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More proof of how good Gemini Live is [video]

https://www.youtube.com/shorts/XJufw4jPJ1w
1•sin4ch•4m ago•0 comments

Erdős Problem #1026

https://terrytao.wordpress.com/2025/12/08/the-story-of-erdos-problem-126/
1•cgdl•11m ago•0 comments

Australia's peak mental health groups didn't want the teen social media ban

https://www.crikey.com.au/2025/12/09/teen-social-media-ban-experts-concerns-suicide-content/
1•defrost•12m ago•0 comments

Time might not exist – and we're starting to understand why

https://www.sciencefocus.com/science/the-closer-we-look-at-time-the-stranger-it-gets
1•philbo•13m ago•0 comments

Pioneering new treatment reverses incurable blood cancer in some patients

https://www.bbc.co.uk/news/articles/cj38ymeyg4mo
1•asplake•16m ago•0 comments

Show HN: Civic Compass – Find which govt offices serve your address in India

https://cc.zencitizen.in/
2•abhikvarma•16m ago•0 comments

Speed Reading (The Meaning of Language)

https://computer.rip/2025-12-08-speed-reading.html
1•aberoham•17m ago•1 comments

Art reveals the values that sustain lasting peace

https://www.japantimes.co.jp/commentary/2025/11/26/world/art-and-how-to-make-peace/
1•PaulHoule•21m ago•0 comments

An AI Visibility Deep Dive

https://amplitude.com/blog/ai-visibility-explained
1•linksku•23m ago•0 comments

Find food that fits your vibe

https://vibeeats.app
1•payanai•31m ago•0 comments

Why are we curious about some things and indifferent to others?

https://psyche.co/ideas/why-are-we-curious-about-some-things-and-indifferent-to-others
1•rramadass•32m ago•0 comments

Notes on Motivation

https://jeremyjaydan.au/notes-on-motivation/
2•JeremyJaydan•44m ago•0 comments

A mutually incomprehensible AI communication system

https://www.hackster.io/misetteichan/a-mutually-incomprehensible-ai-conversation-system-ffd922
2•anigbrowl•44m ago•0 comments

How Cargo Ships Navigate the World’s Most Treacherous Bay

https://www.youtube.com/watch?v=b7aTdnu-GXc
1•alexchantavy•44m ago•0 comments

The state of enterprise AI [pdf]

https://cdn.openai.com/pdf/7ef17d82-96bf-4dd1-9df2-228f7f377a29/the-state-of-enterprise-ai_2025-r...
1•gmays•47m ago•0 comments

What's the real bottleneck behind the GLP-1 boom: science capacity or incentives

1•d_e_solomon•48m ago•0 comments

Libxml2 Officially Unmaintained

https://gitlab.gnome.org/GNOME/libxml2/-/commit/9c80a89af2fdf4f853892f84e46580f4902658ba
2•rebelwebmaster•50m ago•0 comments

Show HN: Mapstore-go files-backed store with pluggable serialization/encrypt/fts

https://github.com/ppipada/mapstore-go
1•ppipada•51m ago•0 comments

DynamicLink - https://github.com/tinyhref/dynamic-link

2•tinyhref•56m ago•0 comments

The OG Immersion Method

https://www.dreaming.com/blog-posts/the-og-immersion-method
1•carabiner•57m ago•0 comments

Disagreements over post-quantum encryption for TLS

https://lwn.net/SubscriberLink/1048978/c1437060685f8214/
2•todsacerdoti•1h ago•0 comments

Show HN: PyAtlas – Interactive map of the most popular Python packages on PyPI

https://pyatlas.io
1•flo12392•1h ago•0 comments

Reddit Partially Down

https://www.redditstatus.com
4•mendyberger•1h ago•2 comments

Show HN: DSPydantic - Auto-Optimize Your Pydantic Models with DSPy

https://github.com/davidberenstein1957/dspydantic
1•dberenstein1957•1h ago•0 comments

Optique 0.8.0: Conditional parsing, pass-through options, and LogTape integrati

https://hackers.pub/@hongminhee/2025/optique-080
1•todsacerdoti•1h ago•0 comments

Modern Walkmans

https://walkman.land/modern
69•classichasclass•1h ago•32 comments

Investor letter reveals skyrocketing growth of Waymo's robotaxi rides

https://techcrunch.com/2025/12/08/investor-letter-reveals-skyrocketing-growth-of-waymos-robotaxi-...
4•ryan_j_naughton•1h ago•0 comments

IBM RT PC – RISC, μkernel, virtualization (AIX guest), and X in 1986

https://en.wikipedia.org/wiki/IBM_RT_PC
2•burnt-resistor•1h ago•1 comments

Why an internet of anonymous and psychopath accounts tends towards nihilism

https://twitter.com/EricRWeinstein/status/1998228492518101080
3•keepamovin•1h ago•2 comments

Nvidia isn't enron so what is it

https://www.wheresyoured.at/nvidia-isnt-enron-so-what-is-it/
3•enchanted-gian•1h ago•1 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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