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 14

[01] Building a Personal ALM System — Your Life as a Database Schema

#python #finance #sqlite #fire

6 min read

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soy

Apr 14

Claude Code Unleashes AI Workflow Routines & Autoresesearch Agents for Production

#ai #rag #automation

3 min read

soy

Apr 14

DuckDB 1.5.2, SQLite JSON Join Speedup, & Postgres NOTIFY Debugger

#database #sql #sqlite

3 min read

soy

Apr 14

LLM Auto-Tunes llama.cpp, SASS Latency Analysis, DLSS Frame Gen for RTX 40

#gpu #nvidia #hardware

3 min read

soy

Apr 14

Anthropic Preps Opus 4.7, Claude Code Gains Routines & Autoresearch Plugin

#ai #machinelearning #cloud

3 min read

soy

Apr 14

Boosting llama.cpp with Auto-Tuning, Qwen Quantization Benchmarks, & Mobile Ollama AI Servers

#ai #llm #selfhosted

3 min read

soy

Apr 13

Coinbase AI Agent Prompt Injection, Dolibarr RCE, & WordPress Supply Chain Backdoors

#security #cybersecurity #vulnerability

3 min read

soy

Apr 13

LLM Prompting, AI-Generated Code Discussions & Python Workflow Automation

#ai #rag #automation

3 min read

soy

Apr 13

DuckDB Lake, dbt Custom Materializations, & PostgreSQL Partitioning Strategies

#database #sql #sqlite

3 min read

soy

Apr 13

CUDA-Accelerated EEG, AMD RX 9070 XT Power Melts, & Strix Halo LPDDR5X Specs

#gpu #nvidia #hardware

3 min read

soy

Apr 13

Claude API Cache TTL & Model Switching, TurboOCR for High-Speed AI

#ai #machinelearning #cloud

3 min read

soy

Apr 13

Llama4 108B Local Inference, MiniMax M2.7 GGUF Alert, & Ollama Security Scanner

#ai #llm #selfhosted

3 min read

soy

Apr 12

Actively Exploited Adobe CVE, Supply Chain Malware, & Self-hosted Certs

#security #cybersecurity #vulnerability

3 min read

soy

Apr 12

LLM Agent Workflows: Local AI Support, Prompt Tooling, & Claude Code API Costs

#ai #rag #automation

4 min read

soy

Apr 12

PostgreSQL Credential Rotation, pgvector HALFVEC, & SQLite Type Affinity

#database #sql #sqlite

3 min read

soy

Apr 12

Claude Code API Token & Reliability Issues, New Multi-Agent Framework

#ai #machinelearning #cloud

3 min read

soy

Apr 12

llama.cpp Adds Gemma 4 Audio, Speculative Decoding & Ollama Agent Boost Local AI

#ai #llm #selfhosted

3 min read

soy

Apr 11

AI & Supply Chain Security: Prompt Injection Suite, Nginx CVE, & Rockstar Breach

#security #cybersecurity #vulnerability

3 min read

soy

Apr 11

Applied AI with Python: Firecrawl RAG, Decentralized Models & Streamlit Workflows

#ai #rag #automation

3 min read

soy

Apr 11

PostgreSQL EXPLAIN ANALYZE Viewer, Checkpoints & SQLite JSON Parsing

#database #sql #sqlite

3 min read

soy

Apr 11

RTX 5090 cuBLAS Bug, Neural Texture Compression, Multi-GPU vLLM Inference

#gpu #nvidia #hardware

3 min read

soy

Apr 11

Claude API Fallback, Code Performance Drop, & n8n Integrations

#ai #machinelearning #cloud

3 min read

soy

Apr 11

Local Inference Accelerated: DFlash MLX, vLLM Qwen, Ollama Consumer Guides

#ai #llm #selfhosted

3 min read

soy

Apr 10

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

#security #cybersecurity #vulnerability

4 min read

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

1 Week Community Wellness Streak

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