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 18

Windows Zero-Days, Recall Bypasses, RDP Exfiltration: Key Security Threats

#security #cybersecurity #vulnerability

4 min read

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soy

Apr 18

Open-Source ML Platforms, LLM Workflow Reliability, and AI Bot Deployment

#ai #rag #automation

3 min read

soy

Apr 18

PostgreSQL Vector Search & TimescaleDB Performance, SQLite Extension Build Fixes

#database #sql #sqlite

3 min read

soy

Apr 18

NVIDIA Path Tracing, AMD RDNA 4m Drivers, & GPU MoE Offloading Benchmarks

#gpu #nvidia #hardware

3 min read

soy

Apr 18

Claude/Gemini Benchmarks, Claude Code Dev Tooling, and Gemma 4 on-device with LiteRT

#ai #machinelearning #cloud

3 min read

soy

Apr 18

Qwen 3.6 Ollama Release, Consumer GPU Benchmarks, GGUF Quantization Fixes

#ai #llm #selfhosted

4 min read

soy

Apr 17

Windows Defender Zero-Days & Anthropic AI Protocol Flaw Disclosed

#security #cybersecurity #vulnerability

4 min read

soy

Apr 17

AI-Powered Crypto Dashboard, Jupyter/AI Workflows, Claude Design Launch

#ai #rag #automation

4 min read

soy

Apr 17

DuckDB Extensions in C#, Production DuckLake, & pgvector Performance Insights

#database #sql #sqlite

3 min read

soy

Apr 17

Qwen3.6 GGUF, RTX 4080 Cooling & Pragmata GPU Benchmarks Drive Performance

#gpu #nvidia #hardware

3 min read

soy

Apr 17

Claude Design, Opus 4.7 Regression, GPT-5.3 & KIMI K2 Benchmarks

#ai #machinelearning #cloud

3 min read

soy

Apr 17

Qwen3.6 GGUF Benchmarks, Ternary Bonsai 1.58-bit Models, & Ollama Code Explainer Tool

#ai #llm #selfhosted

3 min read

soy

Apr 16

HAProxy HTTP/3 Desync, Prompt Injection Dataset, & Entra ID Hardening

#security #cybersecurity #vulnerability

3 min read

soy

Apr 16

Claude Workflows & Opus 4.7 Drive AI Code Generation; Python Observability Boosts Deployment

#ai #rag #automation

4 min read

soy

Apr 16

SQLite Cross-DB FKs, SQL-First Postgres, & N+1 Query Fingerprinting

#database #sql #sqlite

4 min read

soy

Apr 16

NVIDIA DLSS 4 & RTX VSR Updates, CUDA Shared Memory Optimization Challenges

#gpu #nvidia #hardware

3 min read

soy

Apr 16

Claude Opus 4.7 Debuts, Qwen 3.6-35B Open-Source, & Claude Code Workflow

#ai #machinelearning #cloud

3 min read

soy

Apr 16

Qwen3.6 MoE, WritHer Offline AI, & llama.cpp Benchmarks Lead Local AI News

#ai #llm #selfhosted

3 min read

soy

Apr 15

SharePoint Zero-Day, Linux RCE Bypass, & Advanced Kerberoasting Detection

#security #cybersecurity #vulnerability

3 min read

soy

Apr 15

Claude Code Plugins for Design Systems & Agent Orchestration for Real Workflows

#ai #rag #automation

3 min read

soy

Apr 15

PostgreSQL Ecosystem Expands with ULAK Extension & Open-Source Xata; SQLite Vector Search Advances

#database #sql #sqlite

3 min read

soy

Apr 15

NVIDIA 50-Series GDDR7 Rumors, Mesa 26.1 AMD APU Drivers, WebGPU 1-bit LLMs

#gpu #nvidia #hardware

4 min read

soy

Apr 15

Local Inference Breakthrough: 1-bit Bonsai WebGPU, Ollama Multi-Agent & Gemma4 26B

#ai #llm #selfhosted

3 min read

soy

Apr 14

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

#python #finance #sqlite #fire

6 min read

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

1 Week Community Wellness Streak

Writing Debut

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