Blog
AI engineering insights, practical advice, and things I'm learning.
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 · Natural Language Programming
Ai Coding
OpenAI Codex Desktop Adds 90 Plugins and Reusable Skills
Learn how to configure OpenAI Codex plugins and reusable skills to automate desktop tasks and connect your coding workflows to external data sources.
Openai Codex · Workflow Automation · Plugin Architecture
Ai Engineering
Google Graduates LiteRT NPU Acceleration to Production
Learn how to configure LiteRT for hardware-accelerated on-device AI inference using Google's production-ready NPU capabilities.
Litert · On Device Ai · Npu Acceleration
Ai Agents
How to Refactor Monolithic Agents with Google ADK
Learn how to transition monolithic prompt scripts into production-ready multi-agent pipelines using Google's Agent Development Kit and the Agent2Agent protocol.
Multi Agent Systems · Google Adk · Agent To Agent Protocol
Ai Agents
Build Korean AI Agents with Nemotron Synthetic Personas
Learn how to use NVIDIA Nemotron-Personas-Korea to ground AI agents in authentic South Korean demographics, cultural norms, and honorifics.
Nvidia Nemotron · Synthetic Data · Sovereign Ai
Ai Agents
Build a Multi-Agent AI Code Review System with OpenCode
Learn how Cloudflare uses specialized AI agents and OpenCode to automate security, performance, and compliance reviews across thousands of repositories.
Opencode · Automated Code Review · Ci Cd Automation
Ai Engineering
Build Real-Time Voice Agents with Cloudflare Agents SDK
Learn how to integrate low-latency voice interactions into your AI agents using Cloudflare's new @cloudflare/voice package and Durable Objects.
Cloudflare Workers · Voice Ai · Stt
Ai Engineering
Build a Fast Multilingual OCR with Nemotron-OCR-v2
Learn how to deploy NVIDIA Nemotron-OCR-v2 for high-speed document extraction across six languages using synthetic data and GPU acceleration.
Nvidia Nemotron · Multilingual Ocr · Synthetic Data
Ai Engineering
Train Multimodal Sentence Transformers for Visual Retrieval
Learn how to finetune multimodal embedding and reranker models for text, image, and audio using the updated Sentence Transformers library.
Sentence Transformers · Multimodal Ai · Embedding Models
Ai Agents
Build AI Agent Search with Cloudflare AI Search
Learn how to use Cloudflare AI Search to simplify RAG pipelines with hybrid vector search, automated indexing, and native MCP support for AI agents.
Cloudflare Workers · Rag Pipeline · Hybrid Search
Ai Engineering
How to Deploy Enterprise MCP with Cloudflare Workers
Learn to secure and scale Model Context Protocol deployments using Cloudflare’s reference architecture for remote MCP servers and centralized portals.
Model Context Protocol · Cloudflare Workers · Ai Agents
Ai Engineering
How to Use Subagents in Gemini CLI
Learn how to build and orchestrate specialized AI subagents in Gemini CLI to prevent context rot and improve development speed using isolated expert loops.
Gemini Cli · Ai Agents · Google Gemini
Ai Engineering
How to Automate Workflows with Claude Code Routines
Learn how to use Claude Code's new routines to schedule tasks, trigger API workflows, and automate GitHub PR reviews on cloud infrastructure.
Claude Code · Anthropic · Ai Automation
Ai Engineering
How to Create and Use One-Click Skills in Google Chrome
Convert your favorite Gemini AI prompts into automated browser macros with Google's new Skills feature for one-click productivity on any webpage.
Google Chrome · Gemini Ai · Browser Automation
Ai Engineering
How to Use the New Unified Cloudflare CLI and Local Explorer
Learn how to use Cloudflare's new cf CLI and Local Explorer to streamline cross-product development and debug local data for AI agents and human developers.
Cloudflare Cli · Local Explorer · Ai Agents
Ai Engineering
How to Implement Multi-Agent Coordination Patterns
Learn five production-grade architectural patterns for multi-agent systems to optimize performance, hierarchy, and context management in AI engineering.
Multi Agent Systems · Claude Code · Orchestration
Ai Engineering
How to Use Symbolic Execution for Automated BPF Analysis
Learn how Cloudflare uses the Z3 theorem prover to instantly generate magic packets and reverse-engineer BPF bytecode for security research.
Symbolic Execution · Z3 Solver · Bpf Bytecode
Ai Engineering
How to Implement the Advisor Strategy with Claude
Optimize AI agents by pairing high-intelligence advisor models with cost-effective executors using Anthropic's native advisor tool API.
Anthropic Claude · Ai Agents · Model Routing
Ai Engineering
How to Use Multimodal Sentence Transformers v5.4
Learn to implement multimodal embedding and reranker models using Sentence Transformers for advanced search across text, images, audio, and video.
Hugging Face · Sentence Transformers · Multimodal Rag
Ai Engineering
How to Use Subagents in Claude Code
Learn how to use modular subagents in Claude Code to isolate context, delegate specialized tasks, and optimize costs with custom AI personas.
Claude Code · Anthropic · Ai Agents