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An agent orchestration diagram: a Support Agent delegating to Refunds, Orders, and Account specialist sub-agents
May 30, 2026 Multi-Agent Orchestration in Laravel: When You Actually Need It The Laravel AI SDK lets one agent delegate to another. Most teams reach for it too early. Here's when sub-agents earn their place, the three gotchas that bite you, and how to test the hand-off.
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An emerald shield deflecting a malicious prompt away from a database and a tool, illustrating prompt-injection guardrails in a Laravel AI app
May 30, 2026 Prompt-Injection Guardrails in Laravel: Defend the Tools, Not the Prompt You can't out-prompt an attacker — to the model, your instructions and a malicious ticket are the same text. Here's where guardrails actually live in a Laravel AI app: the tools, the middleware, and the output.
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Evals in Laravel — a Laravel AI SDK eval suite in a terminal showing green PASS rows, one red FAIL, and an 88% pass-rate bar
May 29, 2026 Evals in Laravel: How to Prove Your AI Output Is Actually Good Your Laravel AI tests prove the code runs. They don't prove the output is good. Here's how to eval a real feature with the AI SDK: a golden dataset, an LLM judge you build yourself, and a regression gate that catches a bad prompt before your customers do.
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A dark-mode Livewire chat UI with an AI reply streaming in token by token, built on the Laravel AI SDK
February 18, 2026 Laravel AI SDK + Livewire: Build a Streaming Chat Interface Every Livewire AI chat tutorial uses the raw OpenAI client. This one uses the official Laravel AI SDK — streaming, conversation memory, and production fixes.
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A terminal running php artisan test with four green PASS rows and zero API calls, testing Laravel AI SDK features
February 17, 2026 Testing AI Features in Laravel: The Most Underrated Part of the SDK The Laravel docs show you the testing API. This post shows you what to actually test — prompt construction, chained agents, error handling, cost control, and the scenarios nobody covers.
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