AR / VR – NVIDIA Technical Blog
…8 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…
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After self-hosting LLMs for a year, I realized that models are not the real bottleneck
2d agoThese 5 small tweaks made my self-hosted LLM setup way more productive
2d agoI use Claude and local LLMs together now, and it costs half as much while being twice as fast
5d agoMy local LLM can call Claude when it's stuck, and it changed everything about my local-first setup
1w agoDeveloper Tools & Techniques – NVIDIA Technical Blog
…8 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…
I started using my local LLMs and an MCP server to manage my NAS – it's surprisingly powerful (and safe)
…I’ve spent the last couple of months pairing my local models with open-source tools, and these LLMs are surprisingly good at tackling OCR workflows, generating bookmark tags, organizing notes, and…
Claude Code installed my IDE, and now I can't go back to manual setup
…challenge AI-assisted or old-school config — find out how well you know the difference between Claude Code and manual IDE setup. Claude Code IDE Setup Automation Dev Tools Workflow 01 / 8…
Discussions and forums
n8n + Paperless-ngx + Paperless-GPT for adding RAG to your documents!
Paperless-ngx is undoubtedly one of the most important and useful containers in my self-hosted stack. I have a modest collection of documents, ranging from receipts, to pay-stubs, certificates, notices, IDs, etc. While i…
Show HN: Self-hosted collaborative SQL editor for teams
I built a self-hostable web-based sql client interfaces for me and my team.We were using the community version of - https://dbeaver.io, but we needed a few more features and an improved editor. PopSQL was a modern take o…
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Show HN: Forge – Guardrails take an 8B model from 53% to 99% on agentic tasks
Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments.I built Forge, an open-source reliability layer for self-hosted LLM tool-calling.What it does:- Adds domain-and-tool-agnostic guardrails (retry nudges, step e…
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I fine-tuned a 7B model to write my Home Assistant automations, and it actually works
…This dataset was created for the home-llm project, which fine-tunes small models to act as local voice assistants for Home Assistant, and it's well-structured for that purpose. I…
After a year of self-hosting LLMs, I realized the real bottleneck isn’t the GPU
…Here’s how I integrated Local AI setup with my workflow In my setup, the LLM isn't a destination; it's a layer integrated into everything I do. I use Logseq…
Microsoft's Copilot obsession backfired, and now it's frantically erasing it from Windows
…The company whipped itself into a furor over the AI assistant, and honestly, who wouldn't? LLMs were a super exciting piece of tech at the time. We got our first glimpse…
GPT-5.4 launched as the most powerful model ever... and I switched back to Claude in a week
…It doesn't matter to me which is more powerful Workflow is key For the things I use LLMs for, I don't need frontier models. I could probably get by with…
AMD Ryzen™ AI Desktop Processors for Professionals
…on-device AI acceleration—reducing workflow friction and speeding development cycles. Make Fast Decisions with Responsive AI Enable data-intensive multitasking and on-device AI assistance in a commercial-grade desktop platform…
Android Studio supports Gemma 4: our most capable local model for agentic coding
…Run complex agentic workflows without worrying about hitting quotas. Gemma 4 is optimized to run efficiently on modern development hardware, utilizing local GPU and RAM to provide snappy, responsive assistance. Offline availability…