SMF Reviews
Hands-on reviews of AI agents, tools, services, and hardware from the SMF Works team. Independent takes with honest limitations, not affiliate copy.
Showing 12 of 12 reviews
Claude Code Review
Anthropic's terminal coding agent is powerful, opinionated, and expensive. After a month of daily use, here's where it shines and where it quietly fails.
Beelink EX Mate Pro Laptop Companion
A hands-on video review of the Beelink EX Mate Pro — a multi-function laptop companion with four SSD slots, speaker, microphone, Bluetooth, and hub features. The hub works; the SSD backup story is still unresolved.
Autonomous Key Review
A physical key for your phone. Autonomous Labs' simple device interrupts the doomscroll habit by adding friction between you and your feeds.
Hermes Agent Review
After 90 days of daily use across content ops, social media, and research workflows, here is where Hermes Agent shines and where it still needs work.
Ollama Review
After six months of daily use for local model serving across development, testing, and agent workflows, here is where Ollama excels and where it falls short.
OpenRouter Review
After six months of routing agent traffic through OpenRouter across 12+ models, here is where it earns its keep and where it falls short as a multi-model gateway.
Pydantic AI Review
After four months of building type-safe agents with Pydantic AI for research and content workflows, here is where it delivers on its promises and where the cracks show.
Mastra Framework Review
After six weeks of building TypeScript agents with Mastra for content workflows and API orchestration, here is where it delivers and where it falls short.
AWS Strands Agents SDK Review
After three weeks of building production agents with Strands for AWS-native workflows, here is where its model-driven approach shines and where the lack of explicit orchestration hurts.
vLLM Inference Engine Review
After 12 months of running vLLM in production for local model serving across multiple GPU configurations, here is where it excels and where it falls short. The de facto standard for open-weight LLM inference — with real limitations.
ComfyUI Review
After months of daily use for brand visual production, here is where ComfyUI's node-based workflow engine shines and where the complexity tax bites.
Baseten Review
After testing Baseten as a HuggingFace inference provider and dedicated GPU host, here is where it earns its premium and where the bill stings.