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Show HN: Twigg Free and Open Source Centralized VCS

https://twigg.vc/
1•andrebianchessi•4m ago•0 comments

What Happened to the Internet? [video]

https://www.youtube.com/watch?v=E2AoYIKwJqM
1•qingcharles•6m ago•0 comments

Tesla cancels Cybertruck in Australia and NZ after 7 years of deposits

https://electrek.co/2026/10/23/tesla-cancels-cybertruck-australia-new-zealand/
2•MilnerRoute•9m ago•0 comments

CleanYourTV : Debloat Any Android or Google TV over Wi-Fi

https://github.com/Gathin23/cleanyourtv
1•saikatsg•10m ago•0 comments

Vibe coding is turning the music gear world upside down

https://www.theverge.com/gadgets/1013493/vibe-coding-ai-music-gear-hacking-custom-firmware
2•saikatsg•16m ago•0 comments

Zen Browser is the Arc replacement I was looking for

https://www.theverge.com/tech/1018275/zen-browser-arc-replacement
1•saikatsg•17m ago•0 comments

Decompressible Oracle Generators

https://gertlabs.com/blog/decompressible-oracle-generators
2•gertlabs•20m ago•0 comments

There's never any reason for a committee to set rates

https://gist.github.com/mxfactorial/d9451142ad2037d82d926e5c59d9a06d
1•mxfactorial•28m ago•0 comments

Just Dashboard open-source dashboard for managing your VPS

https://github.com/JustDashboard/Just-Dashboard
1•Wayy10•33m ago•0 comments

A New India Is Here, and It Wants to Make Things

https://www.corememory.com/p/a-new-india-is-here
1•dsr12•39m ago•0 comments

SS United States to be sunk as largest artificial reef

https://divemagazine.com/scuba-diving-news/ss-united-states-to-be-sunk-as-worlds-largest-artifici...
3•geox•41m ago•2 comments

Local-first video production workspace for people and AI agents

https://github.com/TriHerm/cutmark
3•jev-yeb•43m ago•0 comments

Failure Modes

https://www.autodidacts.io/failure-modes/
5•Curiositry•49m ago•0 comments

RSS Vault – a curated directory of RSS feeds

https://rssvault.org
2•Curiositry•50m ago•0 comments

Exploring Thurston geometries

https://www.3-dimensional.space/
1•marysminefnuf•51m ago•0 comments

Closing the Sea: Lessons from Ancient Mediterranean Blockades

https://maritime-executive.com/editorials/closing-the-sea-lessons-from-ancient-mediterranean-bloc...
2•gumby•54m ago•0 comments

An Invisible Spirit

https://animationobsessive.substack.com/p/an-invisible-spirit
3•vinhnx•56m ago•0 comments

Trace the footsteps of England's most famous accused witches

https://www.bbc.com/travel/article/20261023-the-haunting-landscapes-of-englands-accused-witches
1•1659447091•1h ago•0 comments

Can a good philsophical contribution be made just by asking a question? (2022)

https://philpapers.org/rec/HABCAG
2•schoen•1h ago•0 comments

The Tesla-SpaceX merger explained

https://finshots.in/archive/tesla-spacex-merger-explained/
2•vismit2000•1h ago•0 comments

Show HN: Proc-CLI – An agent-friendly CLI tool for process and port management

https://proc-cli.com/
2•yazeedaloyoun•1h ago•0 comments

Minecraft: Java Edition 26.3 rewritten from scratch in Rust

https://github.com/ludovic111/horizon
1•privacyishuman•1h ago•0 comments

Cognitive Mercantilism: AI panic resembles fears of early capitalism

https://contraptions.venkateshrao.com/p/cognitive-mercantilism
2•ianand•1h ago•0 comments

Show HN: How religions evolved? Charts, Maps, Citations

https://howitevolved.com/chart/
2•silly073•1h ago•0 comments

Domain UserMemory.com now available on Spaceship

https://usermemory.com
1•dev1one1•1h ago•0 comments

Sharp Tools

https://bojidar-bg.dev/blog/2025-05-28-sharp-tools/
2•Curiositry•1h ago•0 comments

The "canal" in the Amazon that breaks the rules

https://signoregalilei.com/2026/10/25/the-canal-in-the-amazon-that-breaks-the-rules/
1•notfried•1h ago•0 comments

Rest of World faces prospect of shutting down

https://www.semafor.com/article/10/25/2026/rest-of-world-faces-prospect-of-shutting-down
3•colinprince•1h ago•2 comments

How hospitals used inspiration from F1 for surgery-to-ICU handovers

https://www.bbc.com/sport/formula1/articles/c6ly0q00gj5do
1•1659447091•1h ago•0 comments

Amundsen's Maxim

https://www.amundsens-maxim.com/
1•fagnerbrack•1h ago•0 comments
Open in hackernews

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