Caching AI Responses in Laravel to Reduce Cost and Latency
A practical guide to caching AI responses in Laravel with safe cache keys, TTL strategy, stale-while-revalidate, invalidation rules, and audit-friendly metadata.
33 articles
Artificial Intelligence and Machine Learning integration with PHP/Laravel. Learn about LLMs, RAG systems, vector databases, AI-powered features, and building intelligent applications.
A practical guide to caching AI responses in Laravel with safe cache keys, TTL strategy, stale-while-revalidate, invalidation rules, and audit-friendly metadata.
A practical guide to choosing between full-text search, semantic search, and RAG for blogs, docs, and knowledge bases, including cost, complexity, and reliability trade-offs.
A practical guide to building semantic search for a Laravel Markdown blog with embeddings, chunking, metadata, ranking signals, indexing flow, and search-quality evaluation.
A practical guide to the biggest mistakes teams make when using AI to write production Laravel and PHP code, including domain context, authorization, queries, failure paths, and operability.
A practical editing workflow for turning rough AI drafts into clear, accurate, and publishable technical blog posts without losing your judgment or voice.
A practical set of AI prompt templates for writing SEO titles, meta descriptions, and search-friendly introductions for technical blog posts.
A practical workflow for using AI to draft technical blog posts faster while keeping your tone, accuracy, and editorial judgment intact.
A practical guide to writing AI prompts for debugging hard Laravel bugs using hypotheses, evidence, cache context, queue flow, and verification-first thinking.
A practical guide to using AI for PHP and Laravel code review, covering mechanical findings, review prompts, quality illusions, maintainer checklists, and real workflow risks.
A practical guide to integrating OpenAI into Laravel with service-first architecture, prompt builders, testing strategy, logging, timeouts, caching, and future-proof boundaries.
A practical look at AI in Laravel workflows through productivity, technical debt, code review, testing, architecture, and the metrics teams should actually track.
Build Laravel applications with voice commands - from speech-to-text with OpenAI Whisper, natural language processing, to text-to-speech and realtime voice chat.
Guide to integrating AI code review into CI/CD pipelines. Automatically review pull requests, detect bugs, security issues, and suggest improvements with GPT/Claude.
Comprehensive guide to fine-tune LLM models to create a coding assistant specialized in PHP and Laravel. From dataset preparation, training, to deployment with Laravel.
Learn prompt engineering from a PHP developer's perspective. System prompts, structured output, few-shot examples, chain-of-thought, tool use patterns, and real Laravel integration examples that reduce API costs and improve reliability.
Build a production-ready AI chatbot in Laravel with real-time streaming responses. Server-Sent Events, OpenAI/Anthropic integration, conversation memory, rate limiting, and a clean Blade UI with zero JavaScript frameworks.
Create standalone command-line applications powered by AI using Laravel Zero. Interactive prompts, streaming LLM responses, tool-use, and distributable PHAR binaries.
Understand MCP — the open standard for connecting AI models to external tools and data sources. Build an MCP server in PHP that exposes your Laravel app's capabilities to AI assistants.
Go beyond simple LLM API calls. Build AI agents in Laravel that use tools, maintain memory, reason in loops, and take actions — with practical code examples.
Part 1 of the Claude Code tutorial series: introducing the claude-howto repository, learning roadmap, and overview of 10 main features.
Part 10 of the series: Plugins & Advanced Features - combining all features for a complete workflow.
Part 2 of the series: Learn Slash Commands in Claude Code - how to create custom commands to speed up your daily workflow.
Part 3 of the series: Learn Memory in Claude Code - how to use CLAUDE.md to store context and conventions across sessions.
Part 4 of the series: Learn Checkpoints in Claude Code - how to save and restore session state for safe experimentation.
Part 5 of the series: Learn the Claude Code CLI - how to use it from command line for automation and scripting.
Part 6 of the series: Learn Skills in Claude Code - reusable capabilities that are automatically triggered based on context.
Part 7 of the series: Learn Hooks in Claude Code - event-driven automation to automate workflows.
Part 8 of the series: Learn MCP Protocol in Claude Code - how to connect with external tools and APIs.
Part 9 of the series: Learn Subagents in Claude Code - how to create and use specialized AI assistants.
A masterclass in Function Calling. Teach AI to execute PHP code, query databases, and perform complex workflows autonomously.
A comprehensive guide to implementing Retrieval-Augmented Generation (RAG) in Laravel. From chunking strategies to vector retrieval and LLM context injection.
Beyond simple API calls. Streaming responses, handling timeouts, managing context windows, and using standard packages like Prism.
Implement TF-IDF and Vector Space Model search purely in PHP and SQLite. No API keys, no monthly costs, just math.