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 15

Windows GDID, IoT Hardening, and C String Vulnerabilities

#security #cybersecurity #vulnerability

3 min read

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soy

Jul 15

Browser-based LLM Agents, Stripe Benchmarks, & Postgres for Agent Orchestration

#ai #rag #automation

3 min read

soy

Jul 15

SQLite Hctree, Mobile Editor & PostgreSQL NOTIFY Risks

#database #sql #sqlite

3 min read

soy

Jul 15

OpenCL 3.1 on Apple Silicon, Mesa 26.2-rc1, AMD AI Local Server Updates

#gpu #nvidia #hardware

4 min read

soy

Jul 15

AWS Claude Apps Gateway, GCP Workbench VS Code, & AI Agent Benchmarks

#ai #machinelearning #cloud

3 min read

soy

Jul 15

Browser LLM Agents, Rust Engine for Apple Silicon, & Local AI Code Interpreter

#ai #llm #selfhosted

3 min read

soy

Jul 14

AI Prompt Hardening, FSF Botnet Defense, and Decentralized Identity Security

#security #cybersecurity #vulnerability

3 min read

soy

Jul 14

Genkit Agents API, ORA, Python AI Explainer: New Tools for Workflow Automation

#ai #rag #automation

3 min read

soy

Jul 14

SQLite Internals: lcd-ex vs hctree; PostgreSQL 19 SQL/PGQ Rewrites & pg_timetable Migration

#database #sql #sqlite

3 min read

soy

Jul 14

Open-Source GlandaGPU Linux Driver, Intel Vulkan H.265 & IGC 2.38.2 Updates

#gpu #nvidia #hardware

3 min read

soy

Jul 14

Cloud AI & Developer Services Weekly: Claude Prompting, Google Genkit Agents API & Agentic Spec

#ai #machinelearning #cloud

3 min read

soy

Jul 14

ORA Orchestrates Local AI Agents, Command Guard Ensures Safety

#ai #llm #selfhosted

3 min read

soy

Jul 13

Rust Supply Chain Hardening, AI Code Security, & Surveillance Tech De-Risking

#security #cybersecurity #vulnerability

3 min read

soy

Jul 13

DoorDash RAG Architecture, AI Agent Mesh, & Open-Source Supply-Chain Scanner

#ai #rag #automation

3 min read

soy

Jul 13

DuckDB Iceberg MERGE, PostgreSQL GUCs, SQLite Optimization Checklist

#database #sql #sqlite

3 min read

soy

Jul 13

NVIDIA Driver Progress on FreeBSD, RPi 5 IOMMU & NVIDIA Vera CPU for AI

#gpu #nvidia #hardware

4 min read

soy

Jul 13

Apple SpeechAnalyzer Benchmarks, LLM API Pricing Reality, & Hybrid AI Assistant Architecture

#ai #machinelearning #cloud

3 min read

soy

Jul 13

Self-Hosted AI Companion & Open-Source Model API Insights

#ai #llm #selfhosted

3 min read

soy

Jul 12

Grok CLI data exfiltration, Anubis defense efficacy, and the 'reaction' daemon for anomaly detection

#security #cybersecurity #vulnerability

3 min read

soy

Jul 12

AI Agents for App Dev, WordPress AI Core, & NL-Driven Browser CAD

#ai #rag #automation

4 min read

soy

Jul 12

PostgreSQL Performance Tuning, Query Plan Testing, & UUID Aggregates

#database #sql #sqlite

3 min read

soy

Jul 12

Linux Kernel Dreamcast GPU Fixes, NVIDIA Nemotron 3 Ultra Benchmarks, AI Compute Scaling

#gpu #nvidia #hardware

4 min read

soy

Jul 12

Claude Code token costs exposed, Grok CLI data analyzed, WordPress 7.0 AI core

#ai #machinelearning #cloud

3 min read

soy

Jul 12

Self-Hosted LLM Apps, Offline AI Systems, and Local Automation Foundations

#ai #llm #selfhosted

3 min read

soy

Jul 11

Insider Threat at OpenAI, SQLite Hardening, & Web Scraper Defenses

#security #cybersecurity #vulnerability

3 min read

soy

Jul 11

AI Agents & Workflows: Local Deployment, Label Orchestration, Cloud Enablement

#ai #rag #automation

3 min read

soy

Jul 11

SQLite Puzzler, DuckCon #7 Program, and PostgreSQL `enable_seqscan` Deep Dive

#database #sql #sqlite

3 min read

soy

Jul 11

Linux 7.2 Improves Multi-GPU Displays, M3 Support, Mesa Rusticl Defaults Arm Mali

#gpu #nvidia #hardware

3 min read

soy

Jul 11

Datadog Adopts Claude & Cursor; Cloudflare Boosts AI Worker Deployment; GPU Chaos Engineering Insights

#ai #machinelearning #cloud

3 min read

soy

Jul 11

Dockerized AI Agents, NVIDIA GPU Setup & LeRobot for Local Models

#ai #llm #selfhosted

3 min read

soy

Jul 10

QuadRF for RF Security, Cpp2Rust Safe Migration, & Hardening Copilot Code Review

#security #cybersecurity #vulnerability

3 min read

soy

Jul 10

AI Agents: Memory Layers, Test Automation, and Workflow Orchestration

#ai #rag #automation

3 min read

soy

Jul 10

SQLite Benchmarking, PostgreSQL Partition Joins, and Aggregate Query Patterns

#database #sql #sqlite

3 min read

soy

Jul 10

Intel vLLM, NVIDIA Gaming Benchmarks & AMD Linux GPU Pipe Enablement

#gpu #nvidia #hardware

4 min read

soy

Jul 10

GPT-5.6 Advancements, Copilot CLI Redesign, and AI-Powered Developer Tools

#ai #machinelearning #cloud

3 min read

soy

Jul 10

Optimizing Local LLM Attention, Agent Skills for Self-Hosted Dev

#ai #llm #selfhosted

3 min read

soy

Jul 9

GitHub's Durable Repo Ownership, EU Chat Control 1.0, and Rust-Hardened Postgres

#security #cybersecurity #vulnerability

4 min read

soy

Jul 9

Chrome AI APIs, Local AI Orchestration, & In-Database LLM Inference

#ai #rag #automation

4 min read

soy

Jul 9

DuckDB Delta Writes & Time Travel, PG Partition Pruning, SQLite Benchmarking RFC

#database #sql #sqlite

3 min read

soy

Jul 9

RTX 5080 Surfaces, Linux Kernel Patches Boost Apple M4 & PCIe Stability

#gpu #nvidia #hardware

3 min read

soy

Jul 9

OpenAI GPT-5.6 & ChatGPT Work; Meta Muse Spark 1.1 API; Google AlloyDB AI Local Inference

#ai #machinelearning #cloud

4 min read

soy

Jul 9

Chrome's On-Device AI, Local Orchestration, & Open-Source Office CLI for AI Agents

#ai #llm #selfhosted

3 min read

soy

Jul 8

OpenBSD Privilege Escalation, GitHub AI Agent Leaks, & CDN Supply Chain Risks

#security #cybersecurity #vulnerability

3 min read

soy

Jul 8

Multi-Agent AI for Software Engineering, Security & Reliable Automation

#ai #rag #automation

3 min read

soy

Jul 8

SQLite Benchmarking RFC, DuckLake Spec, and Honest Database Benchmarking

#database #sql #sqlite

3 min read

soy

Jul 8

Proton 11.0-1, Linux 7.3 Syscall, & CPU Memory Benchmarks Boost Hardware Performance

#gpu #nvidia #hardware

4 min read

soy

Jul 8

OpenAI GPT-Live Voice, Open-Source Chatto, & GitHub AI Agent Security

#ai #machinelearning #cloud

3 min read

soy

Jul 8

vLLM Performance Boost, Local AI Agent Memory & Open Data Strategies

#ai #llm #selfhosted

3 min read

soy

Jul 7

Supply Chain Publishing Risks & EU Chat Control Surveillance Updates

#security #cybersecurity #vulnerability

3 min read

soy

Jul 7

AWS AI Agent for DevOps, HubSpot Semantic Search Scaling, & NVIDIA AI Platform Reliability

#ai #rag #automation

3 min read

soy

Jul 7

SQLite Vector Search, DuckDB 1.5.2, & Secure PostgreSQL DR with pgBackRest

#database #sql #sqlite

3 min read

soy

Jul 7

Linux GPU Driver Patches, NVIDIA Driver Release & Rosa CPU Roadmap

#gpu #nvidia #hardware

4 min read

soy

Jul 7

Claude Cowork Expands, AWS AI DevOps Agent, HubSpot Scales Semantic Search

#ai #machinelearning #cloud

3 min read

soy

Jul 7

Self-Hosted AI Agent Sandbox, Docker PaaS, and Open-Source Backend Deployment

#ai #llm #selfhosted

3 min read

soy

Jul 6

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

#security #cybersecurity #vulnerability

4 min read

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

1 Week Community Wellness Streak

Writing Debut

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