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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

We fund the system, not the founders

https://adamglen.substack.com/p/we-fund-the-system-not-the-founders
1•sebzuddas•1m ago•0 comments

Symposium makes Rust dependencies actionable for AI agents

https://symposium.dev/
1•weinzierl•1m ago•0 comments

Create Context Graph: Scaffold AI Agents with Graph Memory

https://medium.com/neo4j/introducing-create-context-graph-e6d40e2d55c7
1•johnymontana•1m ago•0 comments

Harmandeep Singh Kandhari Is Redefining Luxury Living with Modern Holiday Homes

https://harmandeep-singh-kadhari.free.nf/
1•KirtiKKapoor•2m ago•1 comments

Edit server-side Markdown files directly in the browser

1•yuexiaoliang•5m ago•0 comments

Future Threats: WW3, the UBI Breadline, & TechCom Economics

https://amabernathy.substack.com/p/future-threats-ww3-the-ubi-breadline
1•deylko•5m ago•0 comments

The Bitter Lesson of Agent Harnesses

https://browser-use.com/posts/bitter-lesson-agent-harnesses
1•helloplanets•6m ago•0 comments

Show HN: Appctl LLM tools for apps you have

https://github.com/Esubaalew/appctl
1•esubaalew•6m ago•1 comments

Cursed Browser: Rendering Engine Using Visual-LLMs

https://github.com/scosman/cursed_browser
1•throawayonthe•8m ago•0 comments

Would Lojban Enable AI (2005)

https://wiki.c2.com/?HowWouldLojbanEnableAi
1•joknoll•9m ago•0 comments

How do you organize files?

1•dekdrop•12m ago•1 comments

Kagi APIs: the same search technology that powers Kagi is opening up to devs

https://kagi.com/changelog#10468
1•erwinmatijsen•13m ago•0 comments

Desktop app for managing parallel Claude Code agents

https://github.com/utensils/Claudette
1•tjek•14m ago•0 comments

Mythical Man Month

https://martinfowler.com/bliki/MythicalManMonth.html
1•ingve•16m ago•0 comments

Hosting a Site on a Raspberry Pi

https://m4rt.nl/blog/hosting-on-a-pi
2•swiftdust•20m ago•0 comments

Why didn't IPv6 work in my home network?

https://gowtham.dev/blog/ipv6-problems.html
1•birdculture•20m ago•0 comments

How Unsloth and Nvidia made LLM training 25% faster on consumer GPUs

https://unsloth.ai/blog/nvidia-collab
1•segmenta•21m ago•0 comments

Compressed Cognition: The Cost of Faster Coding

https://adamtornhill.substack.com/p/compressed-cognition-the-hidden-cost
2•nephrenka•23m ago•0 comments

Ask HN: Agent-Developed Libraries?

1•rossant•27m ago•0 comments

Null loop solves AI Model Collapse

https://medium.com/@magass139/updated-preservation-necessity-2255dddb363b
1•martynagass•27m ago•1 comments

Show HN: Starfield Screensaver for macOS

https://github.com/sami-eljabali/forever-stars-macos-screensaver
1•samieljabali•29m ago•0 comments

The Ant Odometer: Stepping on Stilts and Stumps

https://www.science.org/doi/10.1126/science.1126912
2•thunderbong•31m ago•0 comments

Show HN: AI VC Landscape – 666 Deals Mapped by Stage, Geography, and Founders

https://deepviews.xyz/research/ai-vc-landscape-en
2•rswcf•36m ago•0 comments

AI, Constraints, and the Future of Software Engineering

https://medium.com/analytics-and-data/ai-constraints-and-the-future-of-software-engineering-9ae33...
1•linkerzx•38m ago•1 comments

Leevna avis: que vaut vraiment ce complément?

https://leevna.fr/products/gummies-a-la-canneberge-formule-de-defense-urinaire-et-renale
1•Moragane•40m ago•0 comments

What It Feels Like to Do Data Science

https://lovelaceanalytics.com/posts/what-it-feels-like-to-do-data-science/
1•gabemusker•40m ago•0 comments

Everything is just files and programs

2•ghassenfaidi•41m ago•2 comments

F2c – Convert Figma designs to React/Vue inside VSCode, no plugin needed

https://marketplace.visualstudio.com/items?itemName=dujun-bot.f2c-figma-to-code
1•crazy_code•43m ago•0 comments

Stackit and neuland.ai aim to provide LLMs in European data centers

https://www.heise.de/en/news/Sovereign-AI-from-Germany-11284778.html
1•doener•43m ago•1 comments

iPhone Dumbphone

https://stopa.io/post/297#how-to-guide
2•signa11•43m ago•1 comments