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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

In-App Avatar Integration

https://www.elias-schoko-shop.de/
1•eschwalme•1m ago•1 comments

standard.site

https://standard.site/
1•soheilpro•1m ago•0 comments

We found a bug in the hyper HTTP library

https://blog.cloudflare.com/hyper-bug/
1•soheilpro•2m ago•0 comments

Democratic Tech Alliance

https://democratic.technology/
1•doener•3m ago•0 comments

Hospitals switched to pen and paper to defeat a national cyber-attack

https://www.bbc.co.uk/news/articles/c4gyk756mzlo
2•mmarian•4m ago•0 comments

Show HN: Founder Pass – 6 indie dev tools lifetime for $14 (first 10 only)

https://xiaohou2503687-design.github.io/shipfast-oss/founder.html
1•shipfastcli•4m ago•0 comments

Metasearch: A self-hosted metasearch engine

https://github.com/tiagozip/metasearch
1•mrunix•8m ago•0 comments

Why AI Problems Are Becoming Philosophical Problems

https://kunyuan.substack.com/p/07concept-entrywhy-ai-problems-are
1•hufdr•9m ago•0 comments

ggsql 0.4.1: new release adds spatial plotting and in-layer aggregation

https://opensource.posit.co/blog/2026-06-23_ggsql_0_4_1/
1•thomasp85•9m ago•0 comments

Feedback on the logo for my programming language, Lopo

https://github.com/dominexmacedon-docs/lopo-docs/blob/main/lopo.png
1•dominex•12m ago•0 comments

Wlog: Claude Code token/cost/tool dashboard, single binary, no Grafana

https://github.com/openwong2kim/wlog
1•wong2kim•13m ago•0 comments

Watch me build out an 80s style BBS over SSH

1•buffer_overlord•17m ago•0 comments

A1 Road Collision Density Visualisation

https://visquill.com/gallery/uk-a1
1•zeristor•17m ago•0 comments

Show HN: Algorithm-free video hosting that doesn't recompress your master

https://longplayplatform.com/
1•longplay•17m ago•0 comments

The Startup Graveyard – what killed 16 startups

https://kasspian.com/graveyard
2•izhonline•18m ago•1 comments

Modellot – Plain language in, ODCS data contracts out (EU Data Act compliant)

https://www.modellot.com/
1•sasanin•20m ago•0 comments

Semantic Search in Under 3MB

https://blog.lukesalamone.com/posts/creating-tiny-semantic-search/
1•salamo•20m ago•0 comments

Show HN: Describe a research topic, get a daily-updated ArXiv/S2 dataset

https://fineset.io
1•dangerlego5•21m ago•0 comments

What's in America's Code?

https://www.boozallen.com/expertise/cybersecurity/whats-in-americas-code.html
1•ironyman•25m ago•0 comments

Show HN: Enigma Simulator – Encrypt Like WWII

https://enigma-simulator.waibsite.app/
2•dreamcin•30m ago•0 comments

Change 'arxiv' to 'autoarxiv' in URL to run agent on any paper

https://digg.com/tech/m9r4hegw
2•weinzierl•31m ago•0 comments

The Traditional Vi

https://ex-vi.sourceforge.net/
2•exvi•32m ago•0 comments

Gemini models increasingly stucking in thinking loop

4•StizzurpXDD•32m ago•5 comments

Reject Agility, Embrace Specification

https://lewiscampbell.tech/blog/260622.html
2•LAC-Tech•34m ago•0 comments

vilearn – an interactive vi tutorial

https://git.sr.ht/~libele/vilearn
1•exvi•34m ago•0 comments

Microsoft accidentally kills epic Outlook email threads

https://www.theregister.com/personal-tech/2026/06/22/microsoft-accidentally-kills-epic-outlook-em...
1•01-_-•35m ago•0 comments

Tencent Is Said to Mull Exits from Game Studios Like Marvelous

https://www.bloomberg.com/news/articles/2026-06-23/tencent-in-talks-to-offload-marvelous-and-othe...
2•01-_-•35m ago•0 comments

Building Blocks of GenAI Product Evaluation

https://yinghonglan.substack.com/p/building-blocks-of-genai-product
1•rented_mule•35m ago•0 comments

Will Apple Pull a SpaceX?

https://hitesh.in/2026/apple-ai-inference-silicon/
3•antrix•36m ago•1 comments

PDFWix Free online PDF and document conversion Tool

2•PDFWix•42m ago•0 comments