QCon London: AI for developers is in a 'dangerous state'
…These are defined locally, reducing the size of the context that is sent to a remote LLM. Software engineer reveals the dirty little secret about AI coding assistants: They don't save…
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My local LLM can call Claude when it's stuck, and it changed everything about my local-first setup
1w agoInstead of paying $40 a month for cloud AI tools, I run everything through a local model on my gaming PC
1w agoI finally found an open-source local LLM that actually competes with cloud AI
1w agoA Modder Repurposed a Used V100 For LLM Acceleration
1w agoDell Pro Max GB10 Review: NVIDIA’s Mini AI Supercomputer Tested
…NVIDIA GB10 architecture Small footprint with efficient cooling Dual-system configuration is a breeze to set up Big pool of memory with plenty of storage Provides an excellent development environment Local LLM…
On-device Apple Intelligence vulnerable to prompt injection techniques
…They achieved a 76% success rate in 100 tests by employing adversarial prompts and Unicode obfuscation These findings were shared with Apple on October 15, 2025. The focus was on the on…
Linux File-System Proliferation A Burden: Requirements Laid Out For Any Future File-Systems
…New Release In Four Years The New Linux Kernel AI Bot Uncovering Bugs Is A Local LLM On Framework Desktop + AMD Ryzen AI Max Ubuntu Linux Will Begin Landing AI Features Throughout…
Discussions and forums
Show HN: I built a RAG and knowledge graph agent that runs locally
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder. Why was claw-coder created? Answer: To solve th…
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Show HN: I built a powerful RAG and knowledge graph agent that runs locally
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder.Why was claw-coder created? Answer: To solve the…
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The Qwen 3.6 35B A3B hype is real!!!
My personal test for small local LLM intelligence is to check whether a model has any ability to understand the code that I write for my own academic research. My research is on some pretty niche topics and I doubt that …
Show HN: VerdictMail – IMAP daemon that uses LLM reasoning to catch phishing
I built VerdictMail as a homelab project to explore whether combining classical email authentication signals with LLM reasoning produces better threat classification than either approach alone.It runs as a daemon on Ub…
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DeepSeek V4 being 17x cheaper got me to actually measure what I send to cloud vs what I could run locally. the results are stupid.
That foodtruck bench post showing deepseek v4 matching gpt-5.2 at 17x cheaper got me thinking. if frontier cloud models are that overpriced for equivalent quality, how much of my daily work even needs cloud at all? Ran m…
Partnering with Mozilla to improve Firefox’s security
…From model evaluations to a security partnership In late 2025, we noticed that Opus 4.5 was close to solving all tasks in CyberGym , a benchmark that tests whether LLMs can reproduce…
I used Claude's interactive visuals for studying, now I can't go back to my static notebooks
…How often does one actually go searching for specialized software when these tools are natively accessible within the LLMs we already use for almost everything else? Related I tested Claude’s new…
Practical Security Guidance for Sandboxing Agentic Workflows and Managing Execution Risk | NVIDIA Technical Blog
…In addition, agentic IDEs often contain global and local settings, including command allow and denylists, with local configuration settings in the active workspace. This can give attackers the ability to pivot or…
I rebuilt my entire note-taking system from scratch, and this setup is all I use now
…Formatting is easy, backlinking is easy, and I can easily hook it up to other tools such as my local LLM . Obsidian OS Windows, macOS, Linux, iOS, iPadOS, Android Individual pricing Free…
Linux 7.1-rc2 Bringing Some More Improvements/Fixes For Older AMD GPUs
…FRED By Default & Much More The New Linux Kernel AI Bot Uncovering Bugs Is A Local LLM On Framework Desktop + AMD Ryzen AI Max Ubuntu Linux Will Begin Landing AI Features Throughout…
How to scan for vulnerabilities with GitHub Security Lab’s open source AI-powered framework
…LLMs are good at threat modeling The LLM performs well in threat modeling in general. During the experiment, we tested it on a number of applications with different threat models, such as…