Articles & Development Log
Follow the journey of building AI trading agents. Technical deep-dives, architecture decisions, and lessons learned from developing autonomous currency trading systems.
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Documentation
Market Agent — Concept (Sources & Scoring Logic)
Updated Apr 27, 2026
Portfolio Agent Concept
Updated Apr 27, 2026
Technical Analysis Agent Concept
Updated Apr 27, 2026
Trade lifecycle: entries, exits, and SL/TP management
Updated Apr 27, 2026
Agent Force 1 Decision Technical Guide
Updated Apr 27, 2026
Lightweight Candidate Checks (Detailed Notes)
Updated Apr 27, 2026
Closed-loop remediation (Phases 1–4)
Updated Apr 27, 2026
Telegram Bot Setup (Phone + Admin Panel)
Updated Apr 27, 2026
Trade Discipline Rules — System Hardening (April 25 2026)
Updated Apr 27, 2026
Orchestration + Technical Agent Trade Failure Analysis
Updated Apr 27, 2026
Trading Concepts and Definitions Guide
Updated Apr 27, 2026
About This Project
I'm Tony Mudau, and this is my journey building autonomous AI trading agents for currency markets. These articles document the technical challenges, architectural decisions, and lessons learned while developing a multi-agent system that combines technical analysis, fundamental analysis, sentiment analysis, and risk management.