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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

Sunburn inspired a new way to store energy

https://www.bbc.com/news/articles/c62l9gnx775o
1•devonnull•12s ago•0 comments

Cloudflare "issue" blocking legitimate access from humans for days

https://www.cloudflarestatus.com/incidents/xlh20wf0hd70
1•BrunoBernardino•1m ago•0 comments

Privacy, ownership, and freedom are being taken away from you

https://spicygarbagesoup.bearblog.dev/privacy-ownership-and-freedom-are-being-taken-away/
1•y0eswddl•1m ago•0 comments

History of CRMs APL

https://www.computer.org/csdl/magazine/an/2026/01/11442828/2eXehpB3Ybe
1•tosh•1m ago•0 comments

Using LLM in the shebang line of a script

https://til.simonwillison.net/llms/llm-shebang
1•twapi•2m ago•0 comments

Landslide created a 500-meter-high tsunami in a major tourist area

https://arstechnica.com/science/2026/05/how-a-melting-glacier-led-to-a-500-meter-high-tsunami/
1•thm•3m ago•0 comments

The Last Company

https://catboosted.bearblog.dev/thelastcompany/
2•OxfordOutlander•4m ago•0 comments

The Biggest Conspiracy Theories in Open Source

https://nesbitt.io/2026/03/25/the-top-10-biggest-conspiracies-in-open-source.html
1•LouisLazaris•4m ago•0 comments

London's Smallest Public Sculptures

https://lookup.london/londons-smallest-public-sculptures/
1•susam•6m ago•0 comments

I rebuilt Voicy with agents instead of rewriting it myself

https://blog.borodutch.com/i-rebuilt-voicy-with-agents-instead-of-rewriting-it-myself/
1•martialg•6m ago•0 comments

Hermes Agent surpassed OpenClaw as top app on OpenRouter leaderboard

https://openrouter.ai/rankings
1•joeyhage•10m ago•0 comments

A new JavaScript test runner called Decaf

https://djalbat.com/
1•djalbat•10m ago•0 comments

Palantir to be granted "unlimited access" to UK NHS patient data

https://www.digitalhealth.net/2026/05/palantir-to-be-granted-unlimited-access-to-nhs-patient-data/
3•ck2•11m ago•0 comments

Accelerating Android Builds: From 3 Hours to Under 5 Minutes with SourceFS

https://aws.amazon.com/blogs/industries/accelerating-android-builds-on-aws-from-3-hours-to-under-...
1•davidbrazdil•11m ago•0 comments

AI versus Microservices

https://www.michaelnygard.com/blog/2026/05/ai-versus-microservices/
1•matrix•12m ago•0 comments

Banks try to offload AI data-centre debt as exposure mounts

https://www.resultsense.com/news/2026-05-06-banks-offload-ai-data-centre-debt/
1•CodingJeebus•12m ago•0 comments

Natural-language messages between LLM agents are an architectural anti-pattern

https://novaberg.de/papers/clipboard-pattern.html
1•ClausVomBerg•12m ago•0 comments

Mammals May Have a Hidden Limb Regeneration Ability We Never Knew About

https://www.sciencealert.com/mammals-may-have-a-hidden-limb-regeneration-ability-we-never-knew-about
1•amichail•12m ago•0 comments

Do we absorb information better on paper, rather than screens?

https://www.rnz.co.nz/life/books/do-we-absorb-information-better-on-paper-rather-than-screens
3•billybuckwheat•13m ago•0 comments

Building a Redis Clone in Zig–Part 5

https://charlesfonseca.substack.com/p/building-a-redis-clone-in-zigpart-add
1•barddoo•15m ago•0 comments

Minimizing and Finding Satisifaction with Less

https://chuck.is/minimizing/
1•janandonly•16m ago•0 comments

Python Is Weird

https://kowal.dev/blog/python-is-weird
1•zggf•16m ago•0 comments

Anthropic,OpenAI meet religious leaders to discuss faith and AI

https://www.fastcompany.com/91538977/openai-anthropic-just-met-religious-leaders-faith-ai-covenan...
1•iridione•16m ago•0 comments

The Internet Didn't Die: Why Reddit and Hacker News Still Matter

https://comuniq.xyz/post?t=1065
1•01-_-•17m ago•0 comments

Show HN: Sipsa Inference – lossless serving at 50% off

https://sipsalabs.com/inference
1•mounnar•17m ago•0 comments

Tab Hibernator Pro – open-source MV3 tab suspender, zero telemetry

https://chromewebstore.google.com/detail/tab-hibernator-pro/lbabbhdapcdblnboodlljafchidhamka
1•sujalmeena•20m ago•0 comments

HDMI 2.1 Display Stream Compression "DSC" Also Ready for Amdgpu Linux Driver

https://www.phoronix.com/news/HDMI-2.1-DSC-AMDGPU-FRL
2•speckx•21m ago•0 comments

Stop bashing bugs – they're undesirable states, not villains

https://testflows.com/blog/stop-bashing-bugs-its-all-your-fault/
1•Naulius•23m ago•0 comments

Australians will call 'bullshit' on green energy without clearer benefits

https://www.theguardian.com/australia-news/2026/apr/27/australians-will-call-bullshit-on-green-en...
1•PaulHoule•26m ago•0 comments

Changing One Character in a PDF

https://www.johndcook.com/blog/2026/05/05/changing-one-character-in-a-pdf/
1•ibobev•27m ago•0 comments