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Running Karpathy's autoresearch with Local LLM — Zero API Cost Autonomous AI Research
Dev.to · soy 3w ago
Running Karpathy's autoresearch with Local LLM — Zero API Cost Autonomous AI Research
Introduction Andrej Karpathy (OpenAI co-founder) released autoresearch — an experiment...
AI Era Security and OSS: Trivy Compromise, Google and Cloudflare's Countermeasures
Dev.to · soy 3w ago
AI Era Security and OSS: Trivy Compromise, Google and Cloudflare's Countermeasures
AI Era Security and OSS: Trivy Compromise, Google and Cloudflare's Countermeasures ...
Frontiers of AI Agent Development: Claude HUD, OpenAI Monitoring, and the Impact of Astral Acquisition
Dev.to · soy 3w ago
Frontiers of AI Agent Development: Claude HUD, OpenAI Monitoring, and the Impact of Astral Acquisition
Frontiers of AI Agent Development: Claude HUD, OpenAI Monitoring, and the Impact of Astral...
Data Preparation and Security to Accelerate AI Development: Leveraging Open Source Tools
Dev.to · soy 3w ago
Data Preparation and Security to Accelerate AI Development: Leveraging Open Source Tools
Today's Highlights The field of AI development is evolving day by day. Especially for...
Next-Gen LLMs: Deep Dive into Compact, High-Speed Models and Temporal Reasoning – Gemini 3.1 Flash-Lite, GPT-5.4 mini/nano
Dev.to · soy 3w ago
Next-Gen LLMs: Deep Dive into Compact, High-Speed Models and Temporal Reasoning – Gemini 3.1 Flash-Lite, GPT-5.4 mini/nano
Today's Highlights Hello, fellow personal developers and AI researchers! In today's tech...
AI Agent Safety and Operations: Frontline Measures Against Prompt Injection and Monitoring
Dev.to · soy 3w ago
AI Agent Safety and Operations: Frontline Measures Against Prompt Injection and Monitoring
Hello everyone! I'm soy-tuber, a solo developer and AI researcher. As I immerse myself daily in AI...
The Real Inflection Point GTC 2026 Quietly Announced — Why NVIDIA Bet on "Open"
Dev.to · soy 3w ago
The Real Inflection Point GTC 2026 Quietly Announced — Why NVIDIA Bet on "Open"
After watching the GTC 2026 keynote, what stayed with me wasn't Vera Rubin's "35x" number. It was the...
Training a Shogi Engine: ONNX Conversion, TensorRT, and Getting Crushed by Ryfamate
Dev.to · soy 3w ago
Training a Shogi Engine: ONNX Conversion, TensorRT, and Getting Crushed by Ryfamate
Shogi — Japanese chess — has a thriving computer engine scene that most Western developers have never...
From 30 Seconds to 3 Milliseconds: Replacing LIKE with FTS5 on 1.7M Patent Records
Dev.to · soy 3w ago
From 30 Seconds to 3 Milliseconds: Replacing LIKE with FTS5 on 1.7M Patent Records
If you've ever written WHERE column LIKE '%keyword%' on a table with more than a million rows, you...
SoyLM: Building a Zero-Dependency Local RAG Tool in a Single Python File
Dev.to · soy 3w ago
SoyLM: Building a Zero-Dependency Local RAG Tool in a Single Python File
SoyLM started as a simple idea: build a RAG (Retrieval-Augmented Generation) tool that runs entirely...
Adding Stripe Checkout to a Solo SaaS: Lessons from PatentLLM's $1K/mo Plan
Dev.to · soy 3w ago
Adding Stripe Checkout to a Solo SaaS: Lessons from PatentLLM's $1K/mo Plan
PatentLLM started as a free patent search tool. Making it a paid product meant answering one question...
Flutter Web + PWA: Why Add to Home Screen Gives You a Full-Screen App
Dev.to · soy 3w ago
Flutter Web + PWA: Why Add to Home Screen Gives You a Full-Screen App
I added a Flutter Web app to my phone's home screen, expecting a glorified bookmark. Instead, it...
Building a 5-in-1 Local LLM App with Flutter Web and Flask
Dev.to · soy 3w ago
Building a 5-in-1 Local LLM App with Flutter Web and Flask
The idea started simple: build five small apps that demonstrate what a local LLM can do with private...
Punching Through NVIDIA NemoClaw's Sandbox to Hit Local vLLM on RTX 5090
Dev.to · soy 3w ago
Punching Through NVIDIA NemoClaw's Sandbox to Hit Local vLLM on RTX 5090
Disclaimer: This is an experimental build, not a production setup. NemoClaw is early-stage, the...
Why Google Wasn't Indexing My FastAPI Site — The HEAD Request Trap
Dev.to · soy 3w ago
Why Google Wasn't Indexing My FastAPI Site — The HEAD Request Trap
The Symptom: 93 Pages Invisible to Google I run a technical blog on FastAPI behind...
What I Gained from Interacting with Shogi AI: The Path to 1st Place in Floodgate and My Approach to Distilled Models
Dev.to · soy 1mo ago
What I Gained from Interacting with Shogi AI: The Path to 1st Place in Floodgate and My Approach to Distilled Models
Introduction As a practical testing ground for verifying reasoning optimization and model...
Turn Conversation Data into Assets with Gemini API: History Export, RAG, and Streamlit
Dev.to · soy 1mo ago
Turn Conversation Data into Assets with Gemini API: History Export, RAG, and Streamlit
Introduction: Taking Back Control of the AI "Brain" For modern engineers, LLMs (Large...
Claude Code Practical Guide: Debugging, Test Automation, and CUDA Environment Setup with Opus 4.6
Dev.to · soy 1mo ago
Claude Code Practical Guide: Debugging, Test Automation, and CUDA Environment Setup with Opus 4.6
Introduction Claude Code is a CLI (Command Line Interface) tool provided by Anthropic that...
I Posted My Patent Search AI to Reddit r/LocalLLaMA and Got 65 Upvotes and Over 20 Questions
Dev.to · soy 1mo ago
I Posted My Patent Search AI to Reddit r/LocalLLaMA and Got 65 Upvotes and Over 20 Questions
The Time I Posted a Patent Search Engine to Reddit r/LocalLLaMA and Received 65 Upvotes and...
Coders at Work — Index of All 15 Programmer Interviews
Dev.to · soy 1mo ago
Coders at Work — Index of All 15 Programmer Interviews
■ What is Coders at Work? Written by Peter Seibel (2009). A collection of long-form interviews with...