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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

Bulldozers Plow Through Big Bend National Park, Sparking Fury in Texas

https://www.newsweek.com/bulldozers-plow-through-big-bend-national-park-sparking-fury-in-texas-12...
1•almog•3m ago•0 comments

US strikes $1.2B deal to pay German firm to halt offshore wind projects

https://www.bbc.com/news/articles/c1e1vg0gjl5o
2•defrost•7m ago•0 comments

Sonic Pi v5 Released

https://www.patreon.com/samaaron/posts/sonic-pi-v5-166001392
1•samaaron•9m ago•1 comments

Kalshi and Polymarket bets on clinical trials criticized as 'ghastly'

https://text.npr.org/nx-s1-5922530
2•1659447091•13m ago•0 comments

HeroBot

https://herobot.co/
1•ingersol•13m ago•0 comments

Notes Compound, Blogs Compile: When I Update a Note vs. Publish a Post

https://www.ssp.sh/brain/sharing-as-second-brain-note-vs-a-blog-post/
2•zazuke•14m ago•0 comments

Honey, I Shrunk the Agency (Our journey building a software factory)

https://vibegui.com/en/article/honey-i-shrunk-the-agency/
1•gadr90•17m ago•1 comments

AI danger explained for people who don't understand full sentences

https://www.reddit.com/r/OpenAI/s/ASRcUl35lX
1•nemo_captain•17m ago•1 comments

Coldcard Postmortem from MicroPython's Perspective

https://github.com/orgs/micropython/discussions/19588
1•mech4bg•21m ago•0 comments

Tears in Rain Monologue

https://en.wikipedia.org/wiki/Tears_in_rain_monologue
1•tosh•22m ago•0 comments

Ask HN: What observability stack are you using for AI agents in production?

2•varda_62892•23m ago•0 comments

Asking "Was EvoMap's Evolver a reference" for Hermes gets deleted and blocked

https://github.com/NousResearch/hermes-agent/issues/10232
2•sundarurfriend•23m ago•0 comments

DeepMind Says Its AI Can Predict Hurricanes Earlier Than Everyone Else

https://www.wired.com/story/deepmind-ai-model-can-predict-hurricanes-earlier/
2•WithinReason•27m ago•0 comments

The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images

https://arxiv.org/abs/2608.06270
1•sbulaev•29m ago•0 comments

A Rare 4.5-Hour Interview with Huawei's Chief Scientist for Semiconductors

https://chinatechbite.substack.com/p/a-rare-45-hour-interview-with-huaweis
2•hunglee2•30m ago•0 comments

Jujutsu 0.44.0

https://github.com/jj-vcs/jj/releases/tag/v0.44.0
1•birdculture•30m ago•0 comments

A Mirror of Trumps Posts

https://fakenews.social/
1•calypso•32m ago•0 comments

How to Keep Thinking

https://www.seangoedecke.com/how-to-keep-thinking/
2•vcfgdev•33m ago•0 comments

Building an LLM Agent to Play Dwarf Fortress

https://blog.trine.dev/posts/2026-02-28-df-ai-exp/
1•totetsu•35m ago•0 comments

Regex is (almost) all you need (2025)

https://lookingatcomputer.substack.com/p/regex-is-almost-all-you-need
1•aleda145•36m ago•0 comments

Blaise v0.14.0 is here: macOS, BlaiseGuard, math and more

https://github.com/graemeg/blaise/discussions/211
1•mariuz•36m ago•0 comments

Anthropic AI Mandatory Employee Stock Trading Plans for IPO – This Will Not Go W [video]

https://www.youtube.com/watch?v=zi9LsoKISEc
1•xbmcuser•37m ago•0 comments

LLM intelligence vs. cost per task, Dec 2024–Aug 2026

https://www.reddit.com/r/dataisbeautiful/comments/1vhw02h/oc_llm_intelligence_vs_cost_per_task_de...
2•theanonymousone•37m ago•0 comments

I built a free, instant technical and on-page SEO tool and keyword checker

https://www.sitealyser.com
1•johnnyfwk•38m ago•0 comments

Show HN: Benchmark local LLMs fit for your device specs

https://github.com/SupermodularAI/local_bench
1•andrelago•38m ago•0 comments

Informing HTTP Extension Design with Data

https://mnot.net/blog/2026/linting_the_web
1•jiehong•39m ago•0 comments

Show HN: ToolHoard – Compare power tool prices across major US retailers

https://toolhoard.com/
1•wesman5060•44m ago•0 comments

New Mexico Court Orders Meta to Pay $567M

https://www.techpolicy.press/new-mexico-court-orders-meta-to-establish-567-million-fund-to-abate-...
2•DeepLogin•47m ago•0 comments

I wonder if you could make a useful DOS executable with just emoji

https://oldbytes.space/@gloriouscow/117044736309312697
2•birdculture•49m ago•0 comments

Render of the Ford Fathom: Ford's affordable electric pickup truck at $28,350

https://evwire.com/p/ford-fathom-electric-truck-name-price-28350
1•juurikas•52m ago•0 comments