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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

Master: A Rails-style full-stack framework for Node.js

https://masterjs.org
1•xbudik•6m ago•0 comments

Show HN: Zillow Image Downloader

https://chromewebstore.google.com/detail/zillow-image-downloader/bgfmccnkpdemklleoobkeghghcjakllh
1•qwikhost•14m ago•0 comments

AI Companies Investing Billions in Residential Proxy

https://nanog.org/events/nanog-97/content/5771
2•lakoshi•18m ago•1 comments

The Countdown to a Major Oil Price Surge Has Begun

https://oilprice.com/Energy/Energy-General/The-Countdown-to-a-Major-Oil-Price-Surge-Has-Begun.html
3•iamnothere•22m ago•2 comments

Ring Holders Club

https://www.ringholders.club
2•pipnonsense•24m ago•0 comments

RISC-V SpacemiT K3 Boot Process

https://blog.ludovic.dev/2026/06/08/spacemit-k3-boot-process.html
2•luyu_wu•24m ago•0 comments

"iNTERFACEWARE is now entering it's fifth phase"

https://www.interfaceware.com
2•nkrumm•26m ago•0 comments

Firefox adds Google Play Integrity checks for it's AI features

https://bugzilla.mozilla.org/show_bug.cgi?id=2015109
2•drewfax•28m ago•1 comments

CC-Ledger: Per-PR cost and token analyzer for devs tired of tokenmaxxing

https://github.com/delta-hq/cc-ledger
2•tejpal-diffuse•31m ago•0 comments

Show HN: Free summary, fact check, ELI5 of any text on CPU

https://github.com/kouhxp/fftext
2•mrkn1•32m ago•0 comments

FreezeTube – 200-line Chrome extension that disables YouTube's infinite scroll

https://chromewebstore.google.com/detail/freezetube/jbhihladabkggdgbhkgdgpbjjogehgnk
2•OmarElboray•32m ago•0 comments

Ubiquitination of glycogen and metabolites in cells and tissues

https://www.nature.com/articles/s41586-026-10548-x
2•PaulHoule•33m ago•0 comments

Vercel Settles with DOJ for Not Complying with Electronic Search Warrant

https://www.justice.gov/opa/pr/contempt-proceedings-failure-comply-search-warrant-conclude-vercel...
2•benjaminhays•34m ago•0 comments

GTM Is a Creative Act

https://atlas.attio.com/gtm-is-a-creative-act
2•tanishqkanc•35m ago•0 comments

Bus, cars, houses torched in Belfast anti-immigration riots

https://www.thetimes.com/uk/crime/article/bus-cars-protests-belfast-immigration-t59n3lsf8
2•alephnerd•35m ago•1 comments

Ax-engine: Native Apple Silicon ML inference runtime with a fast Rust core

https://github.com/defai-digital/ax-engine
2•automatosx•35m ago•0 comments

Tests suggest Russian satellites can jam GPS on a continental scale

https://arstechnica.com/space/2026/06/tests-suggest-russian-satellites-can-jam-gps-on-a-continent...
3•jonbaer•36m ago•0 comments

Show HN: KnowledgeMCP – Turn any docs into an MCP endpoint (0 LLM at query time)

https://github.com/hashwnath/KMCP
2•Hashwanths•39m ago•0 comments

Tesla fans, feeling duped, take the Elon Musk-owned company to court

https://www.rnz.co.nz/news/business/597777/tesla-fans-feeling-duped-take-the-elon-musk-owned-comp...
5•billybuckwheat•39m ago•0 comments

Ottawa's bill regulating social media, AI expected to include age restrictions

https://www.cbc.ca/news/politics/online-harms-social-media-ban-youth-teens-9.7228651
4•pseudolus•40m ago•0 comments

We had to build new evals for Fable

https://hex.tech/blog/fable-evals/
2•izzymiller•41m ago•0 comments

Task Force on the Declassification of 'Federal Secrets'

https://www.youtube.com/watch?v=4couUZtAkew
2•keepamovin•43m ago•0 comments

macOS Container Machines

https://github.com/apple/container/blob/main/docs/container-machine.md
40•timsneath•47m ago•8 comments

Claude Fable 5's system prompt leaked

https://twitter.com/elder_plinius/status/2064478648057610422
5•rob•50m ago•0 comments

Microsoft Defender 'RoguePlanet' zero-day grants SYSTEM privileges

https://www.bleepingcomputer.com/news/microsoft/microsoft-defender-rogueplanet-zero-day-grants-sy...
4•882542F3884314B•51m ago•0 comments

Microsoft AI head calls out Anthropic for acting like Claude is conscious

https://www.theverge.com/tech/947197/microsoft-ai-mustafa-suleyman-anthropic-claude-conscious
3•Timofeibu•51m ago•0 comments

AT&T "You Will" Commercials (1993) [video]

https://www.youtube.com/watch?v=a2EgfkhC1eo
2•madrox•54m ago•0 comments

Miasma Supply Chain Attack Toolkit Source Code Leaked on GitHub

https://safedep.io/inside-the-miasma-supply-chain-attack-toolkit/
2•birdculture•56m ago•0 comments

Show HN: agent skill to generate aesthetic and interactive diagrams

https://github.com/plannotator/effective-html
2•ramoz•1h ago•0 comments

AI Subscriptions Are Dead

https://twitter.com/i/status/2064492311686607161
3•twapi•1h ago•0 comments