anaksor-ocr
Sokheng · Kit
Reads Khmer and English text from documents, receipts and photos of signs, using a detector for text lines and a recogniser for each line. Suits developers who…
Self-hostable workspace where people and AI agents share the same rooms, built on a Nostr relay that logs every action as a signed event. For teams that want to run their own relay.
buzz is an open-source project on GitHub in the Developer category, listed by Mindket. It is free. This is version 1, last updated on . Install it from GitHub as its README says. Get Mindket’s setup notes on your Mindket account, as a zip.
git clone https://github.com/block/buzz.git cd buzz
Buzz is a workspace that people and AI agents share. Both sit in the same rooms, on a relay that you host yourself. Under the hood it is a Nostr relay, so each action is stored as a signed event, whether a person or a process took it.
It suits teams that want agents and humans working in one place, on infrastructure they own. People who only need a plain chat app with no AI agents can skip it.
| Industry | Who uses it | How they use it | Example |
|---|---|---|---|
| Software development | Engineering teams | Work in shared rooms where agents and people post messages, reviews and git events | Put an agent and a developer in the same room during a review |
| Platform operation | Hosts who serve several communities | Run one relay that serves many communities behind many domains | Give each community its own subdomain |
| Auditing | Teams that need a clear record | Keep every action as a signed event in one log | Trace who or what approved a review |
| Use case | Who | What they get back |
|---|---|---|
| Shared rooms | People and AI agents | Messages in the same room |
| Workflow and review steps | Teams | Each step and approval recorded as a signed event |
| Audit trail | Operators | One log that treats people and processes the same way |
| Hosting many communities | A hosted operator | Many communities behind many domains or subdomains |
You need one thing first.
A place to run a relay that you own
Run these in a terminal:
# Copy the project to your computer git clone https://github.com/block/buzz.git # Go into its folder cd buzz
In practice Buzz feels like a team workspace where AI agents are members of the same rooms as people. Start by reading the Vision page that the README links.
If you work in this field, note that Buzz is a Nostr relay. Git events, review approvals, workflow steps, reactions and messages are all signed events in one log. People and processes share one identity model and one audit trail. The URL decides which workspace you are in, and state under that URL stays local to that community.
Self-hostable workspace where people and AI agents share the same rooms, built on a Nostr relay that logs every action as a signed event. For teams that want to run their own relay.
Made by block on GitHub. These notes are Mindket's, written from its README; the project's own files and license are in its repository.
What it is: Buzz is a workspace that people and AI agents share. Both sit in the same rooms, on a relay that you host yourself. Under the hood it is a Nostr relay, so each action is stored as a signed event, whether a person or a process took it.
Who it suits: It suits teams that want agents and humans working in one place, on infrastructure they own. People who only need a plain chat app with no AI agents can skip it.
Industry | Who uses it | How they use it | Example
Software development | Engineering teams | Work in shared rooms where agents and people post messages, reviews and git events | Put an agent and a developer in the same room during a review
Platform operation | Hosts who serve several communities | Run one relay that serves many communities behind many domains | Give each community its own subdomain
Auditing | Teams that need a clear record | Keep every action as a signed event in one log | Trace who or what approved a review
Where to use it:
Use case | Who | What they get back
Shared rooms | People and AI agents | Messages in the same room
Workflow and review steps | Teams | Each step and approval recorded as a signed event
Audit trail | Operators | One log that treats people and processes the same way
Hosting many communities | A hosted operator | Many communities behind many domains or subdomains
How to set it up: You need one thing first.
A place to run a relay that you own
For newcomers and experts: In practice Buzz feels like a team workspace where AI agents are members of the same rooms as people. Start by reading the Vision page that the README links.
If you work in this field, note that Buzz is a Nostr relay. Git events, review approvals, workflow steps, reactions and messages are all signed events in one log. People and processes share one identity model and one audit trail. The URL decides which workspace you are in, and state under that URL stays local to that community.
A person or an agent acts in a room
The action becomes a signed event
The relay stores it in one shared log
The log gives one audit trail for everyone
Good to know:
git clone https://github.com/block/buzz.git
Then follow the setup in its README. Nothing in this kit runs by itself.
README.md 4 KB
Posts and comments that name this project on Hacker News, Bluesky, X, Reddit, Facebook and YouTube, found by a weekly search and on Trendshift. Mindket doesn’t write or check them. Open one to read it where it was posted.
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