Two ways to use it 1. Run the agent inside the sandbox Use Treadstone when the agent itself should live in the isolated environment and keep working there over time.

2. Use the sandbox as a tool Use Treadstone when your agent runs elsewhere, but needs an isolated environment it can create, inspect, and drive on demand.

In practice, that means an agent can:

create and manage sandboxes over the CLI, REST API, or Python SDK operate what is running inside them through shell, file, browser, HTTP/WebSocket, and MCP hand the same browser session to a human when review or takeover matters

Treadstone is an agent-native sandbox platform for longer-running AI work. You can run agents inside isolated sandboxes, or treat sandboxes as tools that agents call on demand. Each sandbox is built around an all-in-one runtime: code execution, shell, file system, browser-facing surfaces, MCP, and long-running state.

Treadstone is open source, self-hostable, and built on Kubernetes.

Maintaining databases is painful, so ApeRAG uses kubeblocks for all these databases.

Yes, ApeRAG uses all these databases.

What does it use for the graph part? Elasticsearch? A Postgres plugin?

Location: China Remote: Yes

Willing to relocate: Yes

Technologies: Golang, Java, Python, Database Development, Kubernetes, Cloud, Backend, SQL, AI

Résumé/CV: https://earayu.github.io/about

Email: earayu@gmail.com

LinkedIn: https://www.linkedin.com/in/guanghui-yu-6b0784239/

I'm a database kernel engineer with business development experience, contributing to WeScale database proxy with features like read-write splitting. Previously led DDL execution engine design at Alibaba's PolarDB-X team, and actively maintain WeSQL and KubeBlocks open source communities.

KubeBlocks is an open-source database operator that enables teams to easily deploy, manage and operate any database on Kubernetes. It provides a unified approach to database management, supporting various databases like MySQL, PostgreSQL, Redis, MongoDB and more with enterprise-grade features including high availability, backup & restore, and automated day-2 operations.

Interesting, I thought KubeBlocks was using custom Source Available license where I see it is AGPL now. Was it recently changed ?

It's neither SRE or AI related?

A Modern MySQL proxy that supports read-write-split, read-after-write-consistency, load balancing and OnlineDDL.

https://github.com/wesql/wescale

Using it for CI/CD purposes does not violate GitHub's Terms of Service.

just use it for CI/CD