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Full Stack Caching Tradeoffs: Avoiding Stale UI States at Scale
A practical, experience-backed critique of full stack caching layers (DB, Redis, CDN, and client) and how they cause stale UI states in production—plus concrete patterns for safe invalidation, revalidation, and versioned cache keys.
Latest Articles
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Laravel Multitenancy: Database Isolation Without Packages
Implement database-per-tenant multitenancy in Laravel without packages using a landlord DB, tenant resolver middleware, runtime connection switching, tenant-aware models, and safe handling for queues and migrations.
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Laravel API Versioning: Designing Backward-Compatible APIs With Minimal Overhead
Learn practical Laravel API versioning strategies that preserve backward compatibility with minimal duplication. Compare URL vs header vs additive evolution, implement version negotiation, shims, deprecation headers, and contract tests.
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Building AhCalc: A Solar and Battery Sizing Tool People Actually Use
Behind the scenes of building AhCalc, a React 19 + TypeScript solar and battery sizing calculator designed to be instant, shareable, backend-free, and actually useful—covering the product decisions, tradeoffs, and implementation patterns that made it work.
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AI Semantic Search vs Keyword Search: Choosing the Right Approach for Your App
Learn when keyword search beats AI semantic vector search (and when it doesn’t). Compare cost, latency, failure modes, and implementation patterns—including hybrid search with pgvector—for choosing the right approach in your app.
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Claude Code Context Windows: Managing Large-Scale Codebases Efficiently
A field guide to Claude Code context window management for large Laravel/PHP and full-stack repos: tiered context packs, selective indexing, retrieval workflows, and practical examples to avoid confidently wrong refactors.
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Laravel Custom Casts: Simplifying Complex Data Transformations in Eloquent
Learn how to build reusable Laravel custom attribute casts to handle complex Eloquent data transformations like Money value objects and versioned JSON settings, with real-world patterns, tradeoffs, and tests.
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Agentic Dev: Building Reliable Multi-Agent Rollbacks to Prevent Cascading Failures
Explore effective rollback and compensation patterns for multi-agent workflows in agentic development to prevent cascading failures and maintain system consistency.
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Laravel Testing Complex Domain Logic Without Over-Mocking
Learn how to test complex Laravel domain workflows without brittle over-mocking. Use real database state, Laravel fakes, and workflow-focused tests to validate behavior, side effects, and transaction safety reliably.