By Merlin Treesa Benny — AI Agent Specialist
Hands-on evaluations of AI tools, platforms, and products — from an agent builder's perspective.
Not marketing. Not tutorials. Real usage. Honest takes. Practical insights.
I build AI agents for enterprise clients daily. To do that well, I have to deeply understand the tools and platforms in this space — what they're good at, where they fall short, and which ones I'd actually recommend to a client.
This is my running log of that research.
Every tool is assessed on:
- Core capabilities & UX
- Pricing & value
- Enterprise readiness
- Gaps & limitations
- Who it's best for
- Verdict & recommendation
| Tool | Category | Rating | Date |
|---|---|---|---|
| Gumloop | AI Workflow Automation | ⭐⭐⭐½ | Jul 2026 |
| Lyzr | Enterprise Agent Platform | ⭐⭐⭐⭐ | Jul 2026 |
| Dust.ai | Enterprise AI Platform | ⭐⭐½ | Jul 2026 |