Tagged articles

automated debugging

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Jun 10, 2026 · Artificial Intelligence

HarmonyOS Opens AI Stability Diagnosis: Multi-Agent Cuts Debug Time to Minutes

HarmonyOS and Xiaohongshu co-built and open-sourced an AI-powered stability diagnosis platform using a Skill+MultiAgent architecture that reduces complex fault analysis from hours to minutes, covering freeze, crash, and leak scenarios with automated log parsing, code context correlation, and fix generation, proven by Xiaohongshu's 8x efficiency gains.

AI diagnosisDFXHarmonyOS

0 likes · 10 min read

HarmonyOS Opens AI Stability Diagnosis: Multi-Agent Cuts Debug Time to Minutes

JD Tech

Nov 5, 2025 · Artificial Intelligence

How JoyCode Agent Achieved 74.6% Pass@1 on SWE‑bench Verified and Ranked Top‑3 Globally

JoyCode Agent, an AI‑driven multi‑agent system, secured a 74.6% pass@1 rate on the SWE‑bench Verified benchmark, placing it in the global Top‑3 while cutting computational resource usage by 30‑50% through a novel patch‑test co‑generation and iterative verification pipeline.

AIAgent ArchitecturePatch Generation

0 likes · 34 min read

How JoyCode Agent Achieved 74.6% Pass@1 on SWE‑bench Verified and Ranked Top‑3 Globally

Alibaba Cloud Developer

Nov 28, 2024 · Backend Development

How Xianyu Automates Exception Log Tracking to Pinpoint Bugs Instantly

The Xianyu team built an automated exception‑log tracking system that scans pre‑release logs, extracts stack information with regex, maps errors to Git file paths and commit authors, and automatically assigns precise bug tickets to developers, dramatically cutting debugging time and cost.

Git-integrationautomated debuggingexception handling

0 likes · 7 min read

How Xianyu Automates Exception Log Tracking to Pinpoint Bugs Instantly