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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

At CERN, AI will drive future discoveries

https://www.swissinfo.ch/eng/research-frontiers/at-cern-ai-will-drive-future-discoveries/91723774
1•giuliomagnifico•1m ago•0 comments

Wonder Window

https://thekidshouldseethis.com/share/
1•smallerize•1m ago•0 comments

Germany set to restrict its Freedom of Information Act

https://www.dw.com/en/germany-freedom-of-information-act/a-77939695
3•robtherobber•3m ago•0 comments

ATProto for Distributed Systems Engineers

https://atproto.com/articles/atproto-for-distsys-engineers
1•typical182•4m ago•0 comments

How to stop Claude from saying load-bearing

https://jola.dev/posts/how-to-stop-claude-from-saying-load-bearing
2•shintoist•7m ago•0 comments

1B-cell multiplayer Minesweeper [Zig]

https://megasweeper.io/
2•nazavtra•9m ago•0 comments

Apophenia – Fable writes Firefall fan fiction

https://phulp.com/apophenia.html
2•binbag•11m ago•0 comments

Mathematics formula found on Maya wall rivals insights of ancient masters

https://www.nature.com/articles/d41586-026-02170-8
2•homarp•13m ago•0 comments

Scientists Calculated When the Last Plants on Earth Will Die

https://www.sciencealert.com/scientists-calculated-when-the-last-plants-on-earth-will-die
3•amichail•13m ago•0 comments

Culture doesn't eat strategy. Incentives do

https://reubs8.substack.com/p/culture-doesnt-eat-strategy-incentives
3•splitbrainhack•18m ago•0 comments

The Definition of Done

https://adi.bio/done
7•AdityaAnand1•20m ago•0 comments

Punch Yourself in the Face with Reality

https://adi.bio/reality
6•AdityaAnand1•20m ago•0 comments

N[act]-it – Constitutional Computation · Streamlit

https://nact-it-demo-bnfzskctcjvs2kcpb8ddfx.streamlit.app
4•Dabulamafu•20m ago•0 comments

Global smartphone shipments in Q2 hit lowest in 13 years on memory chip crunch

https://www.reuters.com/business/media-telecom/global-smartphone-shipments-second-quarter-hit-low...
3•giuliomagnifico•20m ago•0 comments

No Spanish Reading Crisis?

https://www.commonreader.co.uk/p/no-spanish-reading-crisis
3•jruohonen•21m ago•0 comments

Show HN: Tangent – learn the Glove80 ergonomic keyboard by typing HN headlines

https://tangent-trainer.pages.dev
4•mkirsten•22m ago•1 comments

Codex scraped the ICM website and discovered 2026 Fields Medal winner list

https://phemex.com/news/article/2026-fields-medal-winners-list-leaked-includes-two-peking-univers...
7•zaikunzhang•23m ago•0 comments

Indian startup builds motors without permanent magnets

https://www.indiatoday.in/technology/features/story/look-ma-no-magnets-how-an-indian-startup-is-u...
3•hiyer•24m ago•0 comments

Show HN: Running Win32/DirectX games in the browser via x86 emulation and WebGPU

https://bottleship.happydog.games/
5•jenissimo1•27m ago•1 comments

6status: IPv4/v6 dual stack status board

https://forge.sumit.im/djsumdog/6status
3•airhangerf15•29m ago•0 comments

Show HN: Beautiful QR Codes

https://scanwayy.com
17•janpmz•31m ago•9 comments

Codex starts encrypting prompts, uses ciphertext for inference instead

https://github.com/openai/codex/issues/28058
71•embedding-shape•32m ago•26 comments

The ChatGPT "Super App" Sort of Super Sucks

https://spyglass.org/chatgpt-gets-to-work/
4•ig0r0•33m ago•1 comments

Show HN: Planetary Facts – food and product impacts against the planet's limits

https://planetaryfacts.com
2•mikethemerry•34m ago•0 comments

DokuWiki Release 2026-07-14 "Mort"

https://www.dokuwiki.org/changes#release_2026-07-14_mort
2•kossmac•34m ago•0 comments

Real AI for video games (Iconic Games)

https://iconicgames.io/blog/pressure-point/
3•giltho•38m ago•0 comments

You Cannot Defend What You Cannot Inspect

https://www.first.org/blog/20260714-FIRSTCON26-CIRCUIT
2•jruohonen•39m ago•0 comments

The Day WhatsApp Goes Dark

https://xn--gckvb8fzb.com/the-day-whatsapp-goes-dark/
2•mindracer•39m ago•0 comments

Anubis – 15MB sidecar security gateway for OT/IIoT

https://sgneep.com/anubis/download.php
2•blackcool•41m ago•0 comments

Most UK media reports on June heatwave failed to mention climate crisis

https://www.theguardian.com/environment/2026/jul/14/most-coverage-june-heatwave-did-not-mention-c...
3•robtherobber•41m ago•2 comments