Ramp 自研了名为 Laminar 的智能体 harness，支持安全对话存储、MCP 标准工具调用、持久化执行、代码执行沙箱和可观测性工具。该 harness 不绑定模型与供应商，因贴近其他团队而加快交付，并让 Ramp 掌握可观测性栈；它架在 Ramp Router 之上，统一支撑公司内后台智能体、异步智能体、实时聊天、编码智能体及文档 OCR 等场景。
Build your own harness, folks!
Highly recommended reading on Ramp's own agent harness and why they built one.
I've seen this closely. More hardcore engineering teams are realizing how important it is to own the harness. I expect more full-stack AI companies to follow.
Ramp quickly realized they could move faster and better with their agent harness.
Benefits:
- Model-and-provider agnostic
- Shipping faster as the harness is closer to other teams
- Owning the observability stack (a must given the complexity of agentic systems today)
Their Laminar harness supports secure conversation storage, MCP for standard tool calling, durable execution, code execution sandboxes, observability tools, and more.
When you own the harness, you can co-evolve it to meet your needs. The foundations don't change much; only the tooling and behavior need extending, so make the harness malleable from the start.
Ramp also made several interesting design choices, such as using sandbox-as-a-tool, leveraging Boring and a standard stack (Postgres, S3, etc.), always-open agent sessions, and going all-in on cloud.
after much experimentation, we landed on a single set of rails that powers our agentic systems across the company - background agents, async agents, live chat: 1. stack - accounting harness (http://ramp.com/stack) 2. glass - general purpose coworker (http://ramp.com/glass) 3. inspect - coding agent 4. our support chat bot, Ask Ramp 5. headless agents that do document OCR 6. ramp text (HIRAMP/447-267) agent works with all models, supports all modern harness features - background tasks, sandboxes, tool hooks, tool search, durability, forking, compaction, queueing, streaming, and observability laminar, our new harness, sits on top of ramp router, and brings enormous leverage to our agent developers across the company more info on our blog ->在 X 查看被引用的帖子
来源：elvis · x.com