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

May 17

macOS ping OOB Write Disclosed, Grafana Mass CVE Scanner, AI Code Security Risks

#security #cybersecurity #vulnerability

3 min read

Want to connect with soy?

Create an account to connect with soy. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

soy

May 17

Optimizing LLM Workflows: Context Management, Model Comparisons, and AI-Powered Automation

#ai #rag #automation

4 min read

soy

May 17

SQLite 3.53.0 Bug, PostgreSQL Performance, New Postgres TUI

#database #sql #sqlite

3 min read

soy

May 17

GPU Hardware & Driver Update: RTX 5090 Benchmarks, llama.cpp MTP, Windows 11 Fix

#gpu #nvidia #hardware

3 min read

soy

May 17

Anthropic's Claude Gains Context Control, Excels in Frontend Dev & Agent Simulations

#ai #machinelearning #cloud

3 min read

soy

May 17

llama.cpp Optimizations & New Qwopus3.5-9B GGUF Model Boost Local AI Performance

#ai #llm #selfhosted

3 min read

soy

May 16

Linux Kernel SSH Key Flaw, CrushFTP Yara Detection, & Vercel Typosquatting Attack

#security #cybersecurity #vulnerability

3 min read

soy

May 16

LLM Persistent Memory & Python Tooling Elevate AI Agent Workflows

#ai #rag #automation

3 min read

soy

May 16

CUDA Cutile-rs Beta, AMD FSR 4.1 Release, & Forza Horizon 6 GPU Benchmarks

#gpu #nvidia #hardware

3 min read

soy

May 16

Claude Code Persistent Memory, Multi-Agent AI Architectures, & Model Quirks

#ai #machinelearning #cloud

4 min read

soy

May 16

llama.cpp MTP Boost, New Gemma-4 GGUF, & Qwen 3.6 Local Benchmarks

#ai #llm #selfhosted

3 min read

soy

May 15

Microsoft Exchange Zero-Day, Linux Kernel LPE, and an Open-Source Docker Scanner

#security #cybersecurity #vulnerability

3 min read

soy

May 15

Reel VCR for LLM APIs, AI-Generated PySpark & MacOS AI Agent Demo

#ai #rag #automation

3 min read

soy

May 15

PostgreSQL JSON Ext., Vector Search, & SQLite Window Func Overflow

#database #sql #sqlite

3 min read

soy

May 15

Custom CUDA Kernels, Modded RTX 4090 48GB VRAM, & DLSS DLL Manager

#gpu #nvidia #hardware

3 min read

soy

May 15

Claude Limits Reset, Orthrus Boosts LLM Gen, Claude Mythos Cracks macOS

#ai #machinelearning #cloud

4 min read

soy

May 15

Local AI Roundup: Qwen3-8B Acceleration, Offline Gemma Robot, & Intern-S2 Multimodal

#ai #llm #selfhosted

3 min read

soy

May 14

NGINX Heap Overflow (CVE-2026-42945), BitLocker Zero-Day, & Chrome Extension Supply Chain Attack

#security #cybersecurity #vulnerability

3 min read

soy

May 14

LLM Engineering: Architecting Agentic RAG and Conversational BI

#ai #rag #automation

3 min read

soy

May 14

PostgreSQL Benchmarking Tool & SQLite Internals: API Error Handling, Join Optimization

#database #sql #sqlite

3 min read

soy

May 14

RTX 5090, LLaMA.cpp TurboQuant, & Blackwell CUDA Scheduling Boosts GPU Performance

#gpu #nvidia #hardware

3 min read

soy

May 14

Claude Code Config & Pricing Updates; GPT-5.5 Codex Benchmarks & Bedrock Cost Warning

#ai #machinelearning #cloud

3 min read

soy

May 14

LLaMA.cpp Gets Qwen MTP Boost, Ring-2.6-1T for Ollama, AMD GPU Fixes

#ai #llm #selfhosted

3 min read

soy

May 12

Win11 Zero-Days, npm Supply Chain, & AI Agent Security Threats

#security #cybersecurity #vulnerability

3 min read

soy

May 12

Claude Code 'Run Until Done' Mode, AI Concierge, & Mythos Scan for Curl Bugs

#ai #rag #automation

3 min read

soy

May 12

SQLite Corruption in Sandboxes, PostgreSQL Caching, & Rust DB Proxy Architecture

#database #sql #sqlite

3 min read

soy

May 12

AMD RDNA 4 & AI PRO GPUs Launch, FSR 4.1 Benchmarks, DGX Water Cooling

#gpu #nvidia #hardware

3 min read

soy

May 12

Claude Code Async /goal Mode, API Billing Warning, TabPFN-3 Model Release

#ai #machinelearning #cloud

3 min read

soy

May 12

llama.cpp Gains llama-eval, MagicQuant v2.0 for GGUF, Needle 26M Tool Model Released

#ai #llm #selfhosted

4 min read

soy

May 11

AI-Powered Zero-Days Bypass 2FA; Passkey & Git Supply Chain Attacks Explored

#security #cybersecurity #vulnerability

4 min read

soy

May 11

Claude on AWS GA with Managed Agents; LLM Structured Output Robustness; DuckLake SDK for AI Data

#ai #rag #automation

3 min read

soy

May 11

SQLite Encryption, DuckLake SDK for DuckDB, & PostgreSQL Git-style Branches

#database #sql #sqlite

3 min read

soy

May 11

RTX 5080 Launched, Rust for CUDA, & LLM GPU Scheduling Deep Dive

#gpu #nvidia #hardware

3 min read

soy

May 11

Cloud AI: Claude on AWS GA, Agent Payments, & LLM Stack Optimization

#ai #machinelearning #cloud

4 min read

soy

May 11

ExLlamaV3 Updates, Unsloth Qwen GGUFs & Phi3 Autonomous Bridge

#ai #llm #selfhosted

3 min read

soy

May 11

[06] Portfolio Defense Dashboard — One Screen to Rule Your Morning

#python #finance #fire #streamlit

6 min read

soy

May 10

Ollama Out-of-Bounds Read, Docker UFW Bypass, & EagleSpy RAT Analysis

#security #cybersecurity #vulnerability

4 min read

soy

May 10

Local LLMs on Mobile, Enterprise Code Gen Workflows, & Production AI Cost Management

#ai #rag #automation

3 min read

soy

May 10

SQLite Concurrency Corruption, DuckDB Delta Writes, and DuckLake Data Inlining

#database #sql #sqlite

3 min read

soy

May 10

DeepSeek-V4-Flash Benchmarks, FlashRT CUDA Runtime, & V100 LLM Performance

#gpu #nvidia #hardware

3 min read

soy

May 10

Claude Code Usage Limits, Qwen 3.6 Benchmarks vs. Opus, & Mythos METR Impact

#ai #machinelearning #cloud

3 min read

soy

May 10

DeepSeek V4, `llama.cpp` Q4_K_M, & Ollama Ryzen APU Guide Boost Local LLM

#ai #llm #selfhosted

3 min read

soy

May 9

AI-Driven Kernel LPE Discovery, ChromaDB Memory Poisoning & JDownloader Supply Chain Attack

#security #cybersecurity #vulnerability

3 min read

soy

May 9

Scaling Workflows with Dagster & Mastering LLM Code Generation Prompts

#ai #rag #automation

3 min read

soy

May 9

SQLite `generate_series` Precision Bug, PostgreSQL Pagination Tuning, & Large Table Replication

#database #sql #sqlite

3 min read

soy

May 9

CUDA-Oxide 0.1, RTX 5070 Launch, & BeeLlama.cpp Boost 3090 Inference

#gpu #nvidia #hardware

3 min read

soy

May 9

Claude Code HTML Prompts & GPT-5.5 API Cost Changes Highlight Developer Focus

#ai #machinelearning #cloud

3 min read

soy

May 9

BeeLlama.cpp enhances llama.cpp, Qwen 35B hits 128K context, iOS local LLMs with Ollama

#ai #llm #selfhosted

3 min read

soy

May 8

Linux 'Dirty Frag' Zero-Day, Cilium CI/CD Hardening, and AI-Powered RE with pyghidra-mcp

#security #cybersecurity #vulnerability

3 min read

soy

May 8

Optimizing Python AI Inference, Orchestrating Workflows, & Personalized Podcasts with Claude

#ai #rag #automation

3 min read

soy

May 8

PostgreSQL AI Memory, Perf Tuning; Data Pipeline Orchestration Comparison

#database #sql #sqlite

3 min read

soy

May 8

CUDA-Oxide 0.1 Lands; RTX 5090 Launches with 32GB & Hits 600 Tok/s

#gpu #nvidia #hardware

3 min read

soy

May 8

Claude API Integrations, AMD Local AI Tools & Production Inference Optimization

#ai #machinelearning #cloud

4 min read

soy

May 8

Local AI Updates: llama.cpp MTP, vLLM Gemma 4 Speeds, Ollama Coder Benchmarks

#ai #llm #selfhosted

3 min read

soy

May 7

Bitlocker Bypass, AI Trust Exploits, and FreeBSD RCE Disclosures

#security #cybersecurity #vulnerability

4 min read

soy

May 7

Local LLM-Python Code Integration, Data Agent Gaps, & Multi-AI Creative Workflows

#ai #rag #automation

3 min read

soy

May 7

SQLite Internals & Audit Patterns; New Open-Source PostgreSQL UI

#database #sql #sqlite

4 min read

soy

May 7

AMD MI350P, CUDA WarpReduction, & Adrenalin 26.5.1 Driver Updates

#gpu #nvidia #hardware

3 min read

soy

May 7

Claude API Rate Limits Boost, AI Pinball Dev Workflow, Meta's ProgramBench for Code Gen

#ai #machinelearning #cloud

3 min read

soy

May 7

llama.cpp supports Sparse MoE, new Qwen3.6 GGUF, & WebWorld for local agents

#ai #llm #selfhosted

3 min read

1 Week Community Wellness Streak

Writing Debut

Want to connect with soy?