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DuskOS
About DuskOS
DuskOS is an agentic financial operating system that replaces manual trading with an autonomous AI workforce. It connects to a user’s brokerage account and deploys a swarm of specialized agents—Researchers, Technical Analysts, and Risk Managers—that operate 24/7 without emotional bias. The system reads news, analyzes charts, and executes trades directly in the brokerage, with execution capped at 10 orders per second to prioritize intelligence over speed. Users define their strategy in plain English, such as swing-trading technology stocks with a 2% maximum drawdown, and the Brain Agent dynamically builds and deploys a custom team of sub-agents to execute the plan. The platform emphasizes capital preservation, entering Observation Mode when volatility or poor setups are detected, and provides real-time reasoning logs for review. It operates non-custodially, meaning user capital remains in the brokerage account and is never held by DuskOS. The system includes a memory engine that builds a continuous knowledge graph of market conditions, news impact, and strategy performance, allowing the AI to avoid repeating contextual mistakes.
Key features
- Agentic swarm with specialized sub-agents
- Plain-English strategy input
- Real-time reasoning logs
- Observation Mode for capital preservation
- Memory engine for continuous learning
- Multi-brokerage support
- Swing-trade and mean-reversion strategies
- Compute-credit-based pricing model
Use cases
- Swing-trading technology stocks with predefined risk limits
- Automated portfolio management with 24/7 market monitoring
- Paper trading to test strategies before live deployment
Pros
- Deploys specialized AI agents (Researchers, Analysts, Risk Managers) for portfolio management
- Operates 24/7 with zero emotional bias and no manual oversight required
- Non-custodial execution—capital remains in user’s brokerage account
- Memory engine that compounds intelligence over time
- Supports both paper trading and live trading across multiple brokerages
Cons
- No free tier available; requires paid subscription
- Limited to supported brokerages (Alpaca, Zerodha, Upstox)
- Execution capped at 10 orders per second, not suitable for high-frequency strategies
- Paper trading by default; live trading requires upgrade
Frequently asked questions about DuskOS
What is DuskOS and how does it work?
DuskOS is an agentic financial operating system that deploys a swarm of specialized AI agents—Researchers, Technical Analysts, and Risk Managers—to autonomously manage trading strategies. It connects to a user's brokerage account and executes trades directly while prioritizing capital preservation and intelligence over speed.
Who is DuskOS designed for?
DuskOS is designed for traders and investors seeking to automate their strategies without emotional bias. It suits users who prefer a non-custodial approach, where capital remains in their brokerage account, and those who want to define strategies in plain English without coding.
How does DuskOS handle capital preservation?
DuskOS enters Observation Mode when high volatility or poor setups are detected, pausing trading to protect capital. It also caps execution at 10 orders per second to avoid impulsive decisions and uses real-time risk management to enforce user-defined constraints.
What brokerages does DuskOS support?
DuskOS supports brokerages such as Alpaca, Zerodha, and Upstox, allowing users to securely connect their existing accounts via API for seamless integration.
Does DuskOS charge a percentage of profits?
No, DuskOS does not take a percentage of profits. It operates on a monthly subscription model with a pool of Compute Credits, where users pay for the computational resources consumed by their AI agents.
How do I get started with DuskOS?
To get started, connect your brokerage account via API, define your strategy in plain English, and let the Brain Agent deploy a custom swarm of agents. The platform provides real-time reasoning logs for review and supports paper trading before live execution.