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Spirit Crossing's AI Problem

https://blog.curiousquail.com/spirit-crossings-ai-problem/
1•zokiboy•54s ago•0 comments

A Practical Guide to SSH Tunnels: Local and Remote Port Forwarding

https://labs.iximiuz.com/tutorials/ssh-tunnels
1•signa11•5m ago•0 comments

How to lose a war in three easy steps

https://www.ft.com/content/0ba6b511-649e-4a29-bb99-f824584ec93d
2•Alien1Being•12m ago•0 comments

Show HN: Rundown - Niche Intelligence for YouTube Creators

https://getrundown.xyz
2•razasaad92•13m ago•0 comments

Show HN: AgentArk – open-source self-hosted AI agent OS

https://github.com/agentark-ai/AgentArk
2•debankad•15m ago•0 comments

Show HN: Western Highway Alerts

https://westernhighwayalerts.com/
1•BetaDeltaAlpha•18m ago•0 comments

Website –> Markdown Chrome Extension

https://chromewebstore.google.com/detail/save-to-yaps/baaheihmooadmcknelpapgdhoaeldipk
3•RichAwo•18m ago•0 comments

How to Build REST APIs with Actix-Web in Rust

https://oneuptime.com/blog/post/2026-02-01-rust-actix-web-rest-api/view
1•MarShell237•20m ago•0 comments

Where to Find the Colors Your Screen Can't Show You

https://moultano.wordpress.com/2026/06/19/where-to-find-the-colors-your-screen-cant-show-you/
1•moultano•23m ago•0 comments

Atheon -Atheon is a community-driven pattern matching engine

https://github.com/HoraDomu/Atheon
1•HoraDomu•25m ago•1 comments

Quantum sensor breakthrough could transform Army battlefield signal detection

https://www.army.mil/article/293021/quantum_sensor_breakthrough_could_transform_army_battlefield_...
1•wslh•26m ago•0 comments

Memory Safe Inline Assembly

https://fil-c.org/inlineasm
3•pizlonator•31m ago•0 comments

Xi Jinping wants China to boost demand. Why isn't it working?

https://www.ft.com/content/7db72916-3f9f-42c6-bd28-b5c7f51ed573
1•wslh•33m ago•1 comments

I asked Apple's senior watchOS team why it's not coming to so many older models

https://www.techradar.com/health-fitness/smartwatches/its-the-most-convenient-way-to-interact-wit...
1•ValentineC•39m ago•0 comments

Rewiring the Spine: The Tech Restoring Movement After Spinal Injury

https://www.allaboutcircuits.com/news/rewiring-the-spine-tech-restoring-movement-after-spinal-inj...
3•WaitWaitWha•43m ago•0 comments

How to learn iraqi arabic (2020 pre AI)

https://medium.com/@xavierbisits/how-to-learn-iraqi-arabic-bd468eff29e5
1•marysminefnuf•43m ago•0 comments

Modern Iraqi Arabic Textbook

https://archive.org/details/modern-iraqi-arabic-a-textbook-by-yasin-m-alkalesi
1•marysminefnuf•44m ago•0 comments

Epic Event Management System

https://www.lollystage.com/home
1•kenadet•50m ago•0 comments

Why the Human Genome's Tangled Physicality May Confound AI

https://www.quantamagazine.org/why-the-human-genomes-tangled-physicality-may-confound-ai-20260618/
2•tzury•51m ago•0 comments

Show HN: Juakali: a datalayer to build artificial general engineer

https://4dlab.xyz/juakali/
1•m_2018•57m ago•0 comments

A $40M Gold Heist Risks Exposing CIA's Top-Secret Spy Programs

https://www.wsj.com/politics/national-security/a-40-million-gold-heist-risks-exposing-cias-top-se...
1•otherjason•1h ago•1 comments

Klue OAuth breach victim list grows as Icarus hackers claim attack

https://www.bleepingcomputer.com/news/security/klue-oauth-breach-victim-list-grows-as-icarus-hack...
2•parable•1h ago•0 comments

Why People Ditch Smartwatches for Something Simpler

https://www.engadget.com/2197565/reasons-why-people-ditch-smartwatches-something-simpler/
3•NordStreamYacht•1h ago•1 comments

Forked CozoDB to give agents cognitive primitives

1•shanrizvi•1h ago•0 comments

Clear – Intent-First Agentic Development Language

https://sahin.io/clear/
1•giuliomagnifico•1h ago•0 comments

Compound Eye

https://en.wikipedia.org/wiki/Compound_eye
1•o4c•1h ago•0 comments

The Future Is ClaudeVM

https://jperla.com/blog/the-future-is-claudevm
3•satvikpendem•1h ago•0 comments

Researchers drop checkm8-style BootROM exploit for A12 and A13 iPhones

https://www.theregister.com/security/2026/06/19/researchers-drop-checkm8-style-bootrom-exploit-fo...
2•Timofeibu•1h ago•0 comments

Breadcrumbs

https://map.simonsarris.com/p/breadcrumbs
1•simonsarris•1h ago•0 comments

Dementia Risk After Recombinant Herpes Zoster Vaccination in Older Adults

https://www.acpjournals.org/doi/10.7326/ANNALS-25-04689
2•atombender•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