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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Surprise fossil discoveries push back the evolution of complex animals

https://www.newscientist.com/article/2521980-surprise-fossil-discoveries-push-back-the-evolution-...
1•Brajeshwar•18s ago•0 comments

F-15E Wreckage Photos Amid Iranian Claims It Shot Down an American Fighter

https://www.twz.com/air/photos-of-f-15e-wreckage-emerge-amid-iranian-claims-it-shot-down-an-ameri...
1•uticus•19s ago•0 comments

Swiss Inflation Rises to Highest Level in a Year on Jump in Oil Costs

https://www.wsj.com/economy/swiss-inflation-rises-to-highest-level-in-a-year-on-jump-in-oil-costs...
1•bookofjoe•21s ago•0 comments

SubLOGIC Flight Simulator II

https://computeradsfromthepast.substack.com/p/plus-post-sublogic-flight-simulator
1•rbanffy•1m ago•0 comments

ATGeo: Places for at Protocol

https://atgeo.org/
1•Kye•1m ago•0 comments

Fourwords, a free open human and machine friendly global positioning standard

https://yoshimi.space/four/
1•fish43•2m ago•0 comments

Show HN: Free tool to roast your LinkedIn

https://vibe-audit-lab.base44.app
1•gavrielamati•2m ago•0 comments

Making an Interactive Video Model

https://sahirp.com/writing/tap_conditioned_world_models/
1•er1t0•4m ago•0 comments

Magic: The Gathering Is Turing Complete

https://arxiv.org/abs/1904.09828
1•dan-bailey•5m ago•0 comments

Notebooks: SQL Analysis, Reimagined

https://tabularis.dev/blog/notebooks-sql-analysis-reimagined
1•thunderbong•8m ago•0 comments

The more evidence behind a therapy, the less the public trusts it

https://www.statnews.com/2026/04/03/peptides-statins-research-trust-bpc-157/
2•clumsysmurf•9m ago•0 comments

Ask HN: Where can my story live? Everywhere feels like an empty room

1•arc_light•9m ago•0 comments

Figure out the "rules" for each ring in the Venn diagram by playing object cards

https://boardgamegeek.com/boardgame/408547/things-in-rings
1•uticus•9m ago•0 comments

Second Revision of 6502 Laptop

https://codeberg.org/TechPaula/LT6502b
1•uticus•10m ago•0 comments

Building a Plugin Architecture in Spring Boot Without Inventing a Framework

https://medium.com/all-things-software/plugin-architecture-in-spring-boot-without-a-framework-8b8...
1•dknj•11m ago•0 comments

Nintendo's legal fight with Palworld suffers a reversal as USPTO rejects patent

https://www.rockpapershotgun.com/nintendos-legal-fight-with-palworld-suffers-a-reversal-as-the-us...
1•HardwareLust•11m ago•1 comments

Show HN: ClauseWize – Upload a contract, get risk score and negotiation language

https://clausewize.com
1•pratikdoshi01•13m ago•0 comments

Protecting Godot games against reverse engineering

https://alicegg.tech/2026/04/03/godot-encryption
1•zer0tonin•14m ago•0 comments

The AI that learned when to fire itself

https://zenodo.org/records/19401816
1•cfulger•15m ago•1 comments

Austria's Ex-Foreign Minister Flees to Russia by Military Jet, Brings Ponies

https://united24media.com/latest-news/austrias-ex-foreign-minister-flees-to-russia-by-kremlin-mil...
2•vrganj•21m ago•1 comments

Adult German men must request permission to leave Germany for more than 3 months

https://www.fr.de/politik/drastische-wehrpflicht-aenderung-maenner-die-deutschland-laenger-wollen...
20•raffael_de•25m ago•10 comments

Jj v0.40.0 Released

https://github.com/jj-vcs/jj/releases/tag/v0.40.0
1•birdculture•27m ago•0 comments

First MCP server for Guesty property management – 39 tools, open source

https://github.com/DLJRealty/guesty-mcp-server
1•DLJRealty•28m ago•0 comments

Blaming insecurity on consumer Wi-Fi routers on foreign OEMs is a red herring

https://www.networkworld.com/article/4153824/why-cant-we-have-nice-routers-anymore.html
2•CrankyBear•29m ago•0 comments

API for UK waste carrier verification, EWC classification and digital WTNs

https://wastecheck.co.uk
1•mhaysom•30m ago•0 comments

I fact-checked Scientific American, with accidental help from Anthropic

https://iron.blue/blog/2026/apr-may-jun/the-claude-code-leak-is-a-huge-nothingburger
1•slowmover•34m ago•1 comments

Show HN: Replace 6 months of GTM trial-and-error with simulated buyers

https://github.com/wednesday-solutions/rightsuite.co
4•ali_chherawalla•34m ago•0 comments

Characterizing Abusive IP Proxies [pdf]

https://www.first.org/global/sigs/netsec/NETSEC.characterizing-abusive-IP-proxies.pdf
1•jtkristoff•34m ago•0 comments

I run my company from Emacs

https://www.thetypicalset.com/blog/emacs-as-ceo-operating-system
3•remilouf•36m ago•1 comments

Visualization of Tensors

https://www.udiprod.com/visualization-of-tensors/
2•amai•38m ago•0 comments