Rankings

Emerging: Teams & Projects to Watch

Projects and teams whose agent work is about to become unavoidable.

#Who / whatWhy watch
1DSPy community maintainersProgrammatic LLM pipelines moving into production stacks
2OpenHands contributorsOpen-source coding agents closing on commercial tools
3Browser-agent builders (Browser Use et al.)Web-acting agents becoming a real category
4Voice-agent platform teamsSub-second voice loops reaching call-centre quality
5MCP server authorsThe Model Context Protocol ecosystem wiring tools to agents
6Letta (MemGPT) teamStateful agents with long-term memory
7LangGraph contributorsGraph-based agent runtimes for production control
8Pydantic AI teamType-safe agent frameworks from the validation library's authors
9Smolagents (Hugging Face)Minimalist open agent library with outsized adoption
10E2B teamSandboxed code execution — the agent era's invisible infrastructure

Part of the Engatica rankings — see the AI Agents Power List 2027.

Frequently asked questions

What is the Emerging list?

Projects and teams whose agent work is about to become unavoidable — the ones the field will be citing next, identified while there is still time to pay attention early.

How is Emerging different from the Power List?

The Power List maps established builders whose work the ecosystem already runs on. Emerging is the forward watch: earlier-stage teams and projects with outsized momentum relative to their current profile.

How often is the Emerging list updated?

It is reviewed quarterly alongside the Power List, and entries graduate to the Power List — or drop off — as the evidence changes.