William Vance
The AI Agent Login Wall: Every Agent Gets Its Own Co...
On October 22, 2026, Google gave every AI agent its own hardware-isolated mic...
Google Cloud Now Hosts OpenAI's GPT-6 Models Alongsi...
Google Cloud has become the only major cloud offering all three leading close...
vLLM PagedAttention vs Ollama: Serving High-Throughp...
vLLM is generally the stronger starting point when a service needs continuous...
Agentic Tool-Calling Reliability: Structured JSON Sc...
Structured JSON schemas make tool calls easier to validate and route, but the...
Fine-Tuning LoRA Adapters on Unsloth: Specialize 8B ...
Unsloth can make parameter-efficient fine-tuning of an 8B-class code model pr...
Speculative Decoding in Practice: Doubling Token Gen...
Speculative decoding can make some local language-model workloads generate to...
DeepSeek-V3 MoE Architecture Teardown: Why Multi-Hea...
DeepSeek-V3 combines a 671-billion-parameter sparse Mixture-of-Experts model ...
Local Embedding Models Compared: BGE-M3 vs nomic-emb...
BGE-M3 offers larger dense vectors, multilingual coverage, and optional spars...
Quantization Shootout: GGUF vs EXL2 vs AWQ on 24GB V...
On a 24GB GPU, GGUF, EXL2, and AWQ can each run some 32B coding models, but t...
Speculative Decoding in Practice: Doubling Token Gen...
Speculative decoding can make a local language model generate tokens faster b...
Fine-Tuning LoRA Adapters on Unsloth: Specialize 8B ...
You can adapt an 8B-class coding model to a narrow codebase with Unsloth QLoR...
Vector Database Latency Benchmarks: Qdrant vs Milvus...
There is no useful latency winner without a fixed hardware setup, index confi...
Autonomous Agent Architectures: Why LangGraph and Cr...
Simple sequential chaining breaks down when dealing with complex, multi-turn ...
Local LLMs on Apple Silicon: M4 Pro vs RTX 4090 for ...
Can unified high-bandwidth Mac memory replace a dedicated 24GB NVIDIA GPU for...
Fine-Tuning LoRA Adapters on Unsloth: Specialize 8B ...
Unsloth can make QLoRA fine-tuning of an 8B code model practical on a modest ...
How to Build a 100% Private Local AI Research Assist...
Stop sending your confidential research papers, patient notes, and proprietar...