Guides and build notes

Engineering guides and product build notes

Practical notes on AI chatbots, Laravel plugins, workflow automation, product design, WebGL experiments, and production web development.

20 articles covering product decisions, implementation tradeoffs, and operational details.

Evaluating a Laravel AI chatbot for Filament?

Use the product overview for fit and requirements, or test the running Filament demo before you visit the marketplace.

Guide
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25 min read

The Hidden Cost of Repetitive Customer Questions: A Practical Automation Guide for Small Teams

Learn how small teams can reduce repetitive customer questions with self-service support, maintained knowledge, workflow routing, and safe AI assistance.

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Guide
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20 min read

Running a Laravel AI Support Bot in Production: Quality, Costs, and Operations

Learn how to run a Laravel AI support bot in production: measure answer quality, maintain RAG sources, review conversations, trace workflows, control costs, and roll out safely.

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Laravel AI Chatbot with API Calls: Safe Tool-Using Workflows thumbnail
21 min read

Laravel AI Chatbot with API Calls: Safe Tool-Using Workflows

Build a Laravel AI chatbot that calls APIs safely with tool validation, connector profiles, RAG, permissions, run tracing, and Filament workflows.

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Laravel Agentic Chatbot Architecture: RAG, Tools & Workflows thumbnail
11 min read

Laravel Agentic Chatbot Architecture: RAG, Tools & Workflows

Plan an agentic chatbot architecture in Laravel and Filament with grounded knowledge, visual workflows, safe tools, API connectors, widgets, and traceable automation.

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How to Make a GIF from Video, Images, or a Screen Recording thumbnail
6 min read

How to Make a GIF from Video, Images, or a Screen Recording

A practical guide to making clean, lightweight GIFs from video, images, existing animations, and screen recordings.

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Chat with PDFs and Documents thumbnail
4 min read

Chat with PDFs and Documents

Learn how FileTalky helps users chat with PDFs, documents, videos, and images to summarize content, ask questions, and accelerate learning.

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Unlock the Power of Visual Content thumbnail
4 min read

Unlock the Power of Visual Content

Discover how chatting with images can enhance learning and productivity, and explore the benefits and applications of this innovative technology.

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AI Agents for Customer Support Automation thumbnail
7 min read

AI Agents for Customer Support Automation

Learn what AI agents are, how they work, and how they support customer service, automation, workflows, and business operations.

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Interactive Data Globe: How to Visualize Global Product Data on a Website thumbnail
4 min read

Interactive Data Globe: How to Visualize Global Product Data on a Website

A practical guide to using a WebGL data globe for offices, routes, coverage, launch reports, and editorial storytelling without slowing down the whole page.

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Website Chatbot for Lead Qualification and Human Handoff thumbnail
6 min read

Website Chatbot for Lead Qualification and Human Handoff

Design a website chatbot that answers questions, qualifies leads, collects appointment context, and hands valuable conversations to a person.

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AI Customer Support Workflows for Small Businesses thumbnail
7 min read

AI Customer Support Workflows for Small Businesses

Map practical AI customer support workflows for small businesses, from grounded answers and intake to routing, escalation, and human follow-up.

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What Is an Agentic Chatbot in Laravel? thumbnail
5 min read

What Is an Agentic Chatbot in Laravel?

Learn what an agentic chatbot is, how it differs from a normal AI or RAG chatbot, and when Laravel teams should use workflows in Filament.

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Laravel AI Chatbot: Build vs Buy Guide thumbnail
4 min read

Laravel AI Chatbot: Build vs Buy Guide

Decide whether to build a Laravel AI chatbot or buy a Filament plugin, with checks for RAG, widgets, workflows, security, operations, and cost.

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How to Choose a Filament AI Plugin for Laravel thumbnail
4 min read

How to Choose a Filament AI Plugin for Laravel

Choose the right Filament AI plugin category for Laravel by comparing grounded chatbots, agentic workflows, copilots, content tools, and operational requirements.

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Laravel RAG Chatbot with pgvector for Filament thumbnail
7 min read

Laravel RAG Chatbot with pgvector for Filament

Build or choose a Laravel RAG chatbot for Filament with URL and file ingestion, pgvector or Chroma, citations, widgets, and source management.

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Filament Image Editor for Spatie Media Library thumbnail
4 min read

Filament Image Editor for Spatie Media Library

Learn when a Laravel admin panel needs a Filament image editor, how it fits Spatie Media Library workflows, and what to check before building your own editor.

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Designing AI Workflows in Filament: Branching, APIs & Handoff thumbnail
3 min read

Designing AI Workflows in Filament: Branching, APIs & Handoff

Design controlled AI workflows in Filament for support routing, branching, API calls, lead qualification, human handoff, and run tracing.

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How to Evaluate a Filament AI Chatbot Plugin thumbnail
5 min read

How to Evaluate a Filament AI Chatbot Plugin

Evaluate a Filament AI chatbot plugin with a practical checklist for grounded knowledge, widgets, workflows, connectors, security, operations, and support handoff.

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Laravel AI Chatbot Widget for Filament thumbnail
4 min read

Laravel AI Chatbot Widget for Filament

Learn what a production-ready Laravel AI chatbot widget needs: signed tokens, domain allowlists, RAG answers, public embeds, and Filament controls.

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Agentic Chatbot vs RAG Chatbot for Filament thumbnail
5 min read

Agentic Chatbot vs RAG Chatbot for Filament

Compare RAG and agentic chatbot plugins for Laravel Filament, and decide whether you need knowledge-base answers or workflow automation.

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