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Technical Engineering Journal

Enterprise AI Engineering & Architecture

Evidence-based engineering deep-dives, architectural benchmarks, and system post-mortems authored by Founder & Principal AI Architect Umar Abbas and the Esaholic engineering team. Architecture deep dives, implementation notes, and engineering trade-offs from live builds covering deterministic multi-agent state machines, pgvector hybrid search, and private VPC inference.

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Latest Published Deep-Dives

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Pillar Guide
What Is Agentic AI? Definition, How It Works, Examples

Agentic AI is an artificial intelligence system that pursues goals independently, choosing the necessary steps and executing them with limited human supervision. Operating through a repeating loop of perception, reasoning, planning, and action, agentic AI uses large language models for reasoning and external software tools for action.

By Umar Abbas Read Deep-Dive →