According to @ItsDave_ADA, a self-built set of strategy bots has been contributing to Cardano on-chain activity with a primary focus on DEX arbitrage and has been running for years, with the shared snapshot reflecting the last few minutes of activity, source: @ItsDave_ADA on X, Dec 16, 2025. The system is end-to-end custom for Cardano, covering strategy logic, execution, monitoring, and tooling, source: @ItsDave_ADA on X, Dec 16, 2025. Key trading features include dynamic pool discovery, token discovery, event tracking such as Liquidity Pool creation, comprehensive batcher transaction tracking, cross-DEX price calculations, and mempool monitoring, source: @ItsDave_ADA on X, Dec 16, 2025. The disclosure highlights active arbitrage infrastructure across most Cardano DEXs with real-time monitoring for execution and pricing, source: @ItsDave_ADA on X, Dec 16, 2025.

According to @ItsDave_ADA, a self-built suite of Cardano (ADA) strategy bots focused mainly on DEX arbitrage has been running for a long time, with a fresh real-time snapshot shared via video on Dec 16, 2025 (source: @ItsDave_ADA on X, Dec 16, 2025). The stack covers end-to-end strategy logic, execution, monitoring, and tooling built specifically for Cardano and intended to contribute to on-chain activity (source: @ItsDave_ADA on X, Dec 16, 2025). Key real-time features include dynamic pool discovery, token discovery, liquidity-pool-creation event tracking, full batcher-transaction tracking, cross-DEX price calculations, and mempool monitoring (source: @ItsDave_ADA on X, Dec 16, 2025). For traders, this confirms active DEX arbitrage execution across Cardano venues and the availability of cross-DEX pricing signals within ADA’s on-chain market microstructure (source: @ItsDave_ADA on X, Dec 16, 2025).