truly-mean-20260518/
2•isaacfrond•25m ago•0 comments

FBI seeks US-wide access to license plate cameras, wants data in near real time

https://arstechnica.com/tech-policy/2026/05/fbi-seeks-us-wide-access-to-license-plate-cameras-wan...
2•ndsipa_pomu•25m ago•0 comments

Moving from API Operations to Business Capabilities

https://medium.com/@bpedro/moving-from-api-operations-to-business-capabilities-cbff4e08f7b7
1•bpedro•27m ago•0 comments

Parakeet Translates French Audio

https://thoth-app.com/blog/2026-05-19-parakeet-language-drift/
1•MattVePhD•32m ago•1 comments

The Many Kings Problem: Why Humans May Survive an Age of Superior AI [pdf]

https://zenodo.org/records/20281580
1•AccidentalOrder•32m ago•0 comments

LG Electronics Introduces First Native 1000Hz Full HD Gaming Monitor

https://www.lg.com/global/newsroom/news/media-entertainment-solution/lg-electronics-introduces-wo...
2•ksec•32m ago•0 comments

Why Elon Musk lost his suit against OpenAI

https://www.technologyreview.com/2026/05/18/1137488/elon-musk-suit-openai-verdict/
3•Judyrabbit•33m ago•0 comments

I built a scrubber to prevent AI from reading your secrets

1•svn-arv•37m ago•0 comments

RFC 7489 obsoleted and receivers MUST now downgrade to quarantine by default

https://www.rfc-editor.org/rfc/rfc9989.html
4•meysamazad•44m ago•0 comments

Meta Begins Laying Off 8000 Employees

https://www.nytimes.com/2026/05/19/technology/meta-layoffs-ai.html
1•andsoitis•47m ago•0 comments

Show HN: Claude Code Bundle for Bug Hunting with 574 Report Patterns

https://github.com/elementalsouls/Claude-BugHunter
1•ishqdehlvi•49m ago•0 comments

The great digital media valuation collapse

https://www.axios.com/2026/05/19/buzzfeed-media-fire-sales
3•thm•49m ago•0 comments

External Secrets Operator

https://external-secrets.io/latest/introduction/overview/
1•ankitg12•50m ago•0 comments

It used to be a beautifully imperfect world

https://user8.bearblog.dev/it-used-to-be-a-beautifully-imperfect-world/
1•James72689•50m ago•0 comments

UK needs urgent changes to survive global heating

https://www.theguardian.com/environment/2026/may/20/uk-built-for-climate-that-no-longer-exists-an...
2•andsoitis•50m ago•0 comments

A physical dial that locks your screens until you turn it back

https://miradial.com/
1•Kaljurahn•54m ago•0 comments

Join the Waitlist Mobile App

https://getstreek.com/
1•cnnadozi•55m ago•0 comments

Ambient Signifiers

https://boxesandarrows.com/ambient-signifiers/
1•tosh•56m ago•0 comments

Meta lays off ~8k employees

https://www.businessinsider.com/layoff-meta-severance-details-cobra-jobs-2026-5
2•almogo•57m ago•0 comments

SubAlert – get alerted before any subscription charges you

https://www.subalert.org
1•momolii•57m ago•1 comments

Trusted Publishing for NPM Packages

https://docs.npmjs.com/trusted-publishers/
1•Ozzie_osman•57m ago•1 comments

Investigation of unauthorized access to GitHub's internal repositories

https://xcancel.com/i/status/2056949168208552080
2•doener•59m ago•1 comments

The way you draw circles says a lot about you

https://qz.com/994486/the-way-you-draw-circles-says-a-lot-about-you
2•yzydserd•1h ago•0 comments