Identity follows the work.
A verified login becomes an internal owner ID, private database records, and a restricted Bifrost key. Readable names connect the activity in Langfuse and Bifrost without changing the underlying account or budget.
FROM IDEA TO ONGOING WORK / SEPTEMBER 2026
How the pieces
become a coworker.It starts
with you.
One workspace for asking, making, and delegating.
Open-source tools provide the capabilities.
Our custom integrations make them work together.
A journey from an idea to an ongoing coworker.
The tools behind it, one step at a time.
Working pilot · September 2026
THE USER JOURNEY
CORE SERVICES · ONE SHARED HOST, PRIVATE WORK PER USER
Functions first. Tools underneath. Click either to explore.Arrows show relationships, not live traffic.
Open sourceCustom / OSS + customExternal serviceWork Control / telemetry
THE CUSTOM CONNECTIONS
What makes this one system.
The custom code concentrates on identity, continuity, and permission. Each open-source service keeps a clearly defined job.
The browser can close.
PostgreSQL stores the conversation, sources, documents, job and preferences. pg-boss and the custom scheduler dispatch work. Checkpoints and saved results let a coworker continue across sessions and worker restarts.
Useful autonomy has boundaries.
Public URL access and isolated Python give the worker useful tools. Sharing binds to an approved revision and destination, or an explicit recurring-report grant. Mattermost receipts preserve the link back to the work.
FUNCTION → TOOL → INTEGRATION
A job for every piece.
A compact inventory of the working stack.
Select a function to see its role and connections.
| Core function | Tool / service used | Our integration |
|---|
No matching components. Try another name or choose Everything.
The current shape
A small shared deployment demonstrates private workspaces, background reports, recovery and team delivery. More API or worker capacity can be added with further infrastructure work; autoscaling and high availability are not implemented.
Room to grow
The current experience combines public web sources, isolated analysis, recurring reports and Mattermost delivery. Local model hosting, email connectors and authenticated website access are possible next steps; they are not part of the current demo.
Behind the build.
A human-led build with Claude Code and Codex.
Claude Code
- elapsed time
- 34h 10m
- tokens processed
- ≈1.10B
MODELSFable 5.1 · Sonnet 5 · Opus 5 · Haiku 4.5
Codex
- elapsed time
- ≈29h 53m
- tokens processed
- ≈197M
CORE MODELGPT-6 Astra
Session snapshots · 13 September 2026. Tokens include cached context read across repeated requests. Elapsed times overlap and include pauses.