Articles | Instructor for PHP

Draft support replies from your knowledge base in PHP

Use InstructorPHP retrieval and structured output to draft support replies from approved policy evidence, check source references, and hand off when evidence is missing.

retrieval structured outputs customer support PHP

Oct 1, 2026

Typed AI decisions in PHP with TypeSafe

Use InstructorPHP to turn support messages and structured state into bounded choices, scores, and probabilities while PHP keeps control of policy and side effects.

structured decisions TypeSafe PHP

Sep 17, 2026

Observing a Tool-Using Agent in PHP

How to see agent steps, tool calls, continuation decisions, terminal state, and verified side effects with InstructorPHP.

agents observability tool calling InstructorPHP

Jul 20, 2026

Observability, Logging, and Telemetry

How to see what happened inside structured-output calls, validation retries, logs, and traces.

observability logging telemetry InstructorPHP

Jul 11, 2026

Structured Output Validation Loops

How to turn model responses into typed PHP data that application code can trust.

structured outputs validation Laravel

Jun 8, 2026

Turn LLM Output Into Data You Can Trust

A PHP take on Jason Liu's talk: use your own classes and validators to make model output safe to store, route, and bill against.

structured outputs validation PHP

Jan 15, 2026