News

1.
thenewstack.io
thenewstack.io > martin-fowler-on-preparing-for-ais-nondeterministic-computing

Martin Fowler on Preparing for AI’s Nondeterministic Computing

5+ hour, 17+ min ago  (818+ words) Martin Fowler, Thoughtworks chief scientist and long-time expert on object-oriented programming, views AI as the biggest shift in programming he has seen in his entire career. In an interview on the Pragmatic Engineer podcast, hosted by Gergely Orosz, Fowler admitted…...

2.
The New Stack
thenewstack.io > how-kafka-simplifies-application-integration-and-modernization

How Kafka Simplifies Application Integration and Modernization

How Kafka Simplifies Application Integration and Modernization6+ day, 5+ hour ago  (751+ words) Individual users and data engineers often build custom, batch-oriented data pipelines for specific use cases. Fragmentation, duplication and inconsistencies across these application data silos and pipelines prevent data sharing and reuse. Data locked up in a single application that can't…...

3.
The New Stack
thenewstack.io > tanstack-adds-framework-agnostic-ai-toolkit

TanStack Adds Framework-Agnostic AI Toolkit

TanStack Adds Framework-Agnostic AI Toolkit1+ week, 1+ day ago  (1071+ words) The TanStack team has added yet another piece to its stack: This time, it's the alpha release of a new framework-agnostic AI toolkit for developers called " guess what? " TanStack AI. "Let's be honest. The current AI landscape has a problem,…...

4.
The New Stack
thenewstack.io > from-etl-to-autonomy-data-engineering-in-2026

From ETL to Autonomy: Data Engineering in 2026

From ETL to Autonomy: Data Engineering in 20261+ week, 2+ day ago  (606+ words) Data engineering is being reinvented. The discipline that once centered on building and maintaining pipelines is becoming a more strategic role in which engineers architect systems, validate AI-generated code and play a greater role in business decisions. Two forces are…...

5.
The New Stack
thenewstack.io > are-transformers-hitting-a-wall-this-ai-learns-like-a-brain

A Frontier Model Built Like a Brain with Python and Rust

A Frontier Model Built Like a Brain with Python and Rust1+ week, 4+ day ago  (1455+ words) The team from Pathway believes that the transformer architecture developed eight years ago has reached its limits, which no amount of computing can overcome. Nor is there the power available to sustain itself. Further, there's a lack of temporal reasoning…...

6.
The New Stack
thenewstack.io > rethinking-data-integrity-why-domain-driven-design-is-crucial

Rethinking Data Integrity: Why Domain-Driven Design Is Crucial

Rethinking Data Integrity: Why Domain-Driven Design Is Crucial2+ week, 2+ day ago  (677+ words) Too often, developers are unfairly accused of being careless about data integrity. The logic goes: Without the rigid structure of an SQL database, developers will code impulsively, skipping formal design and viewing it as an obstacle rather than a vital…...

7.
The New Stack
thenewstack.io > your-ai-is-working-with-half-a-brain-you-need-the-other-half

Your AI Is Working With Half a Brain. You Need the Other Half

Your AI Is Working With Half a Brain. You Need the Other Half2+ week, 2+ day ago  (459+ words) We have all seen the headlines that enterprise AI is failing at a high rate. MIT has reported that 95% of GenAI pilots fail. OpenAI co-founder Andrej Karpathy recently said that true agentic AI could take another 10 years. The challenge is…...

8.
The New Stack
thenewstack.io > apache-wayang-makes-data-processing-a-cross-platform-job

Apache Wayang Makes Data Processing a Cross-Platform Job

Apache Wayang Makes Data Processing a Cross-Platform Job2+ week, 2+ day ago  (666+ words) Most data processing frameworks are built on a single execution engine. Not Apache Wayang. Last week, The Apache Software Foundation debuted the Wayang data processing framework as a top-level Apache project. Named after Indonesian puppet theater, Wayang is a data…...

9.
The New Stack
thenewstack.io > inception-labs-making-llms-faster-and-more-cost-efficient

Inception Labs: Making LLMs Faster and More Cost-Efficient

Inception Labs: Making LLMs Faster and More Cost-Efficient2+ week, 3+ day ago  (1134+ words) AI leader Andrej Karpathy said Inception Labs" approach to diffusion has the potential to differ in comparison to all the other large language models that lead the field, such as Claude and ChatGPT. That means something. And when Karpathy encourages…...

10.
The New Stack
thenewstack.io > a-guide-to-building-scalable-ai-agents

A Guide To Building Scalable AI Agents

A Guide To Building Scalable AI Agents2+ week, 6+ day ago  (770+ words) Things can unravel quickly when the right information doesn't reach the right person at the right time. These moments turn chaotic when systems aren't built to respond in real time. Automating this kind of experience requires more than just alerts…...