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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

Gap between closed and open models might be much smaller than commonly assumed

https://old.reddit.com/r/LocalLLaMA/comments/1ukp2bu/the_gap_between_closed_and_open_models_might...
1•johnnyApplePRNG•37s ago•0 comments

How Fascists Construct Scientific Ignorance [video]

https://www.youtube.com/watch?v=HTh4y2wABrA
1•KittenInABox•4m ago•0 comments

Why nobody uses Craigslist anymore [video]

https://www.youtube.com/watch?v=31oqfd8myBI
1•onemoresoop•6m ago•0 comments

FreeBSD Ate My RAM

https://crocidb.com/post/freebsd-ate-my-ram/
2•theanonymousone•7m ago•0 comments

Show HN: Make your terminal pulse orange when Claude Code needs input

https://github.com/rickardstureborg/claude-needs-input
2•rstureborg•10m ago•0 comments

Extralite 3.0.0: fast and innovative SQLite wrapper for Ruby

https://noteflakes.com/articles/2026-07-02-extralite-3
1•thunderbong•12m ago•0 comments

Robotic elephants are replacing live ones at Kerala temple festivals

https://apnews.com/photo-gallery/india-hindu-temples-robotic-elephants-photos-4dd6deac17e980ef2c2...
2•geox•13m ago•0 comments

Show HN: StillUpTo – Keep track of the side projects if they are still alive

https://stillup.to/
1•hakanu•13m ago•0 comments

Rebuilding Coginition's Agentic MapReduce

https://mattrickard.com/rebuilding-cognitions-agentic-mapreduce
1•rckrd•14m ago•0 comments

Send me your prompt, not your slop

https://sendmeyourprompt.com/
1•jwahba•15m ago•0 comments

A political belief changed how AI analysts read the same data

https://arxiv.org/abs/2607.01507
1•thatsgcasey•15m ago•0 comments

Grad program search with CPT/OPT and tuition data in one site

https://gradaisle.com/landing
1•plowisright•17m ago•0 comments

GCC WebAssembly Back End

https://gcc.gnu.org/wiki/WebAssemblyBackend
1•chnoblouch•18m ago•0 comments

Show HN: Opbox – CRDT based sync for text files on disk

https://www.opbox.dev/
1•sensodine•19m ago•0 comments

CARDiac, syntax coloring, view source and vibe code

https://pluralistic.net/2026/07/03/rod-logic/
1•hn_acker•23m ago•1 comments

An AI Koan

1•rcanand2025•26m ago•0 comments

Is the stock market in a bubble? – levelsio (Pieter Levels)

https://levels.io/bubble-detector
2•bilsbie•26m ago•0 comments

HammerDB v6.0 Response Times, Percentiles and Reservoir Sampling

https://www.hammerdb.com/blog/uncategorized/hammerdb-v6-0-response-times-percentiles-and-reservoi...
1•tanelpoder•30m ago•0 comments

One Pizza Startup

https://pradeep.md/2026/06/30/one-pizza-startup.html
5•skyfallsin•30m ago•0 comments

Claude Fable is useless for bioinformaticians

1•iqbal1980•31m ago•0 comments

Mathematics in Machine Learning (Vector Embeddings)

https://www.youtube.com/watch?v=GbPNRDvpQ6E
1•tech2trees•32m ago•1 comments

Make Claude Fix the Claude VS Code Extension

https://github.com/Pomax/Claude-VS-Code-Extension-patches
1•TheRealPomax•36m ago•1 comments

Show HN: Mycli 2.0

https://github.com/dbcli/mycli
1•drw•37m ago•0 comments

NOYB (Max Schrems) to challenge EU/US data sharing after SCOTUS ruling [pdf]

https://noyb.eu/sites/default/files/2026-06/Letter_noyb_EU-US_data_transfers.pdf
7•lokar•37m ago•1 comments

Tell HN: Fewer PRs done with proper prompting, review, and refinement wins

1•tomerbd•38m ago•0 comments

Ask HN: Are any startups hiring front-end developers, or are they just using AI?

1•Kathan2651•40m ago•2 comments

A manifesto against property (2023)

https://www.berghahnjournals.com/view/journals/focaal/2023/97/fcl970101.xml?ArticleBodyColorStyle...
2•tjaeger•41m ago•0 comments

Test

1•hslcalgary•41m ago•1 comments

Show HN: Live hiring tracker for B2B SaaS, rereshed daily

https://tracker.mccoy.io/b2b-saas
1•jgafni•44m ago•0 comments

Coffee chats are the real job market for competitive recruiting

https://coffeechatos.com
1•sarvarjafarov•45m ago•0 comments