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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 8 of 8 reviews

Agent

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.

4.2/ 5
Verified 66 days ago
Hardware

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.

3.0/ 5
Verified 65 days ago
Hardware

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.

4.5/ 5
Verified 63 days ago
Agent

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.

4.3/ 5
Verified 40 days ago
Tool

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.

4.0/ 5
Verified 33 days ago
Service

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.

4.3/ 5
Verified 26 days ago
Tool

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.

4.1/ 5
Verified 19 days ago
Tool

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.

4.0/ 5
Verified 12 days ago