Blog

Notes from the bamboo grove.

Letters for builders moving Agents from local experiments into production systems.

All posts

8 posts
Hand-painted green brushstrokes descend across warm white paper, ending in irregular edges above generous negative space.
Product

When Cloud Agents Become the Future: What Infrastructure Must Exist?

If Cloud Agents become mainstream, developers will need more than another layer of Agent CRUD. They will need a neutral control plane that can resolve, run, and govern Environments. This memo works backward from that future.

A hand-drawn comparison: Pet accumulates identity, while Cattle resets replaceable instances for each run.
Product

Two kinds of agents: Pet and Cattle

People are forming two very different expectations of agents: one has an identity and memory and is cultivated over time; the other is stateless and replaceable, using a freer reasoning pipeline to replace fixed workflows.

The ghfind project evaluation entry point, labeled Powered by mosoo.
Customer Stories

How ghfind turns a Mosoo Agent into a project evaluation feature

ghfind delegates GitHub project evaluation to one published Mosoo Agent while keeping its rubric, job queue, result validation, and product UI in the application.

A CLI-first development loop flows from API to specification, through a central CLI with Catalog and Skill modules, into Workflow and E2E testing, then back to the API.
Engineering

From API to CLI + Skill: a new software development paradigm

Why having an API is no longer enough for your web application in the Coding Agent era—and why the CLI and CLI-Skill should become the default contract for development and testing from Day 1.

A hand-drawn three-part agent architecture connecting durable facts, a control plane, and replaceable execution environments across a cut line.
Engineering

An agent's state is not its process

Before deciding whether an agent loop belongs in a control plane or a sandbox, define which facts must survive and which execution state may disappear. mosoo and Agent Driver provide a concrete, testable example.

Abstract green scan-line blocks assembling across a landscape with the words From responses to agents.
Engineering

From responses to agents: the API becomes a runtime

OpenAI's Responses API brings state, compaction, tool programs, WebSocket continuation, and multi-agent coordination into one model runtime. Here is what changed—and what still belongs to the application.

A collage of green paper squares and wild plants climbing upward on a pale field, like sessions stacking into a living system.
Engineering

From model calls to agent tasks

Local coding agents showed what models can do with a real environment. The next cloud abstraction is a managed agent task: work in, progress and artifacts out.

A textured green spray-paint field with the mosoo asterisk emerging at the lower right, the bamboo shoot rising through paper.
Product

The journey begins with an Imagine If.

A letter to builders on moving Agent Work from local experiments toward a Cloud Agent Session Lifecycle API.