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Mattheus Private Beta Is Now Open

FEATURED

Why Trading Agents Need Context

FEATURED

Why Trading Agents Need Context

Mattheus Research Notes

Direct notes on trading agents, testing, execution, permissions, and market infrastructure.

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RESEARCH

Why Trading Agents Need Context

A strategy cannot improve if its goals, tests, positions, and outcomes disappear after every run.

RESEARCH

Why Trading Agents Need Context

A strategy cannot improve if its goals, tests, positions, and outcomes disappear after every run.

MARKET STRUCTURE

From Intelligence to Liquidity

Trading intelligence matters only when an agent can reach fragmented markets without rebuilding execution venue by venue.

MARKET STRUCTURE

From Intelligence to Liquidity

Trading intelligence matters only when an agent can reach fragmented markets without rebuilding execution venue by venue.

AGENT WORKFLOWS

The Continuous Trading Loop

Research, test, monitor, approve, execute, and learn with the same context carrying into the next iteration.

AGENT WORKFLOWS

The Continuous Trading Loop

Research, test, monitor, approve, execute, and learn with the same context carrying into the next iteration.

TESTING

Why Mattheus Starts Paper First

Before live capital enters the loop, paper trading helps validate strategies, permissions, and failure modes.

TESTING

Why Mattheus Starts Paper First

Before live capital enters the loop, paper trading helps validate strategies, permissions, and failure modes.

SECURITY

Guardrails Before Execution

Permissions, risk limits, and approvals keep agentic trading useful without silently expanding authority.

SECURITY

Guardrails Before Execution

Permissions, risk limits, and approvals keep agentic trading useful without silently expanding authority.