Guides

Evergreen, production-first writeups that explain how I think about RAG systems, Laravel AI integration, and agent orchestration.

Guide

RAG Systems Explained: When to Use RAG vs Fine-Tuning for Business AI

Decision framework + architecture patterns for choosing RAG vs fine-tuning—plus cost/latency trade-offs and production checklists.

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Guide

Laravel AI Integration (Production Guide): Queues, Idempotency, Audit Logs

Queue-first Laravel AI architecture with real Controller→Service→Job code, idempotency, audit logs, observability, and cost controls.

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Guide

AI Agent Frameworks in 2026: LangChain vs AutoGen vs CrewAI vs Custom (Operator Guide)

Pick the right agent framework in 2026 (or skip frameworks entirely) using a pragmatic rubric: guardrails, cost, observability, and real workflows.

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