Browse Wide Web Blog articles in Developer Ai, with practical insights for modern digital creators.
How to safely expose Laravel apps to AI agents using RBAC and organization‑scoped MCP tools: service accounts, tool registries, policies, and operational controls.
A pragmatic framework for testing LLM-powered features: how to design automated and semi-automated pipelines, run CI-friendly evaluations, build regression suites, and monitor quality over time.
Practical patterns for running multiple LLMs in production: routing rules, fallback strategies, ensemble patterns, and how to balance cost vs latency to meet SLOs.
A practical guide to building auditable AI agents in Laravel: structured AI audit logs, provenance chaining, and GDPR-ready retention and redaction controls.
Practical patterns for organizing prompt templates in Laravel: building a prompt library, versioning strategies, and test-driven workflows that keep agents reliable in production.
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