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

Jun 24

SSH Tunnels Hardening Guide, NSA AI Tool Access Loss, Open Source AI Policy

#security #cybersecurity #vulnerability

3 min read

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soy

Jun 24

RAG vs Agents, DSPy Reliability, and Google OpenRL for LLM Fine-tuning

#ai #rag #automation

3 min read

soy

Jun 24

DuckDB Delta Lake Integration, SQLite Concurrency, and pg_clickhouse for Postgres 19

#database #sql #sqlite

3 min read

soy

Jun 24

Linux 7.2 MGLRU Boosts Throughput, AMDGPU Adds Gamma Curves; NVIDIA Dominates TOP500

#gpu #nvidia #hardware

3 min read

soy

Jun 24

Google OpenRL for LLM Fine-tuning, RubyLLM Multi-AI API, OpenAI's Jalapeño Chip Revealed

#ai #machinelearning #cloud

3 min read

soy

Jun 24

DSPy Reliability, RAG/Agentic AI Patterns, & Parallel Agent Orchestration

#ai #llm #selfhosted

3 min read

soy

Jun 23

Vulnerability Management Evolution, Bot Defenses, and AI Privacy Risks

#security #cybersecurity #vulnerability

3 min read

soy

Jun 23

AI Agent Orchestration: AWS Blocks, LLM Drift Detection, and Production AI Assistants

#ai #rag #automation

3 min read

soy

Jun 23

DuckDB DuckLake Spec, SQLite Busy Recovery, & PostgreSQL Backup Innovations

#database #sql #sqlite

3 min read

soy

Jun 23

GPU Hardware, Drivers, and Cooling Innovations for HPC & AI

#gpu #nvidia #hardware

3 min read

soy

Jun 23

AWS Blocks for AI Agents, Claude API Error Rate, & Unlimited OCR Tool

#ai #machinelearning #cloud

3 min read

soy

Jun 23

Local AI Triage, Nous Hermes Agents, & Transformers.js Storage for Browser Models

#ai #llm #selfhosted

3 min read

soy

Jun 22

Securing AI: Codex Operational Bugs, Claude Output Integrity, Copilot Context

#security #cybersecurity #vulnerability

3 min read

soy

Jun 22

Moebius AI Inpainting, Model Poisoning Defenses, & GLM vs Opus Benchmarks

#ai #rag #automation

3 min read

soy

Jun 22

DuckDB 1.5.2, PostgreSQL Internal Stats, and SQLite Virtual Table xUpdate Deep Dive

#database #sql #sqlite

3 min read

soy

Jun 22

GPU Drivers & CUDA: Valve's Ray-Tracing Inspector, ROCm WSL, and NVIDIA AI Software Boost

#gpu #nvidia #hardware

3 min read

soy

Jun 22

Claude Code 'Extended Thinking', OpenAI Codex Bug, & GLM 5.2 vs. Opus Benchmarks

#ai #machinelearning #cloud

4 min read

soy

Jun 22

Hugging Face Unveils New Multimodal Models & AI Agent Coding Template

#ai #llm #selfhosted

3 min read

soy

Jun 21

iOS Privacy Auditing, Web CORS Hardening, and LLM Artwork Poisoning Defenses

#security #cybersecurity #vulnerability

3 min read

soy

Jun 21

AI Agent Orchestration: Mastra Framework, Bifrost Edge MCP & Real-time Copilots

#ai #rag #automation

3 min read

soy

Jun 21

DuckDB Client-Server Protocol, v1.5.3 Release, and pg_timetable Migration

#database #sql #sqlite

3 min read

soy

Jun 21

Linux 7.2 Preps for NVIDIA Blackwell-Next; Mesa 26.2 Boosts Vulkan Present Timing

#gpu #nvidia #hardware

3 min read

soy

Jun 21

Claude Benchmarks, Identity Verification, and AI Training Data Transparency

#ai #machinelearning #cloud

3 min read

soy

Jun 21

Open-Source LLM Agents & Local AI Copilots: DeerFlow, Stock Analysis, Desktop Inference

#ai #llm #selfhosted

3 min read

soy

Jun 20

AI Agent Authentication & Covert Data Channels: Securing the New Attack Surface

#security #cybersecurity #vulnerability

3 min read

soy

Jun 20

On-Device GenAI with Apple Core AI, Securing LLM Agents, & Mobile RPA

#ai #rag #automation

4 min read

soy

Jun 20

DuckDB Embraces Lakehouse Vector Search; SQLite Deep Dives into xUpdate & VFS Builds

#database #sql #sqlite

3 min read

soy

Jun 20

Linux 7.2 Gets AMD ACP Driver; NVIDIA Debuts XR AI Framework & GeForce NOW Sync

#gpu #nvidia #hardware

4 min read

soy

Jun 20

Claude Fable 5 Data Sharing on Bedrock, Apple Core AI, & CircleCI for AI Workflows

#ai #machinelearning #cloud

3 min read

soy

Jun 20

Open-source AI Tools: Voicebox, OpenMontage, & Codebase-memory-mcp for Local LLM Dev

#ai #llm #selfhosted

3 min read

soy

Jun 19

Zero-Touch OAuth Hardening, GitHub Availability, & Chip-Level OS Security Insights

#security #cybersecurity #vulnerability

3 min read

soy

Jun 19

AI Agent Orchestration: Proxmox Automation, OpenAI Data Agents & Azure Serverless Runtime

#ai #rag #automation

3 min read

soy

Jun 19

SQLite VFS Integration, pgsql_tweaks Release, and Production AI with pgvector

#database #sql #sqlite

3 min read

soy

Jun 19

NVK Vulkan Driver Gains DLSS, AMD Barco MXRT Linux Support, & Apple M3 SoCs Boot Linux 7.2

#gpu #nvidia #hardware

3 min read

soy

Jun 19

Zero-Touch OAuth for MCP, Azure Serverless AI Agents, GitLab 19.0 AI DevSecOps

#ai #machinelearning #cloud

3 min read

soy

Jun 19

LLM Token Compression with Headroom, Open Model Benchmarking, & Self-Hosted AI

#ai #llm #selfhosted

3 min read

soy

Jun 18

Supply Chain Malware, CLI Auth Hardening, & GitHub App Security

#security #cybersecurity #vulnerability

3 min read

soy

Jun 18

Hermes Agent Desktop App & Handoff Contracts for Production AI

#ai #rag #automation

3 min read

soy

Jun 18

DuckDB 1.4.5 LTS, pgEdge ColdFront Beta, and SQLite's FCNTL_PDB Internals

#database #sql #sqlite

3 min read

soy

Jun 18

AMD GPU Linux Drivers Fixed, Instinct Hardware Leaked & Godot 4.7 HDR

#gpu #nvidia #hardware

3 min read

soy

Jun 18

DeepSeek Vision Expands Multimodal AI; Adobe Creative Cloud & Firefly AI Tools Updated

#ai #machinelearning #cloud

3 min read

soy

Jun 18

GLM-5 Release, SDXL Benchmarks, & Advanced Fine-Tuning Beyond LoRA

#ai #llm #selfhosted

3 min read

soy

Jun 17

FIFA Hack Authentication Flaw, Chrome Ad Blocker End, AI Supply Chain Security

#security #cybersecurity #vulnerability

3 min read

soy

Jun 17

LLM Fallback in Production, Agentic eCommerce, and GitHub Copilot for Parallel Agents

#ai #rag #automation

3 min read

soy

Jun 17

DuckDB 1.5.4, pg_ducklake 1.0, & Postgres Internals Deep Dive

#database #sql #sqlite

3 min read

soy

Jun 17

Linux GPU Drivers & Performance: AMD HDMI 2.1, Intel Panther Lake, & Open-Source AI Server

#gpu #nvidia #hardware

3 min read

soy

Jun 17

GitHub Copilot App, GLM-5.2 Benchmark, & AI Agent Identity Patterns

#ai #machinelearning #cloud

4 min read

soy

Jun 17

GLM-5.2 for Long Contexts, TimesFM & Open-Source Coding Agents

#ai #llm #selfhosted

3 min read

soy

Jun 16

Memory Safety CVEs: Rust vs C/C++; LinkedIn Backdoor; Apple's Hide My Email

#security #cybersecurity #vulnerability

4 min read

soy

Jun 16

AI Agent Orchestration: Email Agent Pitfalls, Coding Agent Tooling, & Web Automation

#ai #rag #automation

3 min read

soy

Jun 16

SQLite WAL Debug, pgstream v1.1.0, & Postgres Scaling Retrospective

#database #sql #sqlite

3 min read

soy

Jun 16

Blackwell MLPerf Dominance, Intel Nova Lake Compute Runtime, & Weston 16 Vulkan HDR

#gpu #nvidia #hardware

3 min read

soy

Jun 16

Cloud AI & Dev Updates: Agent APIs, MCP Infra Patterns, and Local Model Strategies

#ai #machinelearning #cloud

3 min read

soy

Jun 16

VoxCPM2 TTS, AI Cost Optimization, and HF Hub CLI for Open Models

#ai #llm #selfhosted

4 min read

soy

Jun 15

PyPI Supply Chain, OWASP LLM Top 10, & eBPF Cloud-Native Security

#security #cybersecurity #vulnerability

3 min read

soy

Jun 15

Claude LLM Execution Harnesses, RAG Rerank, & Browser-based Edge AI

#ai #rag #automation

3 min read

soy

Jun 15

PostgreSQL HA Risks, Replication Internals, & Rapid Branching

#database #sql #sqlite

3 min read

soy

Jun 15

Linux Kernel 7.2 Boosts Performance with Rust Zerocopy & AI Optimizations

#gpu #nvidia #hardware

3 min read

soy

Jun 15

Claude Execution Harnesses, Spring AI 2.0, & Claude-Apple Model Integration

#ai #machinelearning #cloud

3 min read

soy

Jun 15

Local Inference Powers Browser Sign Language, Open-Source Agent Infra, & AI Engineering Guides

#ai #llm #selfhosted

3 min read

1 Week Community Wellness Streak

Writing Debut

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