A maturity model for taking agents from an impressive demo to a system people can depend on — with a self-assessment and the map to a deep-dive on each layer.

Lobsters

Oct 19

Wine ported to OpenBSD

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InfoQ

Oct 19

Pinterest Uses Event Time Watermarks to Finalize Petabyte Scale Data Partitions

Pinterest has introduced event time-based partition finalization for its database ingestion framework. The mechanism uses Apache Flink to track event time and Apache Iceberg metadata to publish a non-regressing watermark, helping downstream jobs determine when continuously…

InfoQ

Oct 19

JEP 543 Finalizes Structured Concurrency in JDK 28, Ending Seven Preview Rounds

JDK 28 finalizes structured concurrency through JEP 543, with no API changes from JDK 27. Teams on JDK 27 only need to drop --enable-preview and recompile. Code written for JDK 25 or 26 must adapt to the R_X exception type parameter, ExecutionException wrapping, and the…

The New Stack

Oct 19

DeepSeek made its name with cheap AI models. Now it’s undercutting search API rivals, too.

Not content with challenging the major frontier AI labs with lower-cost models, Chinese AI company DeepSeek is setting its sights The post DeepSeek made its name with cheap AI models. Now it’s undercutting search API rivals, too. appeared first on The New Stack .

Lobsters

Oct 19

Hanami, Why?: Model Citizens

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Stack Overflow blog

Oct 19

Production-grade LLMs and agents: a field guide

A maturity model for taking agents from an impressive demo to a system people can depend on — with a self-assessment and the map to a deep-dive on each layer.

Lobsters

Oct 19

Wine ported to OpenBSD

Comments

InfoQ

Oct 19