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Ask HN: Best open source way to run local open-weight LLMs in 2026?

1•samuell•40s ago•0 comments

Pentagon's blacklisting of Anthropic was unlawful, US judge rules

https://www.reuters.com/legal/government/us-judge-blocks-pentagons-anthropic-blacklisting-2026-08...
1•softwaredoug•1m ago•0 comments

Ghost in the Machine: Physicists Measure 'Glow' from Shut-Down Nuclear Reactors

https://www.sciencealert.com/ghost-in-the-machine-physicists-measure-the-eerie-glow-from-shut-dow...
1•theanonymousone•3m ago•0 comments

Show HN: Pay-to-rank leaderboards for creators and products

https://www.cuntent.lol
1•CodePapi_•5m ago•0 comments

Show HN: HTML5 port of Civilization 2: MGE

https://wan0.net/civ2/
1•wan0net•5m ago•0 comments

Show HN: PitchBin – a vendor database built from the cold emails you get

https://pitchbin.com/
1•itflashcards•12m ago•0 comments

Just let my TV be a TV

https://twitter.com/LaNativePatriot/status/2093163174673699292
1•bilsbie•13m ago•0 comments

Ask HN: What's a Good Physical Printer?

2•xrd•13m ago•1 comments

Ask HN: What makes an open-source UI component library worth adopting?

1•Harish_0089•17m ago•0 comments

Posiwid: The Purpose of a System Is What It Does

https://daringfireball.net/linked/2026/08/26/posiwid
2•zacharyozer•18m ago•0 comments

Show HN: I made a manga critique site with professional Japanese manga editors

https://m2w.ai/en
2•seanm2w•19m ago•0 comments

Corporate America Cut Big Checks to Trump. Now CEOs Fear Subpoenas Are Coming

https://www.wsj.com/politics/elections/trump-corporate-donors-election-2026-572c1b28
2•doener•19m ago•0 comments

South Korea's 'AI for All' Push Gives Free Access to Every Citizen

https://www.wsj.com/tech/ai/south-koreas-ai-for-all-push-gives-free-access-to-every-citizen-451f6b2c
2•watchdogtimer•22m ago•0 comments

How does football cause brain disease

https://www.science.org/content/article/how-does-football-cause-brain-disease-and-why-it-so-hard-...
2•shymaple•22m ago•0 comments

The Download: inside OpenAI's Hugging Face hack, and a new EV takes on the US

https://www.technologyreview.com/2026/08/27/1143033/the-download-openai-hugging-face-hack-slate-t...
1•joozio•26m ago•0 comments

How LibreOffice Is Funded

https://blog.documentfoundation.org/blog/2026/08/28/how-libreoffice-is-funded/
3•mmarian•27m ago•0 comments

Show HN: SubSmith – Turn your own videos into language-learning material

https://subsmith.app
3•IbrahimF96•28m ago•0 comments

Are we just a couple steps away from a runaway AI?

https://andlukyane.com/blog/runaway-ai
2•Artgor•30m ago•0 comments

Pentagon's blacklisting of Anthropic was unlawful, US judge rules

https://www.theguardian.com/technology/2026/aug/28/us-court-rules-pentagon-anthropic-ban-illegal-...
3•chanux•31m ago•0 comments

Show HN: Jack the Snipper – Paste HTML or rich text, get clean plain text back

https://snipper.kreisvier.ch/
1•shipcraft•31m ago•0 comments

How Much of the Internet Is Written with AI?

https://www.pewresearch.org/data-labs/2026/08/20/how-much-of-the-internet-is-written-with-ai/
1•thehoff•34m ago•0 comments

Show HN: Tavi – A pet health tracker that works offline, with no account

https://tavi.pet/
4•abdghani•41m ago•0 comments

Panic passes Trump tariff refunds back to the Playdate buyers

https://help.play.date/orders/tariffs/
1•huhtenberg•42m ago•0 comments

Show HN: Live football data. Clear patterns. Smart bets

https://valuestats.com/
1•not_wowinter14•42m ago•0 comments

LLM Cliché Highlighter

https://tools.simonwillison.net/llm-cliche-highlighter
2•rzk•42m ago•0 comments

Kojugate: Graph-native multiphysics simulation engine and digital twin

https://www.konjugate.com/
1•zenin•49m ago•1 comments

The Language of Headlines

https://daily.jstor.org/how-does-the-language-of-headlines-work-the-answer-may-surprise-you/
1•bookofjoe•50m ago•0 comments

One of east coast's largest datacenters accused of 'violating federal law'

https://www.theguardian.com/environment/2026/aug/27/new-jersey-vineland-datacenter-permits
1•sseagull•50m ago•0 comments

Scanning 170M lines of code: 44% of AI-found critical vulnerabilities were FP

https://corporate.comcast.com/stories/exploratory-vs-deterministic-assessments
1•officialhocc•51m ago•0 comments

Show HN: MCP server that drives the browser you are signed into

https://github.com/t3ratech/mcp-session-bridge
2•tkaviya•52m 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