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 16

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

#security #cybersecurity #vulnerability

4 min read

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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

soy

Jun 14

AI Provenance Risks, Honda Key Fob Vuln, & Rust Miri FFI Safety

#security #cybersecurity #vulnerability

3 min read

soy

Jun 14

Optimizing RAG Pipelines, Migrating AI Agents, and LLM-Powered Troubleshooting

#ai #rag #automation

3 min read

soy

Jun 14

DuckCon #7 Program, SQLite fossildelta Vulnerability, and RTree -0.0 Handling

#database #sql #sqlite

3 min read

soy

Jun 14

Linux 7.1 Boosts Arc Graphics; Wine-Staging 11.11 Wayland; Haiku OS Hardware Drivers

#gpu #nvidia #hardware

3 min read

soy

Jun 14

Gemini Prototyping, AI Code Migration Agents, and LLM Transparency Insights

#ai #machinelearning #cloud

4 min read

soy

Jun 14

Kronos Financial LLM, Local AI Health Checks & Code-RAG Benchmarking Insights

#ai #llm #selfhosted

3 min read

soy

Jun 13

Arch Linux Supply Chain Malware, repo-slopscore & AI Model Security Concerns

#security #cybersecurity #vulnerability

3 min read

soy

Jun 13

AI Agents Level Up Workflows: Terraform MCP, WebMCP, Pinecone Integrations

#ai #rag #automation

4 min read

soy

Jun 13

DuckDB-Iceberg v1.5.3 Features, SQLite R-Tree -0.0 Bug, and pg_kpart for PostgreSQL Partitioning

#database #sql #sqlite

3 min read

soy

Jun 13

NVIDIA Confidential Compute for Apple Cloud; Intel Ends BigDL; LG's GPU AI Factory

#gpu #nvidia #hardware

4 min read

soy

Jun 13

Terraform MCP Server, WebMCP Standard, and Pinecone OneLake Boost AI Dev Tools

#ai #machinelearning #cloud

4 min read

soy

Jun 13

Local-First Agentsview, Raspberry Pi Agent Deployment, Unified AI Suite

#ai #llm #selfhosted

3 min read

soy

Jun 12

AI Agent Security, Malware Evasion, & LLM Data Leakage Risks

#security #cybersecurity #vulnerability

4 min read

soy

Jun 12

Local AI Coding Agents, Secure Production Deployment, and Angular-Specific AI Skills

#ai #rag #automation

3 min read

soy

Jun 12

DuckDB Data Inlining, SQLite Fossildelta OOB, Postgres 19 Temporal Data

#database #sql #sqlite

3 min read

soy

Jun 12

Blackwell's AI Benchmark Lead, AMD's Ryzen AI Halo, and Linux 7.2 GPU Driver Updates

#gpu #nvidia #hardware

3 min read

soy

Jun 12

Google Colab CLI, Angular AI Skills & Azure Sandboxes for AI Agents

#ai #machinelearning #cloud

3 min read

soy

Jun 12

LLM KV Cache Optimization, Open Model Evaluation, & Agent Engineering Skills for Local Deployment

#ai #llm #selfhosted

3 min read

soy

Jun 11

AMD RCE Ignored, GitHub Boosts Secret Scanning with LLMs, AUR Supply Chain Attack

#security #cybersecurity #vulnerability

3 min read

soy

Jun 11

AI Agent Security, Open-Source Code Generation, and Frontier Models on Bedrock

#ai #rag #automation

4 min read

soy

Jun 11

SQLite Ecosystem: RTree/JSON Bugs, ON CONFLICT DO SELECT & PG Query Planning

#database #sql #sqlite

3 min read

soy

Jun 11

AMD GFX1156 Driver Prep, Intel OIDN 2.5 GPU Gains, NVIDIA RTX Accelerates DiffusionGemma

#gpu #nvidia #hardware

4 min read

soy

Jun 11

GPT-5.5, Codex GA on Bedrock; MiMo Code Open-Source; Claude Fable Guardrail Apology

#ai #machinelearning #cloud

3 min read

soy

Jun 11

PyTorch MLP Fusion, NVIDIA Agent Skill Security, & AI Tool Prompts Collection

#ai #llm #selfhosted

3 min read

soy

Jun 10

reCaptcha's New Phone Verification, macOS Container Tool v1.0.0, and AI Model Trust Issues

#security #cybersecurity #vulnerability

3 min read

soy

Jun 10

AI Systems at Scale: Context Engineering, Automation Stacks, & ERP Integration

#ai #rag #automation

4 min read

soy

Jun 10

SQLite `ON CONFLICT DO SELECT` Proposal, PostgreSQL 19 Features & SQLite Critical Bug

#database #sql #sqlite

3 min read

soy

Jun 10

CUDA for AMD Lemonade, Intel Arc Pro Linux Gains, XPU Manager 2.0

#gpu #nvidia #hardware

3 min read

soy

Jun 10

Claude Fable 5, Azure APIM Unified AI, & Claude Desktop VM Resource Use

#ai #machinelearning #cloud

4 min read

soy

Jun 10

Cohere's North Mini Code, LLM Token Optimization & OpenMed Healthcare AI Highlight Local AI Advancements

#ai #llm #selfhosted

3 min read

soy

Jun 10

INT8 Q/DQ Calibration on Blackwell: 1.8 the TRT 10 + FP16 Baseline

#tensorrt #quantization #gpu #machinelearning

7 min read

soy

Jun 9

AI Supply Chain Attack, Agent Security Risks, & Identity Hardening

#security #cybersecurity #vulnerability

3 min read

soy

Jun 9

Microsoft Foundry Powers Production Agents, Base Adds Payment Skills, and In-House Agent Runtime Essentials

#ai #rag #automation

3 min read

soy

Jun 9

DuckDB Delta Lake Writes, Cross-DB Query Planning, and Pterocos SQLite/DuckDB Editor

#database #sql #sqlite

3 min read

soy

Jun 9

Vortex 3.0 RISC-V GPGPU, Pragtical SDL GPU Backend, NVIDIA RTX Spark Launch

#gpu #nvidia #hardware

4 min read

soy

Jun 9

Anthropic's Claude Fable 5, Microsoft Foundry, & Mythos Hands-On

#ai #machinelearning #cloud

3 min read

soy

Jun 9

Benchmarking ASR & Essential Open-Source CV Tools for Local AI

#ai #llm #selfhosted

3 min read

soy

Jun 8

Data Integrity, Cypherpunk Foundations, & AI Agent Security

#security #cybersecurity #vulnerability

3 min read

soy

Jun 8

Benchmarking AI Agents, Gemma 4 On-Device Workflows & AI System Security

#ai #rag #automation

3 min read

soy

Jun 8

DuckLake Spec, pg_background 2.0, and pgsql_tweaks 1.0.3 Enhance Database Ecosystem

#database #sql #sqlite

4 min read

soy

Jun 8

Linux 7.1 Boosts Intel Arc, Flatpak Integrates ROCm, Vintage AMD Driver Refined

#gpu #nvidia #hardware

3 min read

soy

Jun 8

Gemini 3.5, Gemma 4 12B & Apple AI Architecture Updates for Cloud Developers

#ai #machinelearning #cloud

3 min read

soy

Jun 8

Local LLM Benchmarking & Agent Tools for Self-Hosted AI

#ai #llm #selfhosted

4 min read

soy

Jun 7

IOCCC Obfuscation, Hardware RE, and Guix/Nix Supply Chain Techniques

#security #cybersecurity #vulnerability

3 min read

soy

Jun 7

LLM-powered Learning, Handwritten Digit Recognition, and AI Career Guidance

#ai #rag #automation

3 min read

soy

Jun 7

DuckDB 1.5.2 & DuckLake v1.0 Debut, Plus Embedded SQLite in Scripting Engines

#database #sql #sqlite

3 min read

soy

Jun 7

Linux Kernel & Mesa Boost GPU Gaming, Vulkan Video Decoding in Firefox

#gpu #nvidia #hardware

4 min read

soy

Jun 7

Claude Desktop Request, LLM Learning Tool, and KV Cache Compression Boost

#ai #machinelearning #cloud

3 min read

1 Week Community Wellness Streak

Writing Debut

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