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

Jul 6

.git/config Crawler, Fable 5 Stealth Attacks, & Clojure Key Validation

#security #cybersecurity #vulnerability

4 min read

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soy

Jul 6

AI Agents Address Hallucinations; New Tools for Code Gen & Enterprise Auth

#ai #rag #automation

3 min read

soy

Jul 6

DuckDB 1.5.3 & Quack Protocol; CloudNativePG 1.30 Roles & TLS

#database #sql #sqlite

3 min read

soy

Jul 6

Linux GPU Driver Updates: Intel Alchemist Vulkan Video, AMD RADV VRS, i915 RT Kernel

#gpu #nvidia #hardware

4 min read

soy

Jul 6

MCP Enterprise Auth for AI Models, AMD Ryzen AI Halo Dev Kit, & Gemini Real-time Performance

#ai #machinelearning #cloud

3 min read

soy

Jul 6

Self-Hosted AI Bookmarking, Prompt Leaks, and Terminal Agent Orchestration

#ai #llm #selfhosted

3 min read

soy

Jul 5

PyPI Supply Chain Alert, AI Model Tooling Vulnerabilities, & P2P VPN Debuts

#security #cybersecurity #vulnerability

3 min read

soy

Jul 5

Claude on Microsoft Foundry, AI Tutors, & Crypto Trading Automation

#ai #rag #automation

3 min read

soy

Jul 5

DuckDB Lance Vector Search, SQLite Benchmarking, & PostgreSQL VACUUM Internals

#database #sql #sqlite

3 min read

soy

Jul 5

NVIDIA BioNeMo Toolkit, Jetson in Lunar Orbit & AMD Linux 7.3 GPU Driver Updates

#gpu #nvidia #hardware

3 min read

soy

Jul 5

Claude Azure GA, Anthropic AI Workbench, Google NotebookLM Video Summaries

#ai #machinelearning #cloud

3 min read

soy

Jul 5

Local LLM Efficiency: Token Reduction, Unity Integration, and Open Model Taste-Skill

#ai #llm #selfhosted

3 min read

soy

Jul 4

AI Session Leakage, YouTube Data Breach, and Linux htop/top Security Monitoring

#security #cybersecurity #vulnerability

3 min read

soy

Jul 4

LangChain Agent Reliability & Advanced Memory Architectures for Production AI Workflows

#ai #rag #automation

3 min read

soy

Jul 4

SQLite Internals, Postgres 19 Checksums, & PL/CBMBASIC Extension

#database #sql #sqlite

3 min read

soy

Jul 4

Linux Kernel Enhances GPU Drivers: Faster DRM Job Submission, Intel Nova Lake S, GPU Reset Recovery

#gpu #nvidia #hardware

3 min read

soy

Jul 4

Claude Code Security, Leanstral 1.5, & Agentic AI Architecture Insights

#ai #machinelearning #cloud

4 min read

soy

Jul 4

Ollama-Powered Local AI Assistant, In-Page Agents, & Agent Deployment Reliability

#ai #llm #selfhosted

4 min read

soy

Jul 3

KDE Sandbox Escape, GitHub Supply Chain Compliance, and SQLite Bug Hunting with TLA+

#security #cybersecurity #vulnerability

3 min read

soy

Jul 3

Local LLM Deployment, Agent Handbook, & LLM Cost Reduction: Applied AI Workflows

#ai #rag #automation

3 min read

soy

Jul 3

DuckDB 1.4.5 LTS, PostgreSQL Ransomware Recovery, and RAG Server on pgEdge Cloud

#database #sql #sqlite

3 min read

soy

Jul 3

Vulkan MX Formats, Intel Nova Lake Drivers, & NVIDIA AI Inference Stack Optimizations

#gpu #nvidia #hardware

3 min read

soy

Jul 3

SOTA LLM Local Deployment, OpenAI Fine-tuning Platform, and Google A2UI Generative UI Standard

#ai #machinelearning #cloud

3 min read

soy

Jul 3

Mistral TTS, AI Agent Handbook & ML Systems Book for Local LLMs

#ai #llm #selfhosted

4 min read

soy

Jul 2

Linux LUKS Vulnerability, Android Developer Verification Threat, GitHub Secret Scanning Guide

#security #cybersecurity #vulnerability

3 min read

soy

Jul 2

Applied AI: Copilot's Kimi K2.7, AI Agent Workflow Barriers, Open-Source Life Planner

#ai #rag #automation

3 min read

soy

Jul 2

DuckDB 1.5.4, pg-healthcheck, SQLite Corruption: Ecosystem Updates

#database #sql #sqlite

3 min read

soy

Jul 2

Mesa Rusticl OpenCL, FFmpeg Vulkan Encoder, Intel ACE GCC Patches Boost GPU Compute

#gpu #nvidia #hardware

3 min read

soy

Jul 2

Cloud AI & Dev Updates: Kimi K2.7 Copilot, Claude Fable 5, Apple Private Cloud Compute

#ai #machinelearning #cloud

3 min read

soy

Jul 2

Hugging Face Hub Updates, Open Model Benchmarking, & Local AI Security Tool

#ai #llm #selfhosted

3 min read

soy

Jul 1

Apple Hide My Email Vulnerability, GitHub Hardening Guide, and Advisory Database Trends

#security #cybersecurity #vulnerability

3 min read

soy

Jul 1

Graph RAG, AI-Code Trust, & ZCode for Enhanced AI Workflows

#ai #rag #automation

3 min read

soy

Jul 1

pgcopydb v0.18 Boosts PostgreSQL Migrations, Temporal Data, SQLite Concurrency Deep Dive

#database #sql #sqlite

3 min read

soy

Jul 1

NVIDIA Blackwell Ultra in Azure, AMD GCN Driver Fixes, Asahi Linux M3 Progress

#gpu #nvidia #hardware

3 min read

soy

Jul 1

ZCode, Graph RAG, & Production AI Infrastructure for Cloud Developers

#ai #machinelearning #cloud

3 min read

soy

Jul 1

Gemma 4 Real-time Voice AI, Local AI OS, & OmniRoute's Compression for Efficient Inference

#ai #llm #selfhosted

3 min read

soy

Jun 28

OpenAI Codex Data Leakage, EU Chat Control, and KIDS Act Age Checks: New Security Concerns

#security #cybersecurity #vulnerability

4 min read

soy

Jun 28

AWS FinOps Agent, Agentis Lux for RAG, & Fixing Confident AI Coding Agents

#ai #rag #automation

3 min read

soy

Jun 28

DuckDB-Iceberg v1.5.3, PostgreSQL Hash Join Tuning, & Relational Algebra to SQL

#database #sql #sqlite

3 min read

soy

Jun 28

Linux Kernel 7.2/7.3 Boosts AMDGPU HDMI, Color; Vulkan Powers New Wayland Compositor

#gpu #nvidia #hardware

3 min read

soy

Jun 28

GPT-5.6 & Anthropic Mythos 5 Updates; Practical Claude Code for MRI Analysis

#ai #machinelearning #cloud

3 min read

soy

Jun 28

Local AI & Open Models: FluidVoice, 3D Foundation Models & CuPy GPU Acceleration

#ai #llm #selfhosted

3 min read

soy

Jun 27

Undisclosed 0-Days, OpenZL for Zero-Trust, and Reddit's Anti-Spam Architecture

#security #cybersecurity #vulnerability

3 min read

soy

Jun 27

LLM Agent Debugging, Resource Optimization, and SQL Integration for Applied AI

#ai #rag #automation

3 min read

soy

Jun 27

SQLite Concurrency, PostgreSQL Hash Aggregation Tuning, and Secure pgBackRest Backups

#database #sql #sqlite

3 min read

soy

Jun 27

Linux GPU Driver Patches: Intel HDR, Kernel Memory, Vulkan Display

#gpu #nvidia #hardware

3 min read

soy

Jun 27

DSpark LLM Inference, AI-Driven SDLC, & AWS Credential Automation Updates

#ai #machinelearning #cloud

4 min read

soy

Jun 27

Local AI on CPU, Token Prediction Insights, & Transformer Fine-Tuning Acceleration

#ai #llm #selfhosted

3 min read

soy

Jun 26

CVE-2026-LGTM Incident, AI Assistant Hacking, & MicroVM Sandboxes

#security #cybersecurity #vulnerability

3 min read

soy

Jun 26

Eve Framework for AI Agents, Dapr 1.18 Security, & AI Agents in Laravel

#ai #rag #automation

3 min read

soy

Jun 26

SQLite's LumoSQL 0.82 Release, Postgres 19 Graph Queries, & GUC Performance Tuning

#database #sql #sqlite

3 min read

soy

Jun 26

Linux 7.2 PCIe Fixes, NVIDIA GB10 CPU Benchmarks, Intel ANV Vulkan Driver

#gpu #nvidia #hardware

3 min read

soy

Jun 26

GPT-5.6 Sol Debuts, Vercel's Eve for AI Agents, Dapr 1.18 Adds Verifiable Execution

#ai #machinelearning #cloud

3 min read

soy

Jun 26

GPU Overclocking for Local LLMs, Document Transformation, & Lightweight Agentic Apps

#ai #llm #selfhosted

3 min read

soy

Jun 25

AI Content Detection, Zig Low-Level Hardening, & Sub-1nm Chip Security Focus

#security #cybersecurity #vulnerability

3 min read

soy

Jun 25

Enterprise AI Agents, RAG with Claude/ChatGPT, & Slack's Multi-Cloud AI Platform

#ai #rag #automation

3 min read

soy

Jun 25

LumoSQL 0.82 Release, SQLite Busy Snapshot Internals, PostgreSQL Query Optimization

#database #sql #sqlite

4 min read

soy

Jun 25

DXVK 3.0 Shader/Vulkan, AMD ONNX FFmpeg DNN, Linux 6.18 Pi GPU Updates

#gpu #nvidia #hardware

3 min read

soy

Jun 25

Cloud AI Dev: Figma AI Motion, Slack Multi-Cloud AI, FB Creator Studio App

#ai #machinelearning #cloud

3 min read

soy

Jun 25

vLLM Deployment, Jetson GPU Acceleration, Apple Silicon Containers for Local AI

#ai #llm #selfhosted

3 min read

1 Week Community Wellness Streak

Writing Debut

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