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Spill

3 articles · Page 1 of 1
Ctrip Technology
Ctrip Technology
Jul 17, 2026 · Artificial Intelligence

From Demo to Production: How Our Java Agent Harness Fixes Common Pitfalls

Java agents often work in demos but crash in production due to stack mismatches, governance gaps, and runtime issues such as memory drift, large tool outputs, and lack of observability; the Spring‑Ai‑Trip harness adds progressive compression, spill protection, skill injection, hot‑plug tools, and concurrent execution to bridge the gap.

AI AgentJavaMemory Compression
0 likes · 31 min read
From Demo to Production: How Our Java Agent Harness Fixes Common Pitfalls
StarRocks
StarRocks
Nov 3, 2023 · Databases

How StarRocks’ Spill to Disk Boosts Query Stability and Performance

StarRocks introduces a spill-to-disk mechanism that writes intermediate results of heavy operators to disk, freeing memory and enabling stable execution of ETL and ad‑hoc queries, while combined with materialized views it dramatically improves query success rates and delivers up to 4.35× faster performance than Spark.

Big DataMaterialized ViewsSpill
0 likes · 10 min read
How StarRocks’ Spill to Disk Boosts Query Stability and Performance