Playbooks from the studio
Practical writing on Claude harnesses, RAG, automation, and shipping agentic products.
Shipping Claude Agentic Harnesses: Tools, Evals, and Guardrails
A studio view of production agentic systems: Claude in a harness with tools, evals, and human gates, not a demo chatbot.
From Plugin Thinking to Agentic Systems: Why Operators Need a Harness
Custom integrations still matter, but production AI for operators is a harness: policy, tools, and evals around Claude.
RAG for Enterprise Chatbots: Grounding Claude with an Eval Harness
Production RAG is a pipeline plus an eval harness. InferentCloud grounds Claude in your docs before the chatbot goes live.
Workflow Automation with Claude Agents: Triggers, Tools, and ROI
Agentic workflow automation uses Claude inside a harness: triggers, tools, retries, and approvals measured against a baseline.
SEO for an Agentic AI Agency Site: Metadata, Schema, and Speed
Agency sites still need crawlable HTML, unique metadata, and honest schema. InferentCloud treats SEO as part of product quality.
Prompts Are Not the Product: System Instructions Inside a Claude Harness
Prompt work belongs in versioned harness config: system rules, schemas, retries, and regression evals.