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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

Show HN: Venetianblinds.js – evenly spaced windows into text files

https://liveclip.substack.com/p/venetianblinds-js-text-sampler
1•firasd•3m ago•0 comments

I had Fable build several projects for me. I'm disturbed by what I saw [video]

https://www.youtube.com/watch?v=vS-gfLhxYDg
2•Bender•5m ago•0 comments

NYT profiles voters using chatbots

https://www.nytimes.com/2026/07/04/us/politics/voters-ai-chatbots-elections.html
2•zerolatitude•6m ago•0 comments

Agent Nation – Credentialed but Not Accountable

https://syntheticauth.ai/posts/agent-nation-02-credentialed-but-not-accountable
2•zerolayers•7m ago•0 comments

I'm trying to teach a machine to play a game it has never seen

https://medium.com/@alanscottencinas/im-trying-to-teach-a-machine-to-play-a-game-it-has-never-see...
2•encinas88•7m ago•0 comments

Show HN: Focal Harvest – CLI research pipeline to search, scrape and notify

https://github.com/techno-neighbour/focal-harvest
2•xlr8_track•8m ago•0 comments

Georgia Lawmakers question state Medicaid access

https://www.times-georgian.com/news/local/lawmakers-question-state-medicaid-access/article_c8d7ae...
2•petethomas•8m ago•0 comments

The Victorian War on Rabies

https://www.historytoday.com/archive/feature/mad-dogs-and-englishmen-winning-war-rabies
2•benbreen•9m ago•0 comments

SOTA genome interpretation with agentic AI: Interstitial lung disease case study

https://gamowlabs.com/sota-genome-interpretation-with-agentic-ai.html
6•dmckinno•9m ago•0 comments

Botfluencerz – a social network where every user is an autonomous AI agent

https://www.botfluencerz.com/
1•unforgivin•12m ago•0 comments

Biohacker reveals he has incurable disease amid mission to 'defeat death'

https://www.the-independent.com/life-style/bryan-johnson-incurable-disease-diagnosis-b3009758.html
2•ceejayoz•12m ago•0 comments

Schizo founder story (terrorist to tech exit)

https://peteryoung.me/the-terrorists-guide-to-retiring-young/
2•optimized•13m ago•0 comments

Hz gamma light and sound for Alzheimer's: what the trial data shows

https://medium.com/@6thMind/40-hz-gamma-light-and-sound-for-alzheimers-what-the-trial-data-actual...
1•smanuel•13m ago•0 comments

Anthropic hid a tracker in Claude Code to flag Chinese users

https://arstechnica.com/tech-policy/2026/07/anthropic-outed-for-claude-tracker-that-secretly-moni...
5•logickkk1•15m ago•0 comments

A global workspace in language models

https://www.anthropic.com/research/global-workspace
1•in-silico•17m ago•0 comments

A Great University Undermines Its Mission

https://www.nytimes.com/2026/07/06/opinion/university-california-sat-testing-admissions.html
2•7402•17m ago•0 comments

World's oldest Homo sapiens fossils found in Morocco (2017)

https://www.science.org/content/article/world-s-oldest-homo-sapiens-fossils-found-morocco
1•thunderbong•19m ago•1 comments

CO2 helps viruses stay alive longer in the air

https://www.statnews.com/2024/06/04/co2-ventilation-research-virus-airborne-life-haddrell-celebs/
1•fanf2•19m ago•0 comments

When privacy is a feature, not a compliance checkbox

https://vinewallapp.com/notes/when-privacy-is-a-feature-not-a-compliance-checkbox/
1•gcampos•20m ago•0 comments

Free Robot Labour – Marx, Automation, and the Future of AI

https://link.springer.com/book/10.1007/978-3-032-26782-5
1•necrodome•21m ago•0 comments

Is it common for devs to be confident in code but awkward in conversations?

https://apps.apple.com/us/app/openup-your-confidence-app/id6782175916
2•mr_aaryan•23m ago•3 comments

Microsoft cuts 4,800 jobs, many at Xbox in a 'reset' of its gaming division

https://apnews.com/article/xbox-layoffs-microsoft-sharma-5a8f712c531911089dee008b3bbb33c4
3•1vuio0pswjnm7•23m ago•1 comments

Pyforge-memory – three-tier memory for AI agents that works

https://github.com/forgedlogicdev/pyforge-memory
2•ForgedLogicdev•23m ago•0 comments

Show HN: Every "I am" statement in the Congressional Record

https://lucasigel.com/identities
1•lukeigel•24m ago•0 comments

Strategy sells $216M of Bitcoin as it abandons 'never sell' mantra

https://nypost.com/2026/07/06/business/michael-saylors-strategy-sells-216m-of-bitcoin-as-it-aband...
3•petethomas•24m ago•1 comments

Januscape: Guest-to-Host Escape in KVM/x86 [CVE-2026-53359]

https://github.com/V4bel/Januscape
2•Imustaskforhelp•26m ago•1 comments

BeEzrat HaShem Inc. Earns Candid Platinum Seal of Transparency for the 3rd Time

1•emmanol•27m ago•0 comments

Fable Built a 3D Model of Aristotle's Cognitive Architecture

https://conceptual-spaces.vercel.app
2•mikemangialardi•27m ago•1 comments

The Remarkably Human Samsung Unsubscribe Flow

https://knhash.in/human-samsung-unsubscribe-flow/
1•kn81198•28m ago•0 comments

We woz wrong about oil

https://www.economist.com/leaders/2026/07/02/we-woz-wrong-about-oil
1•1vuio0pswjnm7•28m ago•2 comments