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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Find out who your Sims should talk to

https://github.com/monneyboi/simscompatcheck
1•monneyboi•25s ago•0 comments

FAA grounds all flights to and from El Paso until Feb. 20

https://kfoxtv.com/news/local/faa-grounds-all-flights-to-and-from-el-paso-until-feb-20
1•xyst•31s ago•0 comments

The Hot Mess of AI: How Does Misalignment Scale with Model Intelligence

https://arxiv.org/abs/2601.23045
1•schmuhblaster•32s ago•0 comments

GRP-Obliteration: Unaligning LLMs with a Single Unlabeled Prompt [pdf]

https://arxiv.org/abs/2602.06258
1•janandonly•1m ago•0 comments

How AI Will Change Democracy (2024)

https://www.schneier.com/essays/archives/2024/05/how-ai-will-change-democracy.html
1•engelo_b•2m ago•0 comments

Show HN: RePrompter – Rough prompts to structured, scored prompts

https://github.com/AytuncYildizli/reprompter
1•aytuncyildizli•4m ago•1 comments

Show HN: Awesome-Epstein-Files Catalogue

https://github.com/AGIBuilder/awesome-epstein-files
1•castalian•5m ago•0 comments

Show HN: YourSitee – a privacy-first link-in-bio (public beta)

1•czeizel•5m ago•0 comments

A local task state manager for your projects. Designed for humans and LLMs

https://github.com/BorisMolch/cli_todo
1•BorisMolch•6m ago•0 comments

Optimizing Quality vs. Latency in Real-Time Text-to-Speech AI Models

https://gradium.ai/blog/optimizing-quality-vs-latency
1•pain_perdu•9m ago•0 comments

YwinCap: Technical deconstruction of SEO-driven authority fraud

1•ReviewShield•12m ago•0 comments

Game Theory #7: America's Game [video]

https://www.youtube.com/watch?v=ijnkCt1QK6k
1•keepamovin•12m ago•0 comments

Show HN: I built a Chrome extension that finds edges on Polymarket

https://polypredict.ai/
1•Jilong121•14m ago•1 comments

Pax: The Cache Performance You're Looking For

https://mydbanotebook.org/posts/pax-the-cache-performance-youre-looking-for/
1•todsacerdoti•15m ago•0 comments

Why differential privacy is awesome

https://desfontain.es/blog/differential-privacy-awesomeness.html
1•mpcsb•16m ago•0 comments

Redefining GAN power devices for adoption in EVs and data centres

https://iisc.ac.in/events/redefining-gan-power-devices-for-adoption-in-evs-and-data-centres/
1•porridgeraisin•16m ago•0 comments

Do not apologize for replying late to my email

https://ploum.net/2026-02-11-do_not_apologize_for_replying_to_my_email.html
1•validatori•17m ago•0 comments

GLP-1

https://glp-1.com
2•bellamoon544•18m ago•1 comments

What Is Claude? Anthropic Doesn't Know, Either

https://www.newyorker.com/magazine/2026/02/16/what-is-claude-anthropic-doesnt-know-either
1•bichonnages•19m ago•0 comments

Show HN: Hacker News for Songs

https://www.sonusly.com/
2•lorenzosch•21m ago•1 comments

The five stages of losing our craft

https://debuggingleadership.com/blog/the-five-stages-of-losing-our-craft
1•fpereiro•22m ago•0 comments

OpenMOQ Software Consortium – Advancing MOQ Protocol

https://openmoq.org/
1•mondainx•22m ago•0 comments

Alphabet sells rare 100-year bond

https://www.reuters.com/business/alphabet-sells-bonds-worth-20-billion-fund-ai-spending-2026-02-10/
4•kaycebasques•24m ago•0 comments

Flood Fill vs. The Magic Circle

https://www.robinsloan.com/winter-garden/magic-circle/
1•tobr•24m ago•0 comments

Ask HN: What conventions exist for declaring AI content online?

2•lukakopajtic•27m ago•0 comments

Show HN: Seedance.fast – Early Access to ByteDance's Seedance 2.0 via Volcengine

https://seedance.fast/
2•thenextechtrade•32m ago•0 comments

The big AI job swap: why white-collar workers are ditching their careers

https://www.theguardian.com/technology/2026/feb/11/big-ai-job-swap-white-collar-workers-ditching-...
3•n1b0m•33m ago•2 comments

Best of 2024 Data Center Podcast [video]

https://www.youtube.com/watch?v=bgggLTpyFPY
1•walterbell•35m ago•0 comments

Downsides to US-Canadian dual citizenship for US resident?

https://immigration.ca/claiming-canadian-citizenship-by-descent-under-canadas-new-citizenship-act...
2•jakedata•38m ago•1 comments

Why Y Combinator and Aaron Epstein Are Betting on AI-Native Agencies

http://ai-native-agency.com/blog/yc-ai-native-agency
1•victorgk_•41m ago•1 comments