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 q07025a@gmail.com https://media.patentllm.org/

soy

May 26

Zero-Day Exploits, GitHub Actions Supply Chain Attacks, and OTP Auth Flaws

#security #cybersecurity #vulnerability

3 min read

Want to connect with soy?

Create an account to connect with soy. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

soy

May 26

AI Agents, Jupyter Tooling, and LLM Code Gen Production Metrics

#ai #rag #automation

3 min read

soy

May 26

SQLite Internals, PostgreSQL Performance & Multi-Tenancy Patterns

#database #sql #sqlite

3 min read

soy

May 26

FlashAttention CUDA Kernel, Strix Halo MOE Boost, & NVIDIA DLSS 4.5 Driver Update

#gpu #nvidia #hardware

3 min read

soy

May 26

Claude Code Access & Optimization Strategies; New LLM Response Vault for Developers

#ai #machinelearning #cloud

3 min read

soy

May 26

Ollama v0.30.0, Qwen3.5 35B, & 1-bit Multimodal AI on WebGPU

#ai #llm #selfhosted

3 min read

soy

May 25

Nginx CVE-2026-9256, AI Prompt Injection Defenses, and Claude AI Data Leak Demo

#security #cybersecurity #vulnerability

4 min read

soy

May 25

Scaling RAG for 10M+ Docs, .md Agent Memory, & Claude Code for Motion Graphics

#ai #rag #automation

3 min read

soy

May 25

DuckDB Delta, PostgreSQL 17 Migration, & SQLite Optimization Deep Dives

#database #sql #sqlite

3 min read

soy

May 25

PatentLLM: CUDA TileLang/Triton B200 5x Speedup, RTX 5090 Power, PTX Grammar

#gpu #nvidia #hardware

3 min read

soy

May 25

Claude Code Deep Dive: Motion Graphics, Dev Tooling & Trending AI Repos

#ai #machinelearning #cloud

3 min read

soy

May 25

llama.cpp Checkpoint Fix, NuExtract3 VLM, & Qwen3.6 Local Inference Benchmarks

#ai #llm #selfhosted

3 min read

soy

May 24

AI Prompt Injection, Drupal SQLi Exploitation, and Nmap for Hardening

#security #cybersecurity #vulnerability

3 min read

soy

May 24

AI Agents & Python Workflows: Anthropic Skills, Jupyter Challenges, and Edge Deployment

#ai #rag #automation

3 min read

soy

May 24

SQLite Optimization, PostgreSQL Async Queries, & DuckLake Dataframe Spec

#database #sql #sqlite

3 min read

soy

May 24

RTX 5080 Undervolt Benchmarks, CGO-Free CUDA API Binding, & AMD GPU Compatibility Fix

#gpu #nvidia #hardware

3 min read

soy

May 24

Claude API Skills, Opus Token Benchmarks, & Multimodal LLM Document QA

#ai #machinelearning #cloud

3 min read

soy

May 24

llama.cpp Native Tools, Qwen GGUF Models, and Local Multimodal Audio Tools

#ai #llm #selfhosted

3 min read

soy

May 23

Megalodon GitHub Supply Chain, Anthropic's Mythos AI for Vulns, & NoEyes Security Map

#security #cybersecurity #vulnerability

2 min read

soy

May 23

Local LLM for Claude Code, AI Workflow Orchestration, and MLOps Deployment Patterns

#ai #rag #automation

3 min read

soy

May 23

DuckDB 1.5.2 Release, DuckLake v1.0 & PostgRESTxn for Atomic PG Transactions

#database #sql #sqlite

4 min read

soy

May 23

AMD GPU/AI Launches, Legacy Driver Update & CUDA Optimization Platform

#gpu #nvidia #hardware

3 min read

soy

May 23

Claude Code Deep Dive: Local LLM Integration & Developer Workflow

#ai #machinelearning #cloud

3 min read

soy

May 23

Gemma4 Apex GGUF, Ollama Context Optimization, & Llama3 Benchmarks

#ai #llm #selfhosted

3 min read

soy

May 22

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

#security #cybersecurity #vulnerability

4 min read

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

1 Week Community Wellness Streak

Writing Debut

Want to connect with soy?