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Plane crashed after 3D-printed part collapsed

https://www.bbc.com/news/articles/c1w932vqye0o
1•toss1•26s ago•0 comments

I Built an AI Workspace to Organize ChatGPT, Claude and Grok Conversations

https://www.getaiworkspace.com/
1•Strikeh•29s ago•1 comments

LucreXius

https://addons.mozilla.org/en-US/firefox/addon/lucrexius/
1•programmexxx•1m ago•0 comments

Microsoft Excel World Championship

https://excel-esports.com/
1•belter•1m ago•0 comments

Micron is killing Crucial SSDs and memory in AI pivot to serve on AI companies

https://www.tomshardware.com/pc-components/dram/micron-is-killing-crucial-ssds-and-memory-in-ai-p...
1•1vuio0pswjnm7•2m ago•0 comments

GlobalBuildingAtlas (3D Models of 2.8B Buildings in the World)

https://tubvsig-so2sat-vm1.srv.mwn.de
1•jotaen•6m ago•1 comments

Standards Queues

https://bkardell.com/blog/Queues.html
1•speckx•6m ago•0 comments

The "confident idiot" problem: Why AI needs hard rules, not vibe checks

https://steerlabs.substack.com/p/confident-idiot-problem
1•steerlabs•7m ago•0 comments

Micron stops selling memory to consumers as demand spikes from AI chips

https://www.cnbc.com/2025/12/03/micron-stops-selling-memory-to-consumers-demand-spikes-from-ai-ch...
2•1vuio0pswjnm7•11m ago•1 comments

Sine wave cube in less than 1K

https://raurir.com/posts/js1k-cube-sine-sdf/
2•rauri•11m ago•0 comments

Bio-essential sugars in samples from asteroid Bennu

https://www.nature.com/articles/s41561-025-01838-6
2•Luc•12m ago•0 comments

Researchers find what makes AI chatbots politically persuasive

https://arstechnica.com/science/2025/12/researchers-find-what-makes-ai-chatbots-politically-persu...
1•furcyd•12m ago•1 comments

[ Hello Blog

https://nobloat.org/articles/2025-07-01-hello-blog.html
2•cinemast•12m ago•0 comments

Show HN: Cheap OpenTelemetry lakehouses with Parquet, DuckDB, and Iceberg

https://clay.fyi/blog/cheap-opentelemetry-lakehouses-parquet-duckdb-iceberg/
2•smithclay•13m ago•0 comments

Random.org

https://www.random.org/
2•bookofjoe•15m ago•1 comments

MCP Web Host

https://mcphost.link/
2•init0•15m ago•1 comments

Your Dorky Spatial Database is My Magic Answer Machine [video]

https://www.youtube.com/watch?v=kNFyLdNzvGg
1•mooreds•17m ago•0 comments

GitHub Wrapped

https://www.trygitwrap.com/
1•nailer•19m ago•0 comments

Show HN: Dinotool – a foundation model vector embedding CLI

https://github.com/mikkoim/dinotool
1•mikkoim•21m ago•0 comments

Show HN: When TOON isnt enough, you need to GOON

https://github.com/GOON-format/goon
1•productiongrad•21m ago•0 comments

Undefined behaviour spotted in safe Rust code

https://twitter.com/BrianOrwe/status/1996624161209569696
1•quelsolaar•21m ago•0 comments

Meta Weighs Cuts to Its Metaverse Unit

https://www.nytimes.com/2025/12/04/technology/meta-weighs-cuts-to-its-metaverse-unit.html
2•donohoe•22m ago•1 comments

The Kenyan workers training China's AI models

https://restofworld.org/2025/kenya-china-ai-workers/
2•poisonborz•23m ago•0 comments

Apple's attempt at system-wide filtering API – is it good? AdGuard's research

https://adguard.com/en/blog/apple-url-filter-system-wide-filtering-api.html
2•quyleanh•24m ago•0 comments

Understand and fix issues with Phoenix.Socket origin checks

https://revelry.co/insights/development/elixir/phoenix-socket-check-origin/
2•grossvogel•28m ago•1 comments

Bitbucket: "Announcing powerful upgrades and a new pricing model..."

https://www.atlassian.com/blog/bitbucket/announcing-v5-self-hosted-runners
2•wcv•31m ago•1 comments

PowerSync: SQLite based local-first sync engine

https://www.powersync.com
3•nnnnico•32m ago•0 comments

Bcachefs 1.33.0 – Reconcile

https://lore.kernel.org/linux-bcachefs/slvis5ybvo7ch3vxh5yb6turapyq7hai2tddwjriicfxqivnpn@xdpb25w...
2•todsacerdoti•34m ago•0 comments

I Loved 'SQL Noir', but I Wanted to Fix the Learning Curve. So I Built This

https://sqlcasefiles.com/
2•hackstarky•35m ago•1 comments

Netherlands, Spain, Ireland and Slovenia Boycott Eurovision After Israel Allowed

https://www.bbc.com/news/live/ce3xrywzpn6t
4•cramsession•35m ago•0 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