Blog
AI engineering insights, practical advice, and things I'm learning.
AI Agents
ADK Adds Native Live Evaluation for Voice Agents
Learn how to evaluate real-time voice agents in Google ADK with audio simulation, trajectory rubrics, CLI automation, and ADK Web playback.
Voice Agents · Agent Evaluation · Google Adk · Real Time Ai
AI Agents
Claude Platform Makes Four Agent APIs Generally Available
Learn how to combine Claude's Files API, Skills API, Browser Use, and Computer Use into a production agent workflow.
Claude Api · Agentic Workflows · Computer Use
AI Agents
How to Secure AI Agents With Google ADK
Learn how to secure your autonomous workflows and prevent unauthorized actions using Google ADK's hardware-backed tool binding and execution logs.
Google Adk · Zero Trust · Ai Security
AI Agents
How to Secure MCP Traffic With Cloudflare Gateway
Learn how to use Cloudflare Gateway and Access to detect shadow MCP traffic, enforce network controls, and secure your exposed agent servers.
Mcp Protocol · Cloud Security · Cloudflare Gateway
AI Agents
How to Run a Streaming Data Loop With Strands Agents
Learn how to configure Strands Agents, Hugging Face Storage Buckets, and LeRobot to record, train, and deploy robotic policies in a continuous loop.
Robotics · Data Streaming · Policy Training
AI Agents
How to Deploy Claude Code Auto Mode in Production
Learn how to configure Claude Code's auto mode to run unattended agent workflows, set up defense-in-depth tool guards, and manage the safety classifier.
Claude Code · Autonomous Agents · Production Deployment
AI Agents
How to Build Portable Tools With Agent Plugins 1.0.0
Learn how to structure skills and MCP servers into a single Agent Plugin package that works natively across Cursor, Copilot, and Google Agents CLI.
Mcp Servers · Agent Plugins · Cursor Editor
AI Agents
How to Expose Site Tools to Agents With Cloudflare WebMCP
Cloudflare WebMCP lets you expose structured tools to browser-based AI agents without changing your origin code. Learn how to configure and register tools.
Cloudflare Webmcp · Ai Tool Calling · Agentic Workflows
AI Agents
How to Secure MCP Servers With Cloudflare WriteGuard
Configure Cloudflare WriteGuard to enforce granular access policies, audit agent actions, and implement human-in-the-loop approvals for your MCP servers.
Mcp Protocol · Cloud Security · Cloudflare Writeguard
AI Agents
How to Deploy AI Agents With Cloudflare OS
Cloudflare OS lets you build secure AI applications and deploy automated agents within your own infrastructure.
Cloudflare Os · Agentic Workflows · Deployment Infrastructure
AI Agents
How to Build Self-Debugging AI Agents With Cloudflare ADLC
Learn how to deploy, debug, and manage autonomous coding workflows using Cloudflare's new Agent Development Lifecycle and Local Explorer API tools.
Cloudflare Adlc · Autonomous Workflows · Agentic Systems
AI Agents
How to Scale Real-Time Agents With Session-Aware Load Balancing
Manage long-lived multimodal AI streams and prevent dropped connections by implementing application-level session tracking in your routing architecture.
Real Time Ai · Load Balancing · Multimodal Streams
AI Agents
How to Orchestrate AI Agent Runtimes With @cloudflare/computer
Learn to deploy and scale autonomous AI agents using @cloudflare/computer to dynamically switch between fast isolates and full Linux containers.
Cloudflare Computer · Agentic Infrastructure · Serverless Runtimes
AI Agents
How to Build Modular Agent Skills in Genkit Go
Learn how to package agent capabilities into modular bundles using Genkit Go to reduce token consumption and prevent context window bloat.
Genkit Go · Modular Agents · Token Optimization
AI Agents
How to build ordering agents with DoorDash dd-cli
Learn how to configure the new DoorDash dd-cli to enable autonomous food ordering and real transaction processing for your AI workflows.
Autonomous Agents · Doordash Api · Command Line Interface
AI Agents
How to Scale AI Agents with Modular Prompt Transpilation
Learn how to replace fragile monolithic system prompts with Google's modular prompt transpiler to build, validate, and deploy scalable AI agents.
Prompt Engineering · Modular Architecture · Agentic Systems
AI Agents
How to Build Reliable Agents With Ai2's Shippy Architecture
Learn how to implement the Shippy agent architecture using distinct personas, versioned skills, and deterministic CLI tooling for reliable AI deployments.
Agentic Workflows · Shippy Architecture · Deterministic Ai
AI Agents
How to Build Stateful AI Agents With the Genkit Agents API
Learn how to manage multi-turn conversation state and automate tool execution loops in your full-stack applications using the new Genkit Agents API.
Genkit · Stateful Agents · Tool Execution
AI Agents
How to Automate Agent Evaluation With Google Quality Flywheel
Learn how to configure Google's new Agent Quality Flywheel skill to automate evaluation, grading, and prompt optimization for your AI coding agents.
Automated Evaluation · Google Cloud · Prompt Optimization
AI Agents
How to Build Graph-Based Workflows With Google ADK Go 2.0
Learn how to migrate from rigid DAGs to dynamic, stateful AI agent graphs using Google's new ADK Go 2.0 workflow engine and Human-in-the-Loop primitives.
Google Adk · Graph Based Workflows · Multi Agent Systems