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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

Ribbon – A Linkding Client

https://www.coryd.dev/posts/2026/ribbon-a-linkding-client
1•cdrnsf•38s ago•0 comments

Show HN: Agent Historic Philosophical Persona Routing and Prompts

https://github.com/barretts/AgentHistoric
1•sosuke•4m ago•1 comments

I Bought a TV with No 'Smart' Features [video]

https://www.youtube.com/watch?v=LJh72_O4pXE
1•absqueued•5m ago•0 comments

Using agroforestry to buffer noise [pdf]

https://www.fs.usda.gov/nac/assets/documents/agroforestrynotes/an42w05.pdf
1•koolba•6m ago•0 comments

An Introduction to LangChain's Deep Agents

https://medium.com/@ngpeijiun/an-introduction-to-langchains-deep-agents-ad14b511f3dc
1•eugenis•8m ago•0 comments

Kredd – open-source SaaS application for ranking cold inbound emails

https://github.com/DomHudson/kredd
1•domhudson•11m ago•0 comments

Open-source diagnostic for Al misalignment. Model agnostic, industry agnostic

https://github.com/ifixai-ai/diagnostic
1•dimneo24•11m ago•1 comments

Highlander returns to theaters in glorious 4K, for 40th anniversary.

https://www.polygon.com/highlander-returns-to-theaters-in-glorious-4k/
1•nephihaha•11m ago•1 comments

The actual strategy plan Walt Disney gave investors

https://hbr.org/resources/images/article_assets/2013/05/disney-2.jpeg
1•megamike•16m ago•0 comments

Austria expels three Russian embassy staff after 'forest of antennae' discovered

https://www.theguardian.com/world/2026/may/04/austria-expels-three-russian-embassy-staff-vienna-s...
2•CqtGLRGcukpy•16m ago•0 comments

Show HN: Yames – A distraction-free desktop metronome built with Rust and Tauri

https://turutupa.github.io/yames/
2•turutupa•16m ago•0 comments

May the 4th be with the ballpark: Inside MLB's Star Wars obsession

https://www.espn.com/mlb/story/_/id/48652519/mlb-star-wars-promotions-traditions-4th
1•1659447091•17m ago•0 comments

Running a Company with Agents

https://cofounder.co
1•yuedongze•17m ago•0 comments

AOL killed the early internet on a single day in September 1993

https://twitter.com/GeniusGTX/status/2051316737749217627
2•bilsbie•17m ago•0 comments

Suspected YouTube bug spikes RAM over 7gbs users report lag and frozen tabs

https://www.tomshardware.com/software/a-suspected-youtube-interface-bug-spikes-ram-usage-above-7-...
2•Zeidd•18m ago•0 comments

I left academia to sell Elephant Garlic online

https://demeterfamilyfarm.com/
1•WWIII_Historian•22m ago•0 comments

2026 Cocodona Livestream Day 1 [video]

https://www.youtube.com/watch?v=dWhF6tTn8zI
1•BiraIgnacio•26m ago•0 comments

VSCode Dark Islands – Safe Version

https://github.com/raaid3/vscode-dark-islands
1•raaid3•28m ago•1 comments

Metalenz Has Figured Out a Way to Make Face ID Invisible

https://www.wired.com/story/metalenz-has-figured-out-a-way-to-make-face-id-invisible/
1•0in•30m ago•0 comments

An unbiased benchmark for how well agents can read your docs

https://docsalot.dev/benchmarks/docs
1•fazkan•32m ago•1 comments

America's retail army came to rule the stock market

https://www.ft.com/content/ee8a0604-84cb-44da-bb33-f36818944581
2•petethomas•34m ago•0 comments

Started Exploring Payment Infrastructure for Online Businesses (Stripe, API)

https://chain2pay.cloud
1•fintraxx•34m ago•0 comments

The Open Social Web Needs Section 230 to Survive

https://www.techdirt.com/2026/05/04/the-open-social-web-needs-section-230-to-survive/
3•HotGarbage•41m ago•0 comments

When Decoded Isn't Verified: Closing a Trust-Boundary Gap in Envoy's JWT Filter

https://netguard24-7.com/blog/envoy-jwt-authn-confused-deputy-pr-43630
1•cybrdude•43m ago•0 comments

The Roomba Guy's Second Act: A Robot You'll Want to Snuggle

https://www.wsj.com/tech/ai/familiar-machines-and-magic-robot-c8711e45
1•aanet•44m ago•1 comments

April 2026 Links

https://nomagicpill.substack.com/p/april-2026-links
1•nomagicpill•45m ago•1 comments

Cerebras Leads Crop of IPOs Rushing to Tap Market Before SpaceX

https://techcrunch.com/2026/05/04/openais-cozy-partner-cerebras-is-on-track-for-a-blockbuster-ipo/
2•giwook•48m ago•0 comments

ARPA-H allocates $35M to osteoarthritis reversal therapy

https://www.colorado.edu/today/2026/04/06/simple-shot-shows-promise-reverse-osteoarthritis-within...
1•warbaker•48m ago•0 comments

Hantavirus crops up on a cruise ship – what scientists are watching

https://www.nature.com/articles/d41586-026-01450-7
1•warbaker•55m ago•0 comments

The Grand Theory of Everything (2007)

https://dl.acm.org/doi/pdf/10.1145/1281421.1281430
2•jruohonen•57m ago•0 comments