Patent x AI Tech Media
Technical insights on GPU inference, local LLMs, and developer tools
Latest Tech News
Open-Source ML Platforms, LLM Workflow Reliability, and AI Bot Deployment
This week, we explore the demand for unified open-source ML platforms and robust deployment strategies for AI bots. We a...
cloud-aiClaude/Gemini Benchmarks, Claude Code Dev Tooling, and Gemma 4 on-device with LiteRT
This week, developers benchmarked Claude and Gemini on a challenging coding task, provided feedback on Anthropic's Claud...
DatabasePostgreSQL Vector Search & TimescaleDB Performance, SQLite Extension Build Fixes
This week, we delve into critical performance tuning for PostgreSQL with pgvector's HNSW indexes and best practices for ...
hardwareNVIDIA Path Tracing, AMD RDNA 4m Drivers, & GPU MoE Offloading Benchmarks
This week features significant GPU advancements: NVIDIA's GDC presentation reveals faster path tracing techniques, while...
local-aiQwen 3.6 Ollama Release, Consumer GPU Benchmarks, GGUF Quantization Fixes
This week's local AI news highlights the official release of Qwen 3.6 models on Ollama, offering easy access to the new ...
securityWindows Zero-Days, Recall Bypasses, RDP Exfiltration: Key Security Threats
This week, the cybersecurity landscape grappled with the active exploitation of newly leaked Windows zero-days. We also ...
Latest Deep Dives
vLLM On-Demand Gateway: Zero-VRAM Standby for Local LLMs on Consumer GPUs
A single-file FastAPI gateway that auto-starts vLLM on demand and stops it after idle, freeing VRAM for other GPU worklo...
DatabaseDatabases Are the New AI Moat: Why DB-First Architecture Changes Everything
Stop feeding raw data to LLMs. The real moat in AI is your proprietary database — not the model.
Developer ToolsI Built a SQLite Editor in 180 Lines, Then Rebuilt It in 730 for the Browser
Background I work with a lot of SQLite databases — patent data, court rulings, government...
ossCanonical Eyes IPO — Ubuntu Proves the Revival of Linux and OSS
Introduction In late 2025, Canonical founder Mark Shuttleworth quietly but clearly...
AI ArchitectureRunning Karpathy's autoresearch with Local LLM — Zero API Cost Autonomous AI Research
Introduction Andrej Karpathy (OpenAI co-founder) released autoresearch — an experiment...
AI ArchitectureBuilt a Local-First RAG Research Tool with Nemotron + vLLM + Tool Calling
Introduction Built a local-first RAG research tool that runs entirely on a single GPU....
