Blog
AI engineering insights, practical advice, and things I'm learning.
Ai Engineering
gr.Workflow Turns AI Pipelines Into Deployable APIs
Learn how to model, debug, expose, and deploy multi-step AI pipelines with Gradio Workflow and daggr.
Gradio · Ai Pipelines · Workflow Automation · Api Deployment
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
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 Engineering
How to Run Late Interaction Models in Sentence Transformers 6.0
Learn how to load ColBERT and ColPali multi-vector models using the new MultiVectorEncoder in Sentence Transformers v6.0 for fine-grained document retrieval.
Sentence Transformers · Vector Search · Late Interaction
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 Engineering
How to Export Custom Geospatial Embeddings via OlmoEarth Studio
Learn how to extract custom Earth observation embedding vectors as Cloud-Optimized GeoTIFFs using the new export workflow in OlmoEarth Studio.
Geospatial Ai · Embedding Extraction · Earth Observation
Ai Engineering
How to Run Gemma 4 E2B on Raspberry Pi 5 with LiteRT
Deploy the Gemma 4 E2B model locally on a Raspberry Pi 5 using the LiteRT-LM runtime for real-time edge workflows and robotics.
Edge Ai · Raspberry Pi · Litert
Ai Engineering
How to Distill Large Models With CompactifAI Top-K Logits
Learn how to use Multiverse Computing's CompactifAI to distill large language models locally using offline Top-K logits and Fused Chunked KL loss.
Knowledge Distillation · Large Language Models · Model Compression
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 Engineering
Why Local AI Belongs in Your Personal Tech Stack
Cloud AI access is conditional. A local model gives you a private, offline capability that remains available when networks and providers fail.
Local Ai · On Device Ai · Offline Ai
Ai Engineering
How to Audit a Local AI App's Privacy
A practical audit for local AI inference, storage, network requests, optional tools, encryption, deletion, and offline behavior.
Local Ai · Privacy · On Device Ai
Ai Coding
How to run Claude Code locally with self-hosted containers
Deploy Claude Code v1.4.0 execution environments to your own infrastructure to secure agent workflows and reduce file operation latency.
Claude Code · Self Hosting · Containerization
Ai Coding
How to Cut Token Costs with the Cursor Compass Router
You will learn how to configure Cursor's request-level routing modes to reduce inference costs while maintaining frontier model performance.
Cursor Editor · Token Optimization · Model Routing
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