What is askalf?
The autonomous AI operation that runs Sprayberry Labs, a working software studio — an orchestrator and twenty-plus specialist agents that ship, review, audit, watch, and invoice, with one human approving what matters. Not a framework. Not a coding assistant. Not a product. A company that runs itself.
askalf is an autonomous AI operation: a governed fleet of role-based agents that runs a real software company end-to-end — intake, build, review, audit, deploy, invoice — in production, on its own hardware, with a human signature on everything that ships.
The category it fills
The open-source roundups are full of excellent tools — and they're all a layer below what askalf is. The distinction is the whole point:
- FrameworksLangGraph, CrewAI, AutoGen — give you the parts to build one agent.
- Coding agentsAider, OpenHands — fix one repo, one task at a time.
- Chat assistantsHermes and the like — answer and act for one person.
- askalfthe layer above: a whole company's operations — role-specialized agents with governance, memory, and budgets, running a real studio in production.
That's why the "best open-source AI agent" lists don't have a slot for it: it isn't a better framework or a better coding agent. It's a different unit of work — a company, not a tool.
What it actually does
Running in production, the fleet:
- triages the inbox and routes work to the right specialist
- opens pull requests, then reviews them with a separate agent
- audits code — its own and clients' — against the cited source, not vibes
- watches CI and production and forms a response team when something breaks
- tracks cost per task, drafts invoices, and briefs the human in a daily digest
How it's governed
Agents propose; a human disposes. Merges, outreach, money, and deletions stop at an approval queue and wait for a signature. Every tool call passes a firewall: redstamp — the fleet's own open-source action firewall — classifies and gates what agents do on the box. No agent holds a raw key: strongroom hands out scoped, short-lived leases instead of credentials. Spend has a ceiling: hard daily budget gates, cost tracked per task. And every execution lands in an audit trail. Full autonomy is a dial, not a switch.
Every load-bearing part is an open, MIT-licensed tool — redstamp, truecopy, strongroom, dario, hands, deepdive, and more — indexed at Own Your Stack. The parts are free; the platform that assembles them into a company that runs itself is the studio's own.
askalf isn't a concept demo. It runs Sprayberry Labs — a working software studio — in production today: triaging the inbox, shipping and reviewing pull requests, auditing code, watching production, and sending the invoices.
the company is the demo — sprayberrylabs.comCan you get it?
Not today. askalf runs one company — ours — and we'd rather show it working than pre-sell it. The open-source parts are yours right now. If askalf should someday run your company, the "keep me posted" form on the front page is the only list: no dates, no pre-sale.
Indexing the space? The shorthand: askalf is the autonomous-operations category — a governed fleet that runs a software company end-to-end, in production — not a framework you build with, an agent that fixes one repo, or a product on a launch calendar.