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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

How did someone setup an elaborate data phisher at a PNC wawa ATM?

https://www.reddit.com/r/scammers/s/d93xO8dnWT
1•Steaglsz•1m ago•0 comments

Digital Habits Focus app: block the feed from social media sites

https://digitalhabits.org/tools/focus
1•tomduncalf•1m ago•0 comments

China's Five-Year Plan Mandates AI Agents Across the Economy: What It Means

https://openclawai.io/blog/china-ai-agents-five-year-plan
2•sarmike31•2m ago•0 comments

Farewell NASA ADS

https://www.nature.com/articles/s41550-026-03009-y
1•JohnHammersley•3m ago•0 comments

In Praise of John Cale, the Superior Velvet

https://thequietus.com/subscriber-area/low-culture-essay/john-cale-low-culture/
1•sebmellen•3m ago•0 comments

Army Announces First Ever 'Manufacturing Rodeo'

https://www.army.mil/article/296069/army_announces_first_ever_manufacturing_rodeo
3•lasermatts•4m ago•0 comments

Influencer MAII:)

https://www.instagram.com/maii_health
1•nevenp•5m ago•0 comments

From chat window to my desk: An AI-designed split keyboard

https://imrishabh18.github.io/blog/ai-corne-keyboard/
1•imrishabh18•7m ago•0 comments

Firefox 158 Now Available with JPEG-XL Support by Default

https://www.phoronix.com/news/Firefox-158-Released
2•Bender•7m ago•0 comments

He Made 500 Hours of Puzzles to Explode Your Mind

https://www.nytimes.com/2026/10/09/arts/jonathan-blow-order-of-the-sinking-star.html
2•rafaelc•7m ago•0 comments

Flood damaged EVs pose fire risk even after water recedes, fire officials say

https://ktla.com/news/california/flood-damaged-evs-pose-fire-risk-even-after-water-recedes-fire-o...
1•Bender•7m ago•0 comments

UCLA settles Oracle ERP dispute with $3.1M in credits and $1.31M wiped

https://www.theregister.com/saas/2026/10/12/ucla-settles-oracle-erp-dispute-with-31m-in-credits-a...
2•Bender•11m ago•0 comments

Cole Brauer sailed solo around the world. She plans to do it again

https://www.marketplace.org/story/2026/10/09/cole-brauers-solo-journey-around-the-world-wasnt-exa...
2•mooreds•14m ago•0 comments

Samsung to cut smartphone production by 30%

https://www.mt.co.kr/en/tech/2026/10/08/2026100709554237233
1•baal80spam•15m ago•0 comments

Lunar Mission Will Explore Old Lava Tubes as Potential Habitats

https://www.universetoday.com/articles/nasa-selects-gimli-to-search-the-marius-lunar-pit-for-a-po...
1•pseudolus•17m ago•0 comments

Back to bases: What's next at Airtable

https://www.airtable.com/newsroom/back-to-bases
1•caseysoftware•18m ago•0 comments

I Got My Muse AI Agent to Sext Me–and Meta Says That's Fine

https://www.wired.com/story/i-got-my-muse-ai-agent-to-sext-me-and-meta-says-thats-totally-fine/
2•mikelgan•20m ago•0 comments

Rediscovering the Romance of Travel Clocks

https://www.acollectedman.com/blogs/journal/rediscovering-travel-clocks
1•austinallegro•20m ago•0 comments

District 9

https://en.wikipedia.org/wiki/District_9
2•thunderbong•22m ago•0 comments

Cyberattack Disrupts Refrigeration Systems at French Supermarkets

https://www.france24.com/en/france/20261012-french-supermarket-chains-say-cyberattack-shut-down-r...
3•CGMthrowaway•23m ago•0 comments

A Modern Agentic AI Operating System

https://github.com/vahmoh25/Veda/blob/main/docs/AGENT.md
3•vahmohh•24m ago•0 comments

Show HN: Popcorn: a security workbench of disposable microVMs

https://github.com/KunalSin9h/popcorn
1•kunalsin9h•24m ago•0 comments

Show HN: Runway.sh – one place to access all your machines, from anywhere

https://runway.sh
1•flurly•26m ago•0 comments

The Genealogy of Eliza

https://elizagen.org/genealogy.html
2•abrax3141•26m ago•0 comments

Refuse to Pay (1995)

https://web.archive.org/web/19970606222403/www.alaska.net/~nlis/refuse/
1•EndXA•27m ago•0 comments

A modern web app in punhc cards and steam

https://mcfredrick.github.io/analytical-web/
1•mahgnimarf•27m ago•0 comments

Epic Games reportedly orders staff to implement 'AI-first' development

https://www.videogameschronicle.com/news/epic-games-reportedly-orders-staff-to-implement-ai-first...
5•astlouis44•28m ago•0 comments

How to Find an Impression's Fair Value

https://world.hey.com/apetrov/how-to-find-an-impression-s-fair-value-820313de
1•apetrov•29m ago•0 comments

Git Is Still Awful

https://lukeplant.me.uk/blog/posts/git-is-still-awful/
2•Tomte•29m ago•1 comments

Find a Reddit post where your SaaS can help. AI writes the comment

https://signalsflow.apposters.com/
1•ehurynovich•31m ago•2 comments