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Show HN: API Testing and Security with AI

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

Comments

anuragdt•8mo 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•8mo 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•8mo 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

Show HN: A 6.9B Moe LLM in Rust, Go, and Python

https://github.com/fumi-engineer/machine_learning
1•fumi2026•3m ago•0 comments

The Stirling Engine: A Wave of the Future Ago [video]

https://www.youtube.com/watch?v=KbnGlcQiL1c
1•akshatjiwan•3m ago•0 comments

Show HN: AI Tryon Product to Video Generator

https://aitryon.art/ai-product-to-video/
1•AITryon•7m ago•0 comments

Watch Cursor build a 3M+ line browser in a week

https://twitter.com/mntruell/status/2012825801381580880
1•hentrep•10m ago•0 comments

The Convolutional Neural Network

https://cocakoala.substack.com/p/the-convolutional-neural-network
1•imranmk•12m ago•0 comments

Writing Your First Compiler

https://popovicu.com/posts/writing-your-first-compiler/
2•thunderbong•15m ago•0 comments

Meta has discontinued its metaverse for work, too

https://www.theverge.com/tech/863209/meta-has-discontinued-its-metaverse-for-work-too
2•prawn•19m ago•0 comments

The Computational Web and the Old AI Switcharoo

https://www.fromjason.xyz/p/notebook/the-computational-web-and-the-old-ai-switcharoo/
1•jayveeone•24m ago•0 comments

Greenland Crisis

https://en.wikipedia.org/wiki/Greenland_crisis
1•handfuloflight•26m ago•0 comments

MH370 operational search reports

https://www.atsb.gov.au/mh370-pages/updates/reports
2•teleforce•31m ago•0 comments

Nushell 0.110.0

https://www.nushell.sh/blog/2026-01-17-nushell_v0_110_0.html
1•Fervicus•35m ago•0 comments

The AI revolution is here. Will the economy survive the transition?

https://post.substack.com/p/the-ai-revolution-is-here-will-the
3•mooreds•43m ago•0 comments

Show HN: 2FA2FA – 2FA Live Auth (Real-Time TOTP Authentication)

https://2fa2fa.com
1•SongDeYu•44m ago•1 comments

Show HN: Ops-Tools – a Rust-Based DevOps CLI Swiss Army Knife

https://github.com/DennySORA/Ops-Tools
1•dennysora•44m ago•0 comments

A fast Rust port of Steve Yegge's beads

https://github.com/Dicklesworthstone/beads_rust
1•sorenbs•48m ago•0 comments

In Minneapolis, a Pattern of Misconduct Toward Protesters

https://www.nytimes.com/2026/01/18/us/minneapolis-federal-agents-misconduct-protesters.html
10•mizzao•48m ago•2 comments

CD Projekt issue DMCA takedown notice against popular Cyberpunk VR mod

https://www.patreon.com/posts/another-one-dust-148437771
6•wjdp•50m ago•0 comments

Air traffic control: the IBM 9020

https://computer.rip/2026-01-17-air-traffic-control-9020.html
2•pinewurst•54m ago•0 comments

Show HN: Anti-Detect.com – Browser Fingerprint Scanner

https://anti-detect.com/
1•SongDeYu•58m ago•0 comments

In Defense of Data Centers

https://www.deeplearning.ai/the-batch/issue-336/
1•nl•59m ago•1 comments

Why the Best AI Systems Are Still So Bad at Pokémon

https://time.com/7345903/ai-chatgpt-claude-gemini-pokemon/
1•26d0•1h ago•0 comments

Ask HN: How to find a sponsor?

1•TySchultz•1h ago•0 comments

San Francisco coyote swims to Alcatraz

https://www.sfgate.com/local/article/san-francisco-coyote-alcatraz-21302218.php
4•kaycebasques•1h ago•0 comments

People cannot "just pay attention" to (boring, routine) things

https://utcc.utoronto.ca/~cks/space/blog/tech/PeopleCannotPayAttention
2•todsacerdoti•1h ago•0 comments

All your OpenCodes belong to us

https://johncodes.com/archive/2026/01-18-all-your-opencodes/
3•jpmcb•1h ago•0 comments

The Code-Only Agent

https://rijnard.com/blog/the-code-only-agent
8•emersonmacro•1h ago•0 comments

Bring Back Ops Pride

https://charitydotwtf.substack.com/p/bring-back-ops-pride
3•mooreds•1h ago•2 comments

Show HN: Knowhere – Rust-Based SQL Engine with TUI and GUI (Built on DataFusion)

https://saivarunk.github.io/knowhere/
1•waxsum8•1h ago•0 comments

With this tool, you can enjoy NAS functionality even without a NAS

https://quicksend.chat/
1•foodhome•1h ago•0 comments

HN should be dark mode by default

4•busters4•1h ago•4 comments