Blog
AI engineering insights, practical advice, and things I'm learning.
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 · Agentic Workflows
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
AI Agents
How to Automate Zero Trust via Cloudflare One Stack Agents
Learn how to automate Zero Trust migrations and map security policies using the new AI agent skills in the Cloudflare One stack.
Zero Trust · Cloudflare One · Agentic Workflows
AI Agents
How to Deploy Strands Agents to Robot Hardware via LeRobot
Learn how to use AWS Strands Agents and Hugging Face LeRobot to deploy vision-language-action policies from MuJoCo simulations directly to physical hardware.
Robotics · Computer Vision · Hardware Deployment
AI Agents
How to Govern Cursor Agent Autonomy With Auto-Review
Configure Cursor's Auto-review classifier to manage agent permissions, evaluate tool context, and prevent unauthorized actions without approval fatigue.
Cursor Ai · Agentic Workflows · Governance And Security
AI Agents
How to Chain Hugging Face Spaces Using the /agents.md Endpoint
You will learn how to orchestrate text-to-image and 3D modeling tools by chaining Hugging Face Spaces together using the universal markdown tool interface.
Hugging Face · Agentic Workflows · Api Orchestration
AI Agents
How to Expose the Hugging Face Hub to Coding Agents via hf CLI
Learn how to use the newly redesigned hf CLI to provide coding agents like Claude Code and Cursor with direct access to Hugging Face models and datasets.
Hugging Face · Cli Tools · Agentic Workflows
AI Agents
How to Automate Desktop Workflows With Claude Cowork
Learn how to configure Claude Cowork to execute multi-step desktop tasks using local file access, markdown skills, and built-in workspace connectors.
Desktop Automation · Workflow Optimization · Claude Cowork
AI Agents
How to Extend Reachy Mini Capabilities With Remote MCP Tools
Learn how to extend the Reachy Mini robot using remote Model Context Protocol tools hosted on Hugging Face Spaces without modifying local application code.
Robotics · Mcp Protocol · Hugging Face Spaces
AI Agents
How to Orchestrate Parallel Subagents in Claude Code
Learn how to use dynamic workflows in Claude Code to manage up to 1,000 parallel subagents, handle resumable state, and optimize your Opus 4.8 API costs.
Claude Code · Parallel Orchestration · Dynamic Workflows