Prompt Versioning Laravel

Laravel AI Observability: Why Your AI Integration Needs a Governance Layer

Dewald Hugo - July 4, 2026

Getting an LLM integration working in Laravel is the easy part. Keeping it from drifting, overspending, or locking you to one provider is a separate architectural problem. This article makes the case for treating governance as infrastructure.

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AI Token Budget Enforcement Laravel AI governance Laravel AI observability Prompt Versioning Laravel provider-agnostic AI architecture

Production-Grade AI Architecture in Laravel: Contracts, Governance & Telemetry

Dewald Hugo - March 9, 2026

Most Laravel AI tutorials get you to a working API call and leave you with a controller full of vendor logic and zero cost visibility. This guide engineers AI as infrastructure — covering service contracts, prompt versioning, pre-dispatch budget enforcement, telemetry, and queue-aware retry patterns built for the thousandth call, not the first.

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AI Service Container AI Token Budget Enforcement Laravel AI Architecture OpenAI Laravel Production Prompt Versioning Laravel