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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•12mo ago

Comments

anuragdt•12mo 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•12mo 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•12mo 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

Show HN: Curated, non-slop articles on agentic coding

https://offautopilot.substack.com/about
1•sidkh•1m ago•0 comments

Do AI summaries hurt critical thinking?

https://medium.com/blueprint-for-disaster/ai-summaries-are-a-threat-to-our-cognitive-sovereignty-...
1•xngbuilds•1m ago•0 comments

Oh My OpenAgent

https://ohmyopenagent.com
1•this_was_posted•1m ago•0 comments

How a $1k AWS Bill Made Me Redesign My ECS Architecture

https://jch254.com/blog/lush-aural-treats-aws-cost-redesign/
2•slyall•4m ago•0 comments

Why Almost Everyone Loses–Except a Few Sharks–On Prediction Markets

https://www.wsj.com/finance/investing/polymarket-kalshi-betting-profits-prediction-markets-eb23ac11
2•JumpCrisscross•5m ago•0 comments

R – The Regenerative Dollar

https://paste.to/?cc6dbee108425678#68fgTvqyEAz94wuUX4jkuewbvJBJDf2n5j8T3JqJwpsq
2•ahgaghsbk•6m ago•0 comments

Vaccines were associated with an increased risk of dementia

https://pubmed.ncbi.nlm.nih.gov/36542511/
3•bilsbie•6m ago•0 comments

MatPlotLibNet – server-rendered charting for .NET, built for a trading system

https://github.com/xkqg/MatPlotLibNet
2•RikkieG•8m ago•0 comments

Esoteric Topics in Computer Programming (2002)

http://web.archive.org/web/20020609152409/www.catseye.mb.ca/esoteric/index.html
2•downbad_•9m ago•1 comments

The Quest for Equivalent Exchange – Supporting Exchange in Thunderbird

https://brendan.abolivier.bzh/exchange-pt-1/
2•babolivier•11m ago•0 comments

QuickHeap: A Fast Priority Queue

https://curiouscoding.nl/posts/quickheap/
2•fanf2•13m ago•0 comments

Show HN: Let THINK – Pure ideas from AI, no syco flattery

https://letthink.co
2•adamgonda•14m ago•0 comments

Talking to 35 Strangers at the Gym

https://thienantran.com/talking-to-35-strangers-at-the-gym/
4•thitran•14m ago•0 comments

Ask HN: Where are SWE's being replaced?

2•lionkor•15m ago•0 comments

Rebuilding a TLS-like protocol from scratch, step by step

https://www.dmytrohuz.com/p/rebuilding-tls-from-scratch-my-complete
2•dmyhuz•16m ago•0 comments

Ask HN: What's your favorite HN post?

3•chistev•16m ago•1 comments

Model multipliers for annual plans staying on request-based billing

https://docs.github.com/en/copilot/reference/copilot-billing/model-multipliers-for-annual-plans
2•derkoe•16m ago•1 comments

Amsterdam bans public adverts for meat and fossil fuels

https://www.bbc.com/news/articles/c9wejdekpwyo
4•vinni2•18m ago•0 comments

An Empire in Decline

https://www.nytimes.com/2026/05/03/opinion/iran-us-empire.html
2•Teever•18m ago•0 comments

I Majored in Philosophy Despite Everyone Telling Me Not to (2013)

https://www.mic.com/articles/55789/why-i-majored-in-philosophy-despite-everyone-telling-me-not-to
2•downbad_•19m ago•1 comments

In defense of GitHub's poor uptime

https://evanhahn.com/in-defense-of-githubs-poor-uptime/
1•jllyhill•20m ago•0 comments

GradIEEEnt half decent – The hidden power of imprecise lines(2023) [pdf]

https://tom7.org/grad/murphy2023grad.pdf
1•azalemeth•20m ago•0 comments

How to Write Better: Lessons from five years of shitposting

https://chillphysicsenjoyer.substack.com/p/how-to-write-better
1•crescit_eundo•22m ago•0 comments

My friend's nephew won't spend $200 on the tool dismantling his degree

https://pilgrima.ge/p/the-side-door
1•momentmaker•22m ago•1 comments

The 2026 World Cup scam economy is already running before the first whistle

https://www.malwarebytes.com/blog/threat-intel/2026/05/the-2026-world-cup-scam-economy-is-already...
1•ilreb•25m ago•0 comments

The IDE Is Dead

https://makersbreakers.substack.com/p/the-ide-is-dead
1•luka_leskovsek•25m ago•1 comments

Five Eyes spook shops warn rapid rollouts of agentic AI are too risky

https://www.theregister.com/2026/05/04/five_eyes_agentic_ai_recommendations/
2•Bender•26m ago•0 comments

Keep AI Out of Your (Obsidian) Vault

https://www.ssp.sh/brain/using-obsidian-with-ai/
2•alfonsodev•27m ago•0 comments

Giving our blog a voice: how we turned posts into audio with open models on Mac

https://blog.layerx.xyz/audio-narration-with-mlx-and-open-source-tts
1•felltrifortence•27m ago•0 comments

Moving to mainframe can be cheaper than sticking with VMware: Gartner

https://www.theregister.com/2026/05/04/gartner_state_of_mainframes/
2•Bender•29m ago•0 comments