Agentic AI

Every post draws on a system we engineered and still answer for in production, written by the engineers and leaders accountable for it, so each lesson has already been tested against real users and real auditors.

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Agentic AI27 July 2026

Human-in-the-Loop Data Capture

Most capture pipelines put the reviewer at the end of the line, where a finished extraction looks settled and gets waved through. Oversight earns its keep at the point the agent is unsure, which makes this a placement decision before it is a staffing one.

Shardul SinghCTORead the blog

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Agentic AI

Human-in-the-Loop Data Capture

AI Agent Architecture in Production

Why AI Agents Fail in Production

Agent Orchestration Patterns

LLM Tool Calling in Production

Evaluating AI Agents

Governing Agentic AI

Human-in-the-Loop Design

Agentic RAG: When Retrieval Becomes a Decision

Agent Memory Systems

LLMOps in Practice

LLM Cost Optimisation

Defending Agents Against Prompt Injection

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