Contributed targeted documentation enhancements to the tigerbeetle/tigerbeetle repository, focusing on adaptive routing architecture and safety concepts within distributed systems. The work involved updating Markdown-based technical documents to clarify how adaptive routing observes system outcomes and dynamically adjusts replication paths, referencing established distributed computing principles and congestion control research. Additional clarifications addressed replica failure scenarios related to network interfaces, improving the precision of technical communication. These updates strengthened onboarding processes and deployment planning by reducing ambiguity and aligning cross-team understanding. Demonstrated expertise in technical writing and distributed systems concepts, leveraging documentation skills to support safer, more efficient architectural adoption and rollouts.