Worked on enhancing the reliability and latency resilience of the Autofix workflow within the snyk/snyk-ls repository, focusing on backend development using Go. Addressed challenges introduced by agentic LLM-based generation by extending the GetAutofixDiffs timeout from two to four minutes, ensuring that diff generation could complete reliably even under increased latency. This adjustment reduced client-side timeouts and improved the overall robustness of the editor integration. The work demonstrated a latency-aware approach to backend service tuning, emphasizing careful performance adjustments rather than feature expansion. Throughout the period, the primary focus remained on bug resolution and maintaining service stability in Go-based systems.