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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

Arizona's Illegal Surveillance Program Sweeps Up Financial Records

https://www.aclu.org/news/privacy-technology/how-the-arizona-attorney-general-created-a-secretive...
1•hedora•54s ago•0 comments

Show HN: Lemma – A declarative language for business rules

https://lemma.run/
1•benrogmans•1m ago•1 comments

I gave Claude's Reimann paper to GPT-5.6-Sol Pro. It's now 67.30%

https://twitter.com/kaizero_ainta/status/2087036655714890052
2•porridgeraisin•2m ago•0 comments

PyPI: The HTML representation of the index API is frozen

https://blog.pypi.org/posts/2026-08-11-html-index-is-frozen/
1•woodruffw•2m ago•0 comments

A layered HTML component system

https://profpowell.github.io/vanilla-breeze/
1•bartonhammond•3m ago•0 comments

2. Ask HN: We built a solution for 100B-node P2P. Does anyone care about this?

1•ikhrabry•3m ago•0 comments

What kind of harness are you building?

https://themainthread.substack.com/p/what-kind-of-harness-are-you-building
1•alediaferia•3m ago•0 comments

We Need to Talk About Leopold [video]

https://www.youtube.com/watch?v=rE75WvOtcu8
1•tartoran•4m ago•0 comments

Federal vendor with $50M in contracts leaves portal broken for a month

https://www.propublica.org/article/foia-requests-responses
3•ams1•4m ago•0 comments

DNSValidate, SPF and DMARC checks with the include chain resolved

https://dnsvalidate.com/
1•taller•5m ago•0 comments

Unsloth Desktop

https://unsloth.ai/docs/desktop
1•sequence7•5m ago•0 comments

Show HN: SquadCue – local-first mission control for AI CLI agents

https://github.com/hsienchuc/squadcue
1•hsienchuc•5m ago•0 comments

Gemma Translator

https://github.com/google-gemma/gemma-translator
1•droidjj•7m ago•0 comments

Show HN: NextBlock CMS – Open-source full-stack CMS for NextJS 16 and Supabase

https://github.com/nextblock-cms/nextblock
1•nextblock•7m ago•0 comments

Show HN: Atlarix – local-first AI coding agent that runs on grep, no index

https://www.atlarix.dev/
1•Amariah•8m ago•0 comments

How Europe can prevent a repeat of this year's devastating wildfires

https://www.science.org/content/article/how-europe-can-prevent-repeat-year-s-devastating-wildfires
1•Brajeshwar•9m ago•0 comments

The US tried to stop cartel money-laundering; devastated mom-and-pop businesses

https://www.theguardian.com/us-news/2026/aug/11/us-mexico-border-area-money-transfer-rule-change-...
2•hedora•9m ago•0 comments

Agentic Coding: Running the Nightshift

https://dibranmulder.github.io/2026/08/11/lights-out-03-running-the-nightshift/
1•dibranmulder•10m ago•0 comments

Prompt Library: 65 Production-Tested Claude Prompts for Legal Work

https://github.com/danlorry/superlawyers-prompts
1•wertyk•11m ago•0 comments

Manna (2003)

https://web.archive.org/web/20260725174355/https://marshallbrain.com/manna1
2•OgsyedIE•12m ago•0 comments

Electrostates vs. petrostates: the US, China, and the Hormuz energy shock

https://www.brookings.edu/articles/electrostates-vs-petrostates-the-us-china-and-the-hormuz-energ...
4•andsoitis•13m ago•0 comments

Show HN: Sqnc.run – a live cipher stream inspired by number stations

https://sqnc.run
1•nee_oo_ru•13m ago•0 comments

Rocket Lab's GHOST packs a whole launch pad into shipping containers

https://investors.rocketlabcorp.com/news-releases/news-release-details/rocket-lab-unveils-ghost-d...
2•MarcoDewey•13m ago•0 comments

A Lightweight Rootless Container Sandbox for Claude Code and Codex

https://medium.com/@Koukyosyumei/h5i-a-lightweight-rootless-container-sandbox-for-claude-code-and...
1•syumei•13m ago•0 comments

Running Handshake and Stateless MCP in the Same Gateway

https://wcollins.io/posts/2026/mcp-stateless-flip-and-portable-packs/
1•mooreds•14m ago•0 comments

Claude Code is leaking real email address as a User-Agent string in curl command

https://github.com/anthropics/claude-code/issues/78431
12•matada_•15m ago•3 comments

TikTok x dynosaur,x bogus,x_gnarly signature algoryhtims

https://github.com/n1tr00-10/tiktok-signature
1•n1tr00•17m ago•0 comments

Show HN: Compare local pest control companies before you hire

https://pestdirect.com
1•not_wowinter13•18m ago•0 comments

Stealing Reasoning Traces from Proprietary LLM APIs

https://twitter.com/kotekjedi_ml/status/2087147042888114428/photo/1
1•tosh•18m ago•0 comments

Show HN: Auracommit – Token-efficient AI Git commit generation from Git diff

https://github.com/tigerlang/auracommit
1•tiger-langer•18m ago•0 comments