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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Evolving Typst

https://laurmaedje.github.io/posts/evolving-typst/
1•birdculture•4m ago•0 comments

Jane Colden: Naming the Living World

https://worldsensorium.com/jane-colden/
1•dnetesn•5m ago•0 comments

Object-Oriented Programming: Themes and Variations

https://ojs.aaai.org/aimagazine/index.php/aimagazine/article/download/508/444
1•todsacerdoti•7m ago•0 comments

I found a legit uncensored Sora/Runway alternative for AI video (unbound.video)

https://unbound.video
1•gabrieln•8m ago•1 comments

Show HN: We built a zero-webhook Merchant of Record for SaaS

https://www.kelviq.com/
1•alokdubey007•8m ago•0 comments

Cross-Lingual News Dedup at $100/Month – Embeddings, Pgvector, and UnionFind

https://yingjiezhao.com/en/articles/Cross-Lingual-News-Dedup-at-100-Dollar-a-Month/
1•ethan_zhao•9m ago•1 comments

Show HN: Chase – Automated invoice follow-up emails for freelancers

https://chase.allonys.com
1•Cvexperts•12m ago•0 comments

Show HN: SynthesisOS – A local-first, agentic desktop layer built in Rust

https://github.com/GastonGelhorn/synthesis-os
1•synthesis_dev•14m ago•1 comments

Introducing: Build Awesome

https://blogfontawesome.wpcomstaging.com/introducing-build-awesome-static-site-platform-kickstarter/
1•bovermyer•16m ago•0 comments

Ascensions

https://www.jmduke.com/posts/ascensions.html
1•montyanderson•16m ago•0 comments

Pg_QoS v1.0.0 stable release is out

https://www.postgresql.org/about/news/pg_qos-v100-stable-release-is-out-3251/
1•aamederen•17m ago•0 comments

YggTorrent Shuts Down After Hack, Leak and Stolen Crypto

https://torrentfreak.com/yggtorrent-shuts-down-after-hack-leak-and-stolen-crypto/
2•teroshan•22m ago•1 comments

Published a fitness app to connect trainers and clients

https://apps.apple.com/us/app/flexor-fitness-companion/id6758482608
1•maradlo•26m ago•1 comments

Show HN: ÆTHERYA Core – deterministic policy engine for governing LLM actions

https://github.com/nayfly/aetherya-core
1•RobertMihai•26m ago•0 comments

Git-oops – undo any Git mistake with one command

https://github.com/hxmanss/git-oops
2•Hxmanss•27m ago•0 comments

Any Resolution Any Geometry: From Multi-View to Multi-Patch

https://dreamaker-mrc.github.io/Any-Resolution-Any-Geometry/
1•smusamashah•27m ago•0 comments

Whuppity Scoorie: the Scottish spring ritual bringing a town together

https://www.theguardian.com/uk-news/2026/mar/04/whuppity-scoorie-scotland-spring-ritual-lanark-cross
1•samizdis•28m ago•0 comments

Show HN: A .NET Web Framework on the Base .NET Core SDK

https://github.com/WispFramework/Wisp
2•utf_8x•28m ago•0 comments

European Central Bank: AI may be creating instead of destroying jobs for now

https://www.reuters.com/business/ai-may-be-creating-instead-destroying-jobs-now-ecb-blog-argues-2...
4•giuliomagnifico•30m ago•1 comments

Marc Benioff Praises Grok

https://twitter.com/cb_doge/status/2028936688689352818
1•sourcegrift•31m ago•0 comments

Show HN: Glyph, a local-first Markdown notes app for macOS built with Rust

https://glyphformac.com/
3•skarat•33m ago•1 comments

A Shared Kernel Is a Shared Trust Domain

https://cdelmonte.dev/posts/shared-kernel-shared-trust-domain/
1•cdelmonte•37m ago•0 comments

2025 State of Rust Survey Results

https://blog.rust-lang.org/2026/03/02/2025-State-Of-Rust-Survey-results/
1•pjmlp•37m ago•0 comments

Man Cereal

https://joshcollinsworth.com/blog/man-cereal
2•jannesan•39m ago•0 comments

IANA tz (and POSIX) cannot add British Columbia's new Pacific Time (PT) timezone

https://github.com/eggert/tz/commit/8b46071fd85a7a9434d63894bac64d30362cc16d
2•kelseydh•39m ago•0 comments

Show HN: Most Based

https://www.mostbased.space/
1•aloscorisreal•39m ago•0 comments

Show HN: Read it later" links only (iOs app)

https://apps.apple.com/gb/app/space4links/id6758895070
1•skyfantom•40m ago•0 comments

Show HN: We build a Graph of public Skills

https://skillinsight.io
7•mapleeman•46m ago•4 comments

Show HN: Elm Social Route – Geofenced chat, event, and route

https://play.google.com/store/apps/details?id=com.hujan2labs.elmsocialroute&hl=en_US
1•red26•46m ago•0 comments

Lockbox: Constrain Your Bots to Set Them Free

https://www.chrismdp.com/lockbox-constrain-your-bots-to-set-them-free/
1•refset•47m ago•0 comments