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

Apr 10

Critical CVEs, AI RCE, & Supply Chain Malware Hits HWMonitor

#security #cybersecurity #vulnerability

4 min read

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soy

Apr 10

Smriti: Hybrid Vector DB for AI Agents, Claude Code LSP Integration & Workflow Automation with LLMs

#ai #rag #automation

3 min read

soy

Apr 10

PostgreSQL O(delta) MV Refreshes, pg_lake for Data Lakes, & ADBC for Columnar Data

#database #sql #sqlite

3 min read

soy

Apr 10

CUDA SGEMM Bug on RTX 5090, Kernel-Fusing for SGEMV, & Radeon RX 9070 XT Price Surge

#gpu #nvidia #hardware

4 min read

soy

Apr 10

Claude AI Expands Enterprise Features, Developer Tools & CLI Automation

#ai #machinelearning #cloud

3 min read

soy

Apr 10

Gemma4 Tool Calling Fixes in llama.cpp, RTX cuBLAS MatMul Bug, & Local Ollama + Whisper UI

#ai #llm #selfhosted

3 min read

soy

Apr 9

CUPS RCE-to-Root, AI Sandbox Escape, & LittleSnitch for Linux

#security #cybersecurity #vulnerability

3 min read

soy

Apr 9

AI Agents: Cost-Optimized Orchestration & Robust Text-to-SQL with Python

#ai #rag #automation

4 min read

soy

Apr 9

SQLite Join Benchmarks, PostgreSQL for AI Graphs with pgvector, & pGenie for SQL Validation

#database #sql #sqlite

3 min read

soy

Apr 9

LLM GPU Breakthroughs: RT Cores, Llama.cpp Parallelism, AMD Optimizations

#gpu #nvidia #hardware

3 min read

soy

Apr 9

Cloud AI & Dev: Gemini 3D, Claude Agent Patterns, Embedding Compression

#ai #machinelearning #cloud

4 min read

soy

Apr 9

Llama.cpp Tensor Parallelism, Gemma 4 Stability, & OmniVoice Local TTS

#ai #llm #selfhosted

3 min read

soy

Apr 8

LLM Code Vulnerabilities, GRU Router Exploits & `dnsight` CLI DNS Auditor

#security #cybersecurity #vulnerability

3 min read

soy

Apr 8

Anthropic Launches Managed Agents, Optimize LLM Context, Python Memory Needed

#ai #rag #automation

3 min read

soy

Apr 8

SQLite Internals, PostgreSQL Extensions & Performance Tuning Updates

#database #sql #sqlite

3 min read

soy

Apr 8

New AMD RX 9000 GPUs, DLSS/FSR Mod, & Deep Dive into CUDA LLVM Bitcode

#gpu #nvidia #hardware

3 min read

soy

Apr 8

Anthropic Launches Managed Agents; Claude Opus 4.6 Reasoning Fluctuation, and Code Resurrections

#ai #machinelearning #cloud

4 min read

soy

Apr 8

Gemma 4 GGUFs, CLI Coding Agent, & Pi 5 Ollama Benchmarks Lead Local AI

#ai #llm #selfhosted

3 min read

soy

Apr 8

Nissan PSR Simulation

#javascript #finance #simulation #fire

9 min read

soy

Apr 8

Why I’m Engineering My FIRE with Python — A Manifesto

#python #finance #career #beginners

5 min read

soy

Apr 8

Why I’m Engineering My FIRE with Python — A Manifesto

#python #finance #career #beginners

6 min read

soy

Apr 6

Cloud Supply Chain & AWS CodeBuild PrivEsc Exposed; GDDR6 Rowhammer to Root Shell

#security #cybersecurity #vulnerability

3 min read

soy

Apr 6

Claude Code Powers AI Workflows: Ultraplan for Agent Orchestration & App Store Automation

#ai #rag #automation

3 min read

soy

Apr 6

SQLite Internals: Memory Leak, Security Vuln; PostgREST Goes Edge

#database #sql #sqlite

3 min read

soy

Apr 6

CUDA Memory Hierarchy, Tile Programming, & DLSS 310.6 Driver Enhancements

#gpu #nvidia #hardware

3 min read

soy

Apr 6

Claude Code Enhances Dev Workflows, Open-Source AI Outperforms Sonnet on Benchmarks

#ai #machinelearning #cloud

3 min read

soy

Apr 6

Gemma 4 Benchmarks, iMac G3 Local LLM, and Ollama Android Client for On-Device Inference

#ai #llm #selfhosted

3 min read

soy

Apr 5

Zero-Days, Supply Chain & AI Self-Jailbreaks: Top Security Threats

#security #cybersecurity #vulnerability

3 min read

soy

Apr 5

AI Agent Autonomy, Audio Transcription Models, & LLM Token Optimization

#ai #rag #automation

3 min read

soy

Apr 5

PostgreSQL Performance in the Spotlight: Linux 7.0 Impact, Benchmarking & Vacuum Tuning

#database #sql #sqlite

3 min read

soy

Apr 5

Hopper/Blackwell Tensor Core Optimization, llama.cpp VRAM Fix & 4W NPU Inference

#gpu #nvidia #hardware

3 min read

soy

Apr 5

Claude Ultraplan & API Access Changes for Developers; Cadenza Boosts AI Agent Research

#ai #machinelearning #cloud

4 min read

soy

Apr 5

Gemma 4 Local Inference: Ollama Benchmarks, llama.cpp KV Cache Fix, NPU Deployments

#ai #llm #selfhosted

2 min read

soy

Apr 4

Self-Hosting Docker Mastery, Rust/WASM Browser Engines, & Gesture-Controlled Web

#webdev #devops #cloud

4 min read

soy

Apr 4

PostgreSQL Performance Crisis, Cloud-Native DB Deployments, & Collation Deep Dive

#database #sql #dataengineering

4 min read

soy

Apr 4

Agent Frameworks & Local VLM Tuning: Boosting Dev Productivity

#devtools #programming #ai

4 min read

soy

Apr 4

GPU Power Tools & CUDA Deep Dives for Local LLM Builders

#gpu #nvidia #hardware

3 min read

soy

Apr 4

Gemma 4 & LLM Ops: Fine-Tuning, Local Inference, and VRAM Management

#ai #machinelearning #llm

3 min read

soy

Mar 28

Self-Host Like a Pro: From Security Tools to 100x Faster AI Agent Sandboxing

#webdev #devops #cloud

3 min read

soy

Mar 28

SQLite, Go/Postgres, & Petabytes: Database Patterns for Builders

#database #sql #dataengineering

4 min read

soy

Mar 28

Local LLMs & Agents: Build Real-time Deepfakes, Agent Frameworks & AI Scientists

#devtools #programming #ai

3 min read

soy

Mar 28

Boost Local LLMs: TurboQuant KV Cache, Fast Cold Starts, & Rust GPU Dev

#gpu #ai #performance

4 min read

soy

Mar 28

Local LLM Efficiency & Security: TurboQuant Innovations and Supply Chain Alerts

#ai #machinelearning #llm

3 min read

soy

Mar 27

Self-Host Strong, AI Agents Fast, & Master Your JSON Tools

#webdev #devops #cloud

3 min read

soy

Mar 27

Building High-Performance Data Stacks: Vector Search, SQLite Ops, & Open-Source Monitoring

#database #sql #dataengineering

4 min read

soy

Mar 27

Local AI Agents, Voice Models & Self-Hosted Research Tools

#devtools #programming #ai

4 min read

soy

Mar 27

Local LLM Power-Ups: Voxtral TTS, TurboQuant, & Sub-Second Cold Starts

#gpu #ai #performance

3 min read

soy

Mar 27

GPU-Accelerated LLMs: Serving at 1M Tok/s, Voxtral TTS, & 4-bit Weight Quantization

#ai #machinelearning #llm

3 min read

soy

Mar 26

DIY Compute: Tesla Hacking, RAG Systems, and Blazing Fast AI Agents

#webdev #devops #cloud

4 min read

soy

Mar 26

Building & Monitoring Data Backends: Tools, Architecture, and Observability

#database #sql #dataengineering

4 min read

soy

Mar 26

Cutting-Edge AI Agents: Building Multi-Agent Workflows Locally

#devtools #programming #ai

3 min read

soy

Mar 26

Local LLM Unleashed: Faster Inference, Instant Starts, & Open TTS

#gpu #ai #performance

4 min read

soy

Mar 26

Local LLM Acceleration: Quantization, TTS, and 1M Tokens/Sec

#ai #machinelearning #llm

4 min read

soy

Mar 26

vLLM On-Demand Gateway: Zero-VRAM Standby for Local LLMs on Consumer GPUs

#vllm #llm #gpu #python

4 min read

soy

Mar 26

Databases Are the New AI Moat: Why DB-First Architecture Changes Everything

#database #ai #architecture #sqlite

5 min read

soy

Mar 25

Local LLM Apps, Persistent Certs & K8s Storage Mastery

#webdev #devops #cloud

4 min read

soy

Mar 25

DIY Data Stacks: Building, Optimizing, and Self-Hosting Your Data Infrastructure

#database #sql #dataengineering

3 min read

soy

Mar 25

Next-Gen LLM Dev: APIs, Agents, and Accessible Local Inference

#devtools #programming #ai

4 min read

soy

Mar 25

New Arc GPUs, Supply Chain Security, and Deep CUDA Optimization

#gpu #ai #performance

3 min read

soy

Mar 25

Local LLMs & Edge AI: Hardware Boost, Security Fixes, and Extreme Compression

#ai #machinelearning #llm

4 min read

1 Week Community Wellness Streak

Writing Debut

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