Blog Archive
MLflow Observability for Google ADK
Learn how to use MLflow Tracing to observe and debug Google ADK agents and tools using OpenTelemetry.
Coding with AI using the Agent Development Kit (ADK) and llms.txt
Learn how to enhance your AI coding assistants with the Agent Development Kit documentation using the llms.txt standard across popular tools.
Designing Agent Skills for DevOps and Platform Teams
A practical design approach for Agent Skills in DevOps contexts, focusing on reducing operational errors, enforcing standardized procedures, and maintaining strong security controls.
Designing Agent Skills for Enterprise Environments
A comprehensive guide on balancing operational efficiency, standardized architecture, and security when designing AI Agent Skills for organizations.
Managing Agent Data Access and Permissions in the Enterprise
A comprehensive guide to building secure and capable AI agents using Defense in Depth, Sandboxing, and Organizational Governance.
Integrating vLLM with Google ADK: A High-Performance Local LLM Guide
Learn how to leverage vLLM to host high-performance local LLMs and integrate them seamlessly with Google ADK using LiteLLM.
Preventing SQL Injection in AI Agents
Learn effective strategies to prevent SQL injection attacks through prompt injection in AI agent systems, including semantic layers and least privilege principles.
Semantic Layer: The Critical Bridge Between AI Agents and Enterprise Data
Exploring how a Semantic Layer acts as an architectural bridge, allowing AI agents to interact with enterprise data safely, accurately, and with business awareness.
Generating Embeddings with Pydantic AI
A comprehensive guide on how to generate embeddings using Pydantic AI across multiple providers like OpenAI, Google, Cohere, Bedrock, and VoyageAI.
Multi-Agent Technical Book Publishing System: Automating the Lifecycle with Google ADK
Explore a production-grade implementation for automating the lifecycle of a technical book using the Google Agent Developer Kit (ADK), featuring a layered cognitive approach with specialized agents.
Understanding Parallel Agents in Google ADK
Learn how Parallel Agents in Google ADK leverage concurrency to speed up complex workflows and manage independent sub-agents efficiently.
The Rise of Digital Coworkers: Navigating the Era of Enterprise AI Agents
Exploring how AI Agents are evolving from chatbots into digital coworkers that drive organizational efficiency through planning and execution.