Blog
AI engineering insights, practical advice, and things I'm learning.
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
AI Agents
How to run Claude Managed Agents in self-hosted sandboxes
Learn how to deploy Claude Managed Agents using self-hosted sandboxes and MCP tunnels to securely execute tools and access private data.
Claude Managed Agents · Self Hosted Sandboxes · Mcp Tunnels
AI Agents
How to Control Agent Tool Execution via Genkit Middleware
Learn how to use Google's new Genkit Middleware to intercept model calls, implement human-in-the-loop tool approvals, and handle transient API failures.
Genkit Middleware · Agentic Workflows · Human In The Loop
AI Agents
How to Build Long-Running AI Agents With Google ADK 1.0
Google's Agent Development Kit 1.0 enables multi-day workflows that survive restarts. Learn to configure durable state machines and persistent session storage.
Google Adk · Durable Computing · State Machines
AI Agents
How to Build Multi-Agent CNC Workflows on AMD MI300X
Learn how to coordinate LangChain agents and Qwen 2.5 7B on the AMD MI300X to reduce CNC manufacturability analysis time from hours to seconds.
Amd Mi300x · Langchain · Qwen Model
AI Agents
How to Run Multi-Tenant Agents With Dynamic Workflows
Learn how to use Cloudflare Dynamic Workflows to execute durable, stateful operations for multi-tenant applications and long-running AI agents.
Cloudflare Workers · Multi Tenancy · Durable Execution
AI Agents
Google's 5-Day Vibe Coding Course Returns to Kaggle in June
Learn how to build production-ready agents and use natural language as a programming interface in Google's returning 5-day intensive course on Kaggle.
Vibe Coding · Google Kaggle · Agentic Workflows