AI
AI automation & n8n
Connect tools, automate repetitive decisions, and keep humans in control where judgment matters.
- Workflow mapping
- API and MCP integrations
- Agent/RAG pipelines
- Error routes and alerts
- Documentation and handoff
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Services
Automation services with a defined scope and a maintainable handoff.
Choose a focused build: AI workflow automation, Python/bot integrations, or MQL5 trading-system engineering.
PY
Python bots & integrations
Scheduled jobs, Discord/Telegram bots, webhooks, data processing, and monitoring.
- Bot development
- Data collection and processing
- Cron and event-driven jobs
- Logging and basic monitoring
- Deployment guidance
M5
MQL5 system engineering
Translate explicit strategy rules into testable MT5 software with configurable execution and risk controls.
- Technical specification
- EA implementation
- Risk/execution parameters
- Backtest support
- Source and handoff options
How a build moves.
Scope first, then architecture, implementation, failure-path testing, and a documented handoff.
Diagnose the current process
Define the bottleneck, users, data, constraints, and success criteria.
Design the operating system
Map triggers, transformations, approvals, state, errors, and outputs.
Build and test the ugly paths
Validate inputs, retries, duplicates, missing data, rate limits, and recovery.
Deploy, document, and hand off
Provide operating notes, configuration, and next-iteration recommendations.