2 min read
Reflex Triggers: Building Automated Data Workflows
Reflex triggers are the heart of Data Activator. Today I'm diving deep into building sophisticated automated workflows that respond to your data.
Blog
Thoughts on data engineering, cloud architecture, and technology. 2205 articles and counting.
Showing 24 of 2205 posts — page 32 of 92
1 min read
Data Activator GA: Automated Actions from Data
Data Activator monitors your data and triggers actions when conditions are met: A Reflex is a Data Activator item containing: Objects : Entities to monitor…
1 min read
Real-Time Dashboards in Microsoft Fabric
Real-time dashboards bring your streaming data to life. Today I'm exploring how to build effective real-time visualizations in Fabric.
1 min read
KQL Querysets in Microsoft Fabric
KQL Querysets are the analysis layer of Real-Time Intelligence in Fabric. Today I'm exploring how to write effective KQL for real-time analytics.
1 min read
Eventhouses in Microsoft Fabric: Deep Dive
Eventhouses are the foundation of Real-Time Intelligence in Fabric. Today I'm exploring their architecture and capabilities in depth.
1 min read
Microsoft Fabric June 2024 Updates: Real-Time Intelligence GA
Real-Time Intelligence is Fabric's answer to streaming analytics, combining the power of Azure Data Explorer with the unified Fabric experience.
3 min read
Microsoft Build 2024 AI Recap: What It Means for Developers
Build 2024 was the most AI-focused Build ever. The theme: AI is moving from demos to production.
1 min read
AI Agent Best Practices: Lessons from Production
AI Agent Best Practices: Lessons from Production
1 min read
Multi-Agent Architectures: Collaboration at Scale
Single agents have limits. Multi-agent systems multiply capabilities. Today I'm exploring architectures for agent collaboration.
1 min read
Memory and State Management in AI Agents
AI agents need memory to maintain context across interactions. Today I'm exploring how to implement effective memory systems.
1 min read
File Handling in AI Agents
AI agents often need to work with files - reading documents, processing data, generating outputs. Today I'm exploring safe and effective file handling patterns.
2 min read
Code Execution in AI Agents: Safe and Effective Patterns
Code execution is one of the most powerful capabilities for AI agents - and one of the most dangerous. Today I'm exploring how to implement it safely.
1 min read
Tool Use Patterns for AI Agents
Tools extend what AI agents can do beyond text generation. Today I'm exploring patterns for effective tool use in production agents.
1 min read
Agent Orchestration Patterns for Production
Building single agents is one thing. Orchestrating multiple agents for complex workflows is another. Today I'm exploring production-ready orchestration…
1 min read
Building AI Agents: From Simple to Sophisticated
AI agents are systems that can take actions autonomously to achieve goals. Today I'm exploring how to build agents from simple tool-using assistants to…
1 min read
Azure AI Agent Service Preview: Building Intelligent Agents
Azure AI Agent Service provides: Managed agent runtime No infrastructure to manage Built in tools Code execution, file handling, web search Memory…
1 min read
Tracing and Debugging AI Applications
Debugging AI applications is different from traditional software. Today I'm exploring tracing and debugging techniques for production AI systems.
1 min read
Evaluation Improvements in Azure AI Studio
Without proper evaluation: Models may hallucinate without detection Quality degrades silently over time Compliance violations go unnoticed User experience…
1 min read
Prompt Flow Improvements: Building Production AI Pipelines
Prompt Flow has evolved significantly since its introduction. Today I'm exploring the latest improvements for building production-ready AI pipelines.
1 min read
Azure AI Studio Updates at Build 2024
Azure AI Studio now provides a single pane of glass for: Model catalog browsing Prompt engineering Fine tuning Evaluation Deployment Monitoring
2 min read
Windows AI Recall: Photographic Memory for Your PC
Recall continuously captures screenshots of your activity and makes them searchable through AI. Think of it as a time machine for your digital life.
1 min read
DirectML: Hardware-Accelerated AI on Windows
DirectML is Microsoft's hardware-accelerated machine learning API that works across all DirectX 12 GPUs. Today I'm exploring how to leverage it for…
3 min read
GPT-4o: Multimodal AI Gets Real-Time
Total latency: 2-5 seconds. GPT-4o processes audio natively - 232ms average response time. That's human conversational speed. The model understands tone…
1 min read
ONNX Runtime: Cross-Platform AI Deployment
ONNX Runtime is the unsung hero of AI deployment. Today I'm exploring how to use it for consistent AI inference across platforms.