Blog
AI engineering insights, practical advice, and things I'm learning.
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 · Copilot Extensions
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
AI Agents
How to Build Autonomous GRC Agents With Anecdotes
Learn how to build and orchestrate continuous compliance monitoring agents using the Anecdotes Agent Studio and its Model Context Protocol integration.
Autonomous Agents · Compliance Automation · Grc Engineering
AI Agents
Local LLMs Hit 88% Accuracy Triaging OpenClaw Pull Requests
Learn how to build a local AI triage system for GitHub repositories using Hugging Face Text Generation Inference, smolagents, and Command R.
Local Llms · Github Automation · Smolagents
AI Agents
How to Build Single-File Agents With IBM's CUGA Framework
Learn how to manage execution loops, state tracking, and secure tool invocations using the CUGA agent harness and its new FastAPI application templates.
Ai Development · Ibm Cuga · Agent Harness
AI Agents
How to Deploy Cloudflare Workers via Temporary Accounts
Learn how to use Wrangler 4.102.0 to provision 60-minute temporary Cloudflare environments for autonomous AI agents without authentication hurdles.
Cloudflare Workers · Wrangler Deploy · Autonomous Agents
AI Agents
How to Benchmark Custom AI Agent Tools via Hugging Face
Learn how to evaluate open-weights models against your proprietary APIs using Hugging Face's private benchmarking framework and sandboxed environments.
Hugging Face · Benchmarking · Open Weights
AI Agents
How to Build Hybrid Agent UIs With A2UI v0.9 and MCP
Learn how to architect hybrid agent interfaces by combining declarative A2UI intent payloads with iframe-based Model Context Protocol applications.
Hybrid Agent Ui · Model Context Protocol · Mcp Apps