soy

Patent lawyer turned AI engineer. Processed 4M patents with local LLM on RTX 5090. Building PatentLLM — AI-powered patent search. Also ranked #1 on Floodgate (shogi AI). Writing about local LLM etc.

Japan Joined on Mar 8, 2026 [email protected] https://media.patentllm.org/

soy

May 22

AI Security CTF, GitHub CI/CD Supply Chain Attack, & Trend Micro Apex One Zero-Day

#security #cybersecurity #vulnerability

4 min read

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soy

May 22

MCP Server LLM Orchestration, GSD-Redux Automation, & DE for AI Production

#ai #rag #automation

4 min read

soy

May 22

DuckDB 1.5.3 Adds Quack Client-Server, SQLite Gets Cypher Graph Extension

#database #sql #sqlite

3 min read

soy

May 22

RTX 5090 Cooling, BeeLlama VRAM Opts, Resizable BAR Performance Gains

#gpu #nvidia #hardware

4 min read

soy

May 22

NuExtract3 VLM, Claude MCP Workflows, Anthropic API Billing Shock

#ai #machinelearning #cloud

3 min read

soy

May 22

BeeLlama v0.2.0 boosts inference; ByteShape speeds Qwen on laptops; Llama 3.1 performance on older GPUs

#ai #llm #selfhosted

3 min read

soy

May 21

Microsoft Defender Zero-Days, GitHub Supply Chain Breaches, and Python Package Compromises

#security #cybersecurity #vulnerability

3 min read

soy

May 21

Applied AI: Orchestration Platforms, Airflow Integration, & Claude Code Workflows

#ai #rag #automation

3 min read

soy

May 21

DuckDB Lance Lakehouse Integration for Vector Search; SQLite Journaling; pgrls RLS Linter

#database #sql #sqlite

3 min read

soy

May 21

Go+CUDA Optimization, LLM VRAM Benchmarks & NVIDIA G-SYNC Firmware 1.1.6

#gpu #nvidia #hardware

3 min read

soy

May 21

Anthropic's Free Dev Courses, Claude Code 'Vibe Coding', & MCP Server Client for Cloud AI

#ai #machinelearning #cloud

4 min read

soy

May 21

Qwen 3.6 & llama.cpp Push Local Inference Limits on Consumer GPUs

#ai #llm #selfhosted

3 min read

soy

May 20

GitHub Breach via VSCode Extension, ZTE Router CVE-2026-34472, & Public Repo Secrets Leaks

#security #cybersecurity #vulnerability

3 min read

soy

May 20

Applied AI: From Agent Orchestration to Workflow Automation & Code Generation

#ai #rag #automation

3 min read

soy

May 20

SQLite Journaling on SMB, TypeGraph for SQL Graphs, Cross-Engine Migrations

#database #sql #sqlite

3 min read

soy

May 20

LLM Compilers, GGUF Quantization, & Radeon RX 9060 Benchmarks

#gpu #nvidia #hardware

3 min read

soy

May 20

Claude, OpenAI Models & AI Tooling: Strategic Shifts & Research Breakthroughs

#ai #machinelearning #cloud

3 min read

soy

May 20

LM Studio Adds MTP Speculative Decoding; Qwen 3.6 GGUF Quants, Ollama Insights

#ai #llm #selfhosted

3 min read

soy

May 19

NPM Supply Chain Compromise, cPanel Root RCE, AWS Pathfinding Labs

#security #cybersecurity #vulnerability

3 min read

soy

May 19

AI Agents Observability, Python Logging for OTel, & PySpark Code Linter

#ai #rag #automation

3 min read

soy

May 19

PostgreSQL: New Time-Series Extension & Replication Monitor; DuckDB in Production

#database #sql #sqlite

3 min read

soy

May 19

Intel Xe3P Leaks 160GB LPDDR5X; FlashAttention-2 in CuTe & Custom CUDA GPT-2 Engine

#gpu #nvidia #hardware

3 min read

soy

May 19

Gemini 3.5 Flash, Claude Design, & LLM Source Reliability Insights

#ai #machinelearning #cloud

3 min read

soy

May 19

Local LLMs: Bytedance Lance 3B Multimodal, llama.cpp MTP, Ollama Client

#ai #llm #selfhosted

3 min read

soy

May 19

Cloud Is a Luxury Car — Two Philosophies of Building Data Apps in 2026

#cloud #architecture #philosophy #devops

8 min read

soy

May 19

Cloudflare Tunnel as the Indie Developer's Public IP

#cloudflare #networking #indie #devops

7 min read

soy

May 19

The Insight-Free Property of Vendor RAGs — A Feature, Not a Bug

#rag #llm #ai #opensource

6 min read

soy

May 19

The `uv` Era — Disposable Python Environments and What OpenAI's Astral Acquisition Means

#python #openai #uv #devtools

6 min read

soy

May 19

Building a Hybrid RAG in 200 Lines — SQLite + FTS5 + sqlite-vec + RRF

#sqlite #rag #python #tutorial

6 min read

soy

May 19

Cortex Search vs Hybrid SQLite RAG — A Cost and Latency Teardown

#snowflake #sqlite #rag #performance

6 min read

soy

May 19

Inside Streamlit's Re-Run Model — Why Hot Reload Feels Instant

#streamlit #python #webdev #architecture

6 min read

soy

May 19

Why Snowflake's Bet on Streamlit Just Works — And Where Solo Builders Still Win

#streamlit #snowflake #python #rag

9 min read

soy

May 19

How AI Quietly Revived Open Source — A Closing Note on the People Who Made the Pieces

#opensource #ai #devtools #philosophy

9 min read

soy

May 18

Windows MiniPlasma Zero-Day, TanStack Supply Chain Hardening & AudioHijack AI Attacks on LLMs

#security #cybersecurity #vulnerability

3 min read

soy

May 18

AI Workflow Optimization: Snowflake Cortex, Claude Code Performance & Productivity

#ai #rag #automation

3 min read

soy

May 18

DuckDB EC2 Optimization, Postgres FDW Pushdown, SQLite NetBeans Connectivity

#database #sql #sqlite

4 min read

soy

May 18

GPU Bottleneck Analyzer, NVIDIA Rubin VRAM Demands, and Qwen VRAM Optimization

#gpu #nvidia #hardware

4 min read

soy

May 18

Claude Code Tips, Semantic Search, and Claude's Market Ascendance

#ai #machinelearning #cloud

3 min read

soy

May 18

Local Inference Boost: Qwen 3.6 Benchmarks, KV Cache Quantization, & Ollama UI

#ai #llm #selfhosted

3 min read

soy

May 17

macOS ping OOB Write Disclosed, Grafana Mass CVE Scanner, AI Code Security Risks

#security #cybersecurity #vulnerability

3 min read

soy

May 17

Optimizing LLM Workflows: Context Management, Model Comparisons, and AI-Powered Automation

#ai #rag #automation

4 min read

soy

May 17

SQLite 3.53.0 Bug, PostgreSQL Performance, New Postgres TUI

#database #sql #sqlite

3 min read

soy

May 17

GPU Hardware & Driver Update: RTX 5090 Benchmarks, llama.cpp MTP, Windows 11 Fix

#gpu #nvidia #hardware

3 min read

soy

May 17

Anthropic's Claude Gains Context Control, Excels in Frontend Dev & Agent Simulations

#ai #machinelearning #cloud

3 min read

soy

May 17

llama.cpp Optimizations & New Qwopus3.5-9B GGUF Model Boost Local AI Performance

#ai #llm #selfhosted

3 min read

soy

May 16

Linux Kernel SSH Key Flaw, CrushFTP Yara Detection, & Vercel Typosquatting Attack

#security #cybersecurity #vulnerability

3 min read

soy

May 16

LLM Persistent Memory & Python Tooling Elevate AI Agent Workflows

#ai #rag #automation

3 min read

soy

May 16

CUDA Cutile-rs Beta, AMD FSR 4.1 Release, & Forza Horizon 6 GPU Benchmarks

#gpu #nvidia #hardware

3 min read

soy

May 16

Claude Code Persistent Memory, Multi-Agent AI Architectures, & Model Quirks

#ai #machinelearning #cloud

4 min read

soy

May 16

llama.cpp MTP Boost, New Gemma-4 GGUF, & Qwen 3.6 Local Benchmarks

#ai #llm #selfhosted

3 min read

soy

May 15

Microsoft Exchange Zero-Day, Linux Kernel LPE, and an Open-Source Docker Scanner

#security #cybersecurity #vulnerability

3 min read

soy

May 15

Reel VCR for LLM APIs, AI-Generated PySpark & MacOS AI Agent Demo

#ai #rag #automation

3 min read

soy

May 15

PostgreSQL JSON Ext., Vector Search, & SQLite Window Func Overflow

#database #sql #sqlite

3 min read

soy

May 15

Custom CUDA Kernels, Modded RTX 4090 48GB VRAM, & DLSS DLL Manager

#gpu #nvidia #hardware

3 min read

soy

May 15

Claude Limits Reset, Orthrus Boosts LLM Gen, Claude Mythos Cracks macOS

#ai #machinelearning #cloud

4 min read

soy

May 15

Local AI Roundup: Qwen3-8B Acceleration, Offline Gemma Robot, & Intern-S2 Multimodal

#ai #llm #selfhosted

3 min read

soy

May 14

NGINX Heap Overflow (CVE-2026-42945), BitLocker Zero-Day, & Chrome Extension Supply Chain Attack

#security #cybersecurity #vulnerability

3 min read

soy

May 14

LLM Engineering: Architecting Agentic RAG and Conversational BI

#ai #rag #automation

3 min read

soy

May 14

PostgreSQL Benchmarking Tool & SQLite Internals: API Error Handling, Join Optimization

#database #sql #sqlite

3 min read

soy

May 14

RTX 5090, LLaMA.cpp TurboQuant, & Blackwell CUDA Scheduling Boosts GPU Performance

#gpu #nvidia #hardware

3 min read

1 Week Community Wellness Streak

Writing Debut

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