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ExternalSoftware Engineering
DZone

Containerizing and Testing a Python Backtesting System With Docker and GitHub Actions

Not long ago, I broke a backtest without changing a single line of code. I moved the script to a different machine—same OS, supposedly the same Python version — and the equity curve suddenly told a completely different story. Nothing in the logic had changed. The environment was the only obvious difference. That was the day I stopped treating the runtime environment as an afterthought and started treating reproducibility as part of the experiment itself.

DZoneRead original
ExternalCloud
Google Cloud Blog

What’s new in AI infrastructure and orchestration this month

At Google, AI is a soup-to-nuts endeavor. Obviously, we make leading AI models like Gemini and Nano Banana. We incorporate AI into the tools you use every day (think Gmail, BigQuery, AlloyDB, Google Cloud Code and Google Cloud Assist). We make software frameworks to help you build with AI, like Gemini Enterprise Agent Platform, JAX, or MaxTest. And we co-design the powerful infrastructure platform that runs underneath it all, including a broad range of standard compute, accelerators like TPUs an

AI & Machine LearningContainers & KubernetesCompute
Google Cloud BlogRead original
ExternalDevOps
Kubernetes Blog

Kubernetes v1.37 Sneak Peek

As we get closer to the release date for Kubernetes v1.37, the project develops and matures, features may be deprecated, removed, or replaced with better ones for the project's overall health. This blog outlines some of the planned changes for the Kubernetes v1.37 release that the release team feels you should be aware of for the continued maintenance of your Kubernetes environment and keeping up to date with the latest changes. The information below reflects the current status of the v1.37 rele

Kubernetes BlogRead original
ExternalSoftware Engineering
GitHub Blog

Don’t stop early: Case-folding source code at memory speed

How a branch-free loop and byte-space arithmetic let GitHub case-fold every byte of code search at >45 GiB/s on a single core. The post Don’t stop early: Case-folding source code at memory speed appeared first on The GitHub Blog.

Architecture & optimizationEngineeringOpen Source
GitHub BlogRead original
ExternalCybersecurity
SecurityWeek

In Other News: OpenAI Open Source Tool, AWS Links Hacks to North Korea, Mythos Crypto Research

Noteworthy stories that might have slipped under the radar: parcel delivery company OnTrac hacked, Adobe patches, UK Department for Education loses 607,000 records. The post In Other News: OpenAI Open Source Tool, AWS Links Hacks to North Korea, Mythos Crypto Research appeared first on SecurityWeek.

Artificial IntelligenceIn Other News
SecurityWeekRead original
ExternalAI
AWS Machine Learning Blog

Optimizing production agents with Amazon Bedrock AgentCore Observability

As your AI agents move from prototype to production, the challenge shifts from getting them to work to keeping them fast and efficient. Learn how to use Amazon Bedrock AgentCore Observability and Amazon CloudWatch to find performance bottlenecks and diagnose memory issues in long-running agent sessions.

Advanced (300)Amazon Bedrock AgentCoreTechnical How-to
AWS Machine Learning BlogRead original

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