Trustworthy AI Agents: Agent-Native Observability
5 minutes
Traditional telemetry cannot explain LLM reasoning. Agent systems need semantic-level visibility: reasoning graphs, tool-call chains, …
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Architecting Your Data and AI Pipelines
5 minutes
Transform your data pipelines into a resilient engine for AI. Learn how to architect a modern DataOps framework on GCP with BigQuery, …
Modern Data Architectures, An Opinion on Best Practices for Scalability and Security
5 minutes
What are the core principles and best practices for building a modern data architecture? Our opinion on scalable design patterns, security …
Transforming Data into Insights: Building an AI-First Cloud Strategy
6 minutes
How to build an AI-first cloud strategy, integrating scalable architectures, data governance, and machine learning for actionable insights.
Data Driven Advertising Optimization: Integrating AI
4 minutes
How Sakura's advanced analytics and machine learning optimizes advertising campaigns. We deliver robust data pipelines, scalable cloud …
Deploying a Medallion Architecture on Azure, Part 1: Terraform, Azure Data Factory, and Change Data Capture
6 minutes
Learn to deploy a medallion architecture on Azure using Databricks, Azure Data Factory, and Terraform. Master data ingestion with Change …
Demystifying Data Mesh
10 minutes
Understand Data Mesh principles, tools, and best practices for implementing a decentralized data architecture. Learn when and how to apply …
A Modern Data Strategy: Medallion Architectures on DigitalOcean
5 minutes
A modern, scalable, and efficient data analytics pipeline that transforms raw data into actionable insights, utilizing DigitalOcean's …
Tools for Financial Data Scientists
4 minutes
TileDB, PrestoDB, TensorFlow, Dask, Zarr, and Apache Arrow can transform data management and analytics in the financial industry, enhancing …
The Latest from DigitalOcean: Managed Kafka, more Droplet choices, GPUs for AI/ML apps, and more
7 minutes
Google Cloud Next 2023, Google Cloud, Sakura Sky, Duet AI, BigQuery, GitLab, GCP, Vertex AI, Cloud Technology, Artificial Intelligence, …
Azure Data Factory, Azure Databricks, and Azure SQL Server: A Focus on Change Data Capture and Medallion Architecture
3 minutes
Azure services like Data Factory, Databricks, and SQL Server offer significant benefits when aligned with the Medallion Architecture.
The Medallion Architecture in a Data Lakehouse
4 minutes
Medallion architecture is a design pattern for data lakehouses that helps organizations effectively manage and analyze data at scale.