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 25

Android ADB Hardening, Chrome Global Shortcut Hijack, & SQLite Shell History Tool

#security #cybersecurity #vulnerability

4 min read

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soy

Jul 25

LLM Context CLI, Production AI Agents, & Context Engineering for RAG

#ai #rag #automation

3 min read

soy

Jul 25

SQLite Auto-Extensions, DuckLake Dataframes, & PostgreSQL fsync Deep Dive

#database #sql #sqlite

3 min read

soy

Jul 25

GPU Hardware & Drivers: Qualcomm Kernel Driver Deprecated, NVIDIA Powers New AI Supercomputers

#gpu #nvidia #hardware

4 min read

soy

Jul 25

Anthropic Opus 5 Release, LLM Context Engineering, & GenAI Data Architecture Shifts

#ai #machinelearning #cloud

3 min read

soy

Jul 25

LLM Context Management, PyTorch Attention Profiling & Open-Source LLM Code Review

#ai #llm #selfhosted

4 min read

soy

Jul 25

My RAG's Model Had Already Read the Books - Per-Book Verdicts, a Fake Regression, and Catching a 9B Leaking Prior Knowledge

#rag #llm #ai #reproducibility

10 min read

soy

Jul 24

GitHub Admin Token in Camera; Durable Repo Owners; FreeBSD Supply Chain Freeze

#security #cybersecurity #vulnerability

4 min read

soy

Jul 24

LangChain4j Self-Building Agents, Rod Johnson's Java AI, Expedia Observability Automation

#ai #rag #automation

3 min read

soy

Jul 24

DuckDB Delta Writes, Kotlin SQLite WASM, PostgreSQL 19 Autovacuum Tweaks

#database #sql #sqlite

3 min read

soy

Jul 24

ROCm 6-Week Cycle, PowerVR Linux 7.3 Support, AMD Zen 7 Memory Roadmap

#gpu #nvidia #hardware

3 min read

soy

Jul 24

Claude Opus 5, Flux 3 X Mimic Multimodal, & LangChain4j Self-Building Agents

#ai #machinelearning #cloud

3 min read

soy

Jul 24

Local AI & Open Models: Offline Grammar, AI Agent Browser & Java Agent Frameworks

#ai #llm #selfhosted

3 min read

soy

Jul 23

Dependabot Bolsters Supply Chain Security; MacOS Executable Overwrite & Git Hook Malware Exposed

#security #cybersecurity #vulnerability

3 min read

soy

Jul 23

AI Agent Guardrails, Prompt Injection & AI-Powered Workflow Automation

#ai #rag #automation

3 min read

soy

Jul 23

DuckDB 1.5.5, PostgreSQL Hybrid Search, and SQLite Kotlin WASM Bindings

#database #sql #sqlite

3 min read

soy

Jul 23

AMD Launches Instinct MI455X, ROCm.AI; NVIDIA Spectrum-6 Powers Gigascale AI

#gpu #nvidia #hardware

3 min read

soy

Jul 23

Claude Opus/Sonnet Voice Mode, Open-Weight Model Cost Savings, & GitHub AI Agent Security

#ai #machinelearning #cloud

4 min read

soy

Jul 23

Quantized Diffusion Inference, Self-Hosted AI Agents, & LLM Cost Optimization

#ai #llm #selfhosted

3 min read

soy

Jul 22

PyPI Supply Chain Hardening, GitHub Bug Bounty Revamp, LG Proxy Ban

#security #cybersecurity #vulnerability

4 min read

soy

Jul 22

Agent Orchestration & RAG: Structuring Data, Building Production Systems, Boosting Tokenization

#ai #rag #automation

3 min read

soy

Jul 22

DuckDB 1.5.3, PostGIS 3.7.0beta1, & SQLite WASM Bindings for Kotlin MP

#database #sql #sqlite

3 min read

soy

Jul 22

GPU Acceleration Frameworks, HDR10 Rendering, & Snapdragon X2 Elite Linux Kernel Patches

#gpu #nvidia #hardware

3 min read

soy

Jul 22

Cloud AI Dev: Gemini 3.6 Flash Cyber, Claude Architecture, GigaToken Speedup

#ai #machinelearning #cloud

3 min read

soy

Jul 22

OmniRoute for Local LLM Orchestration, New Financial Foundation Model Kronos, & Multi-Model Routing Strategies

#ai #llm #selfhosted

3 min read

soy

Jul 21

Kernel CVEs, AI Model Security Incident, and $ORIGIN Dynamic Linking Updates

#security #cybersecurity #vulnerability

3 min read

soy

Jul 21

Architectural Security, Local LLMs, & AI Agents in Dev Workflows

#ai #rag #automation

4 min read

soy

Jul 21

DuckDB Quack Protocol, SQLite 3.53.3 Regression, & PostgreSQL 18 file_copy_method

#database #sql #sqlite

3 min read

soy

Jul 21

NVIDIA Vera Rubin Launches, Intel Compute Runtime Boosts LEO, NVIDIA Linux Benchmarks

#gpu #nvidia #hardware

3 min read

soy

Jul 21

Gemini Flash Models Expand, Android Studio AI Agents Arrive, Qwen-Image 3.0 Boosts Multimodal AI

#ai #machinelearning #cloud

4 min read

soy

Jul 21

Local LLMs, Open Agents & Self-Hosted Deployment Platforms Trending

#ai #llm #selfhosted

3 min read

soy

Jul 20

AI-Powered RCE Discovery, Critical Infrastructure Wipeout, & Fil-C Capability Model

#security #cybersecurity #vulnerability

3 min read

soy

Jul 20

Production LLM Resilience, Custom AI Workflows, & Java RAG/Agents

#ai #rag #automation

3 min read

soy

Jul 20

DuckDB Lance Lakehouse, SQLite 3.53.3 Corruption, Postgres 19 Checkpoint Control

#database #sql #sqlite

3 min read

soy

Jul 20

Linux Kernel 7.2 Improves Intel Xe3, AMD ROCm Leverages SPIR-V, & KNOD Offloads Net to AMD GPUs

#gpu #nvidia #hardware

3 min read

soy

Jul 20

AWS Loom for AI Agents, GPT5.6 RCE Discovery, & Kimi/Qwen Model Updates

#ai #machinelearning #cloud

3 min read

soy

Jul 20

Local AI: Self-Hosted Agent Memory, Multimodal 3D Models & LLM Resilience

#ai #llm #selfhosted

3 min read

soy

Jul 19

Cloudflare Bolsters Bot Defense, Dependable C for Secure Code, & AI-Era Security Debt

#security #cybersecurity #vulnerability

3 min read

soy

Jul 19

RAG Scaling, Netflix GenAI Homepages, & Multi-Step Agent Goal Integrity Tool

#ai #rag #automation

3 min read

soy

Jul 19

SQLite UPSERT Bug, PostgreSQL 18 Extension Paths, & Mobile SQLite Editor

#database #sql #sqlite

3 min read

soy

Jul 19

NVIDIA Debuts Vera Rubin, Jetson Thor; Elevates Performance-per-Watt for AI GPUs

#gpu #nvidia #hardware

2 min read

soy

Jul 19

OpenAI Codex Context Shrink, Google AlphaEvolve GA, Claude Code on Bun/Rust

#ai #machinelearning #cloud

3 min read

soy

Jul 19

LLM Inference & RAG Optimization, Open-Source Voice AI for Local Deployments

#ai #llm #selfhosted

4 min read

soy

Jul 18

XZ Backdoor Analysis, WordPress WAF Rules, & AI Code Review Challenges

#security #cybersecurity #vulnerability

3 min read

soy

Jul 18

Pinecone Nexus for Agents, Multi-Agent Workflow Debugging, SLM Production Telemetry

#ai #rag #automation

3 min read

soy

Jul 18

DuckDB 1.4.5 LTS, SQLite UPSERT Bug, & New PostgreSQL Backup Tool

#database #sql #sqlite

3 min read

soy

Jul 18

Linux GPU Driver Updates: Mesa NVK, AMD Fixes, D7VK 2.0 Performance Boosts

#gpu #nvidia #hardware

2 min read

soy

Jul 18

GPT-5.6 Breakthroughs & Pinecone Nexus for AI Agents

#ai #machinelearning #cloud

3 min read

soy

Jul 18

AirLLM 70B on 4GB GPU, Local AI Agents, & Context-Aware Dev Tools

#ai #llm #selfhosted

3 min read

soy

Jul 18

The Same RTX 5090, but the GPU Sat Idle — a CPU-Bound Go Solver and the Case for L2 Cache

#cpu #gpu #benchmark #hardware

7 min read

soy

Jul 18

One RTX 5090 vs a 12-GPU Cluster — Benchmarking a Decade of GPUs on the Same Go Proof

#gpu #benchmark #machinelearning #cuda

4 min read

soy

Jul 17

GitHub's Secret Scanning Zero-Inbox, Decoy Fonts for OCR, & Torvalds on AI Kernel Security

#security #cybersecurity #vulnerability

4 min read

soy

Jul 17

Fixing RAG Retrieval, Architecting AI Agent Email Workflows, and Summarizing Agent Context

#ai #rag #automation

3 min read

soy

Jul 17

DuckDB 1.5.4, SQLite UPSERT Bug, & PostgreSQL 9.6 to 17 Upgrade

#database #sql #sqlite

4 min read

soy

Jul 17

AMD Linux 7.3 GPU Driver Updates, ROCm 7.14, & Noctua AIO Cooling

#gpu #nvidia #hardware

3 min read

soy

Jul 17

Gemini Notebook, Kimi K3 Benchmarks, & Production AI Platform Trends

#ai #machinelearning #cloud

3 min read

soy

Jul 17

Local AI & Open Models: Diffusers Fine-Tuning, RAG Troubleshooting, Agent Best Practices

#ai #llm #selfhosted

3 min read

soy

Jul 16

GitHub Hardening, DNSSEC Failure Response, and Platform Resilience Updates

#security #cybersecurity #vulnerability

3 min read

soy

Jul 16

RAG, Agents, & Code Security: Applied AI Frameworks in Production

#ai #rag #automation

4 min read

soy

Jul 16

SQLite Internals: Win32 Malloc; PostgreSQL 19 LZ4 Compression, Spock 6 Beta

#database #sql #sqlite

3 min read

1 Week Community Wellness Streak

Writing Debut

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