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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

Skeg: A vector database that gives the RAM back to your model

https://github.com/skegdb/skeg
1•lupodevelop•2m ago•0 comments

Alexandr Wang's bid to revive Meta's AI edge

https://www.ft.com/content/d26faf9d-6ef0-4480-ab80-bac6a36fe173
2•merksittich•7m ago•0 comments

Show HN: OpenSOP, We got tired of agents lying to us, so we built them a harness

https://opensop.ai/
3•carlosamg•7m ago•1 comments

Akaganite, a managed Rust toolchain for licensed console developers (Xbox, PS 5)

https://akaganite.com
2•pjmlp•8m ago•0 comments

Project Sunrise Nears Reality as Qantas' Airbus A350-1000ULR Makes Maiden Flight

https://simpleflying.com/project-sunrise-qantas-a350-1000ulr-maiden-flight/
2•rbanffy•9m ago•0 comments

A chart detailing countries' attitudes toward international cuisines

https://old.reddit.com/r/Infographics/comments/1m2qpse/a_chart_detailing_countries_attitudes_toward/
3•surprisetalk•9m ago•0 comments

Which sparkling water is the best?

https://www.maximevidal.com/sparkling-water
1•vmaxmc2•10m ago•0 comments

32GB of DDR5 now costs $375 – AI shortage continues to squeeze PC building

https://www.tomshardware.com/pc-components/ddr5/32gb-of-ddr5-now-costs-usd375-minimum-ai-shortage...
3•papersail•11m ago•0 comments

Session Vault – Stop Chrome from Discarding Heavy Claude and AI Tabs

https://chromewebstore.google.com/detail/session-vault/mnjlmmekjefpcjopgdbadafkdjibbhpa
1•Flowent•11m ago•0 comments

Show HN: Threshold Concepts in CS – ideas that permanently change how you think

https://github.com/nikitph/awesome-threshold-concepts
1•loaderchips•12m ago•0 comments

Meta workers can opt out of being tracked at work up to 30 min

https://www.bbc.com/news/articles/c93x0k194yno
3•reconnecting•12m ago•0 comments

India's High-Stakes Push for Sovereign AI Faces Reality Check

https://www.bloomberg.com/news/features/2026-06-02/modi-wants-india-to-join-japan-uk-in-ai-superp...
1•jmsflknr•12m ago•0 comments

New York to require 3D printers to be equipped with filter software

https://www.governor.ny.gov/news/keeping-new-yorkers-safe-governor-hochul-signs-legislation-stren...
1•15155•14m ago•0 comments

AI Bots Cite Dentists More Than Fortune 500s. The Data Surprised Us

https://engagemii.com/blog/dentists-vs-fortune-500-ai-citations
2•Greg_engagemii•15m ago•0 comments

Show HN: Python PCAP Analyzer

https://github.com/Raduurjan/Python_PCAP_analyzer
1•RaduUrj•16m ago•0 comments

AI licensing coalition SPUR in expansion

https://pressgazette.co.uk/news/ai-licensing-coalition-spur-in-huge-expansion/
1•thm•16m ago•0 comments

Basic Soldering Lesson 1 – "Solder and Flux" [video]

https://www.youtube.com/watch?v=vIT4ra6Mo0s
2•__natty__•17m ago•0 comments

Europe's First Apple Developer Center to Open in Berlin

https://www.apple.com/uk/newsroom/2026/06/europes-first-apple-developer-center-to-open-in-berlin/
1•thm•17m ago•0 comments

ChatGPT Isn't Just Changing How We Work. It's Harming How We Think

https://thewalrus.ca/chatgpt-isnt-just-changing-how-we-work-its-harming-how-we-think/
1•debo_•19m ago•0 comments

Google's Top DMCA Sender Plateaus at 70M Takedowns per Week

https://torrentfreak.com/googles-top-dmca-sender-plateaus-at-70-million-takedowns-per-week/
2•isaacfrond•19m ago•0 comments

API/MCP to check if a physical product is legal to sell in 103 countries

https://legaldata-public.cleolabs.co/products
1•naomiehl•19m ago•0 comments

EU plots long game against US digital supremacy

https://www.politico.eu/article/eu-plots-long-game-against-us-digital-supremacy/
2•thm•20m ago•0 comments

German startup advancing compressor-free electrocaloric heat pump technology

https://www.pv-magazine.com/2026/06/02/german-startup-advancing-compressor-free-electrocaloric-he...
2•rustoo•20m ago•0 comments

Are Electrons Real?

https://physics.aps.org/articles/v19/70
1•sohkamyung•21m ago•0 comments

Amazon's Ring sued over facial recognition feature

https://www.reuters.com/legal/government/amazons-ring-sued-over-facial-recognition-feature-latest...
2•1vuio0pswjnm7•23m ago•1 comments

Show HN: Self tuning chat exposing it's semantic and agentic cache

https://chat.betterdb.com
3•kivanowbetterdb•23m ago•0 comments

I aint gonna work on Maggie's Datacenter no more [video]

https://www.youtube.com/watch?v=FbUHfsJ44x8
2•gdiamos•23m ago•0 comments

Why 374,000 Californians have dropped their Covered CA insurance

https://ktla.com/news/california/californians-drop-covered-california-health-insurance/
1•Bender•24m ago•0 comments

Browser-based image converters (WASM) and a URL image scanner

https://imagedimensions.com
1•Bishop81•24m ago•0 comments

Ask HN: Simple architecture for group messaging with no need to trust operator?

1•julienreszka•26m ago•1 comments