Engineering Insights

Deep dives into Agentic Architecture, LLM Systems, and Enterprise AI.

Featured Case Study

Architecting Multi-Agent Orchestration for Enterprise Finance

How we structured a scalable DAG of 15+ specialized agents to automate complex financial audits, reducing processing time by 80% while maintaining compliance.

author By Manohar Kumar · 8 min read
Infrastructure

Cost-Effective RAG at Scale

Implementing semantic caching and hybrid search to reduce API costs by 60% without sacrificing retrieval accuracy.

June 1, 2026
Evaluation

Building Automated Evaluation Pipelines

Why LLM-as-a-judge is the only scalable way to monitor production systems, and how to calibrate it against human baselines.

May 18, 2026
Strategy

The State of Agentic AI in 2026

An analysis of current capabilities, limitations, and near-term opportunities for enterprises adopting autonomous workflows.

May 2, 2026
Architecture

Fine-Tuning vs RAG: A Decision Framework

A practical guide to deciding when to inject knowledge via context window versus when to adapt model weights directly.

April 15, 2026