Agents
118d agoScaling Challenges for GLM-5 Coding Agents
Debugging GLM-5 at scale revealed critical bottlenecks in serving coding agents. Engineers faced severe latency spikes and memory leaks when managing long-context state across distributed clusters. These findings highlight the gap between model capability and production stability.
The Signal
Practitioners must prioritize efficient state management to prevent system crashes during complex, multi-step autonomous coding tasks.