KapitaalBot — Autonomous Trading Infrastructure Experiment
KapitaalBot is a transparent experiment in autonomous trading infrastructure, algorithmic trading, and software-driven risk management.
The project explores how an AI-assisted trading engine can process real-time market data, select trade routes, and enforce execution under strict risk rules.
Rather than betting on a single strategy, KapitaalBot tackles a more fundamental question:
How do you build a trading system that only executes trades when they are technically, economically, and operationally justified?
The system runs live and continuously processes market data. Decisions are logged, and development is shared publicly.
What KapitaalBot explores
KapitaalBot acts as a route-selection and execution engine.
Among other things, the system analyses:
- real-time market data
- tradability and liquidity
- spreads and market friction
- multiple time horizons
- execution constraints
- software-driven risk management
Every potential trade must pass several filters, including:
- data freshness
- market liquidity
- regime context
- execution safety
- position and exposure limits
Execution is allowed only when a route clears all of these layers.
Often that means the system deliberately does nothing.
Why support matters
KapitaalBot is built and tested independently.
Support makes it possible to:
Keep infrastructure running
- 24/7 servers
- real-time WebSocket data ingest
- databases and logging
- monitoring and observability
- security and backups
Run realistic tests
Trading at small size is disproportionately affected by transaction costs and market friction.
More test capital makes it possible to:
- test execution more realistically
- reduce the relative fee impact
- analyse how the system behaves as scale changes
That is not a marketing claim — it follows from market microstructure.
Kraken referral (stated transparently)
You can sign up with Kraken using my referral link: invite.kraken.com (referral)
If someone opens an account via this link and trades, I may receive a referral fee.
That fee is added to the test capital in my own KapitaalBot environment and helps fund further development.
This is entirely separate from donations.
Important disclaimer
KapitaalBot is not:
- asset management
- investment advice
- a financial product
- a profit-sharing scheme
Anyone who trades on their own does so through their own exchange account and at their own risk.
Past results do not guarantee future outcomes.
Project facts (at a glance)
- Project
- KapitaalBot
- Type
- Autonomous trading infrastructure experiment
- Focus
- algorithmic trading, risk management, execution control
- Data
- real-time market data processing
- Architecture
- route selection and execution engine
- Status
- live test environment and ongoing development