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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

Why We Stopped Making Einsteins

https://www.theintrinsicperspective.com/p/why-we-stopped-making-einsteins
1•jorzel•2m ago•0 comments

WestJet labour dispute is a proxy battle between Carney and unions

https://www.theglobeandmail.com/business/commentary/article-westjet-flight-attendant-strike-proxy...
1•petethomas•3m ago•0 comments

Show HN: Changed how I use agent harnesses

https://github.com/maximhq/bifrost/
1•Swapnoneel•4m ago•0 comments

Show HN: Curved Crease Folding

https://curved-crease-interactive.vercel.app/
1•coroush•4m ago•0 comments

Branchless Rust: Making a Filter 4x Faster by Removing an If

https://www.greyblake.com/blog/branchless-rust/
1•greyblake•4m ago•0 comments

Conflict-Freedom as a Progress Condition

https://arxiv.org/abs/2605.19531
1•otrack•5m ago•0 comments

The World Crossed a Major Solar Milestone [3TW]

https://www.bloomberg.com/news/articles/2026-08-03/the-world-crossed-a-major-solar-milestone-no-o...
1•toomuchtodo•6m ago•1 comments

Linux page-cache corruption via TC pedit: a new Dirty-class variant

https://github.com/rjt-gupta/page-cache-corruption-lpes/tree/main/dirty_pedit
1•rjt-gupta•9m ago•1 comments

Don't be a meat proxy

https://gruhn.me/blog/2026-08-03/
25•ngruhn•13m ago•6 comments

R-457 – a 27M-parameter reasoning model running offline across two ESP32-S3

https://github.com/harmansingh4163-ai/R-457
1•harmansingh4163•13m ago•0 comments

Linux 7.2-rc6: The biggest rc6 in years

https://lwn.net/ml/all/CAHk-=whoz5Uy-kmrdzjrpCJCVWW3fni31c-zsHcH7TkOhRhfOA@mail.gmail.com/
1•zdkaster•18m ago•0 comments

Britain's Hikikomori

https://dispatch-media.com/meet-britains-hikikomori/
2•littlexsparkee•19m ago•0 comments

Situational Awareness and the Impending Stock Market Volatility

https://www.emergingtrajectories.com/lh/situational-awareness-bigger-picture/
3•cl42•23m ago•1 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://www.researchgate.net/publication/399711077_Thinking-Fast_Slow_and_Artificial_How_AI_is_Re...
1•akbarnama•24m ago•1 comments

A Wild Netflix Lawsuit Shows Why Drugs and Alcohol Don't Mix with Work

https://www.wsj.com/lifestyle/careers/a-wild-netflix-lawsuit-shows-why-drugs-and-alcohol-dont-mix...
1•petethomas•25m ago•0 comments

Lists for Devs Who Just Shipped and Now Need Users

https://dev.to/productivity/awesome-lists-for-devs-who-just-shipped-and-now-need-users-115f
2•armandomaxim•27m ago•0 comments

How fast is C++26's std:hive?

https://lemire.me/blog/2026/08/02/how-fast-is-c26s-stdhive/
1•ingve•28m ago•0 comments

Foldables are sort of boring now – and that's great news for Apple

https://www.theverge.com/column/972937/foldable-phones-boring-apple
1•ramn7•30m ago•0 comments

Show HN: Chinese are offering Claude/Codex offers 90% off

2•xiaoxumz11•38m ago•0 comments

More German than many Germans

https://mertbulan.com/more-german-than-many-germans/
2•mertbio•41m ago•0 comments

Japanese Matcha Price Tracker 2026: Live Auction and Wholesale Data

https://onewithtea.com/pages/japanese-matcha-price-tracker
1•vector_spaces•43m ago•0 comments

Company Offering Printed Books to Train AI Stops After 404 Media Coverage

https://www.404media.co/ai-company-training-scanning-books-database-isbndb/
2•HelloUsername•44m ago•0 comments

Show HN: MPEdb a drop in replacement for SQLite3 with concurrency support

https://github.com/punnerud/mpedb
2•punnerud•46m ago•0 comments

The Math Superstar Who's Terrified of AI–and Just Took a Job at OpenAI

https://www.wsj.com/tech/ai/openai-jacob-tsimerman-fields-medal-ai-safety-391d0f79
1•apparent•52m ago•0 comments

Alternative Versioning

https://altver.org/
1•tomodachi94•56m ago•0 comments

Show HN: NoCrap – Gamifying porn addiction recovery

https://nocrap.vercel.app/
1•uioio•1h ago•0 comments

Compile Zod schemas into zero-overhead validation functions at build time

https://github.com/wakita181009/zod-aot
1•ryuuseijin•1h ago•0 comments

Five Takeaways from the Times Investigation into Larry Ellison's A.I. Gamble

https://www.nytimes.com/2026/07/31/magazine/takeaways-larry-ellison-oracle-ai.html
2•achow•1h ago•0 comments

The Ancient Roots of Modern Winemaking

https://nautil.us/the-ancient-roots-of-modern-winemaking-1281970
1•the-mitr•1h ago•0 comments

Return-to-office mandates are killing workplace trust

https://thehill.com/opinion/technology/5992056-office-attendance-backlash/
2•dmitrygr•1h ago•0 comments