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

The Real Cost of Operating AI Agents

LLM-as-a-Judge

The ReAct Pattern in Production

Function Calling Maturity

Sandboxing Agent-Generated Code

Audit Trails for Autonomous Agents

Testing AI Agents

Multi-Agent Communication

CI/CD for LLM Applications

Build or Buy Your Agent Stack

Prompt Caching in Production

Why AI Benchmarks Don’t Predict Production

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