Blog: Agentic AI, Claude and Automation

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Articles & Insights

Articles on agentic AI, Claude harnesses, RAG pipelines, workflow automation, and production ML.

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.

November 20, 202512 min read

Agentic AI

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.

January 15, 202410 min read

Knowledge

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.

September 10, 202512 min read

Automation

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.

July 5, 202511 min read

Studio

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.

May 18, 202510 min read

Agentic AI

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.

March 22, 202510 min read

Agentic AI

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.

November 20, 202512 min read

Agentic AI

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.

January 15, 202410 min read

Agentic AI

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.

March 22, 202510 min read

Knowledge

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.

September 10, 202512 min read

Automation

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.

July 5, 202511 min read

Studio

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.

May 18, 202510 min read