Blog
Notes on engineering, performance and applied AI from the LW Forge team.
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Offline-first mobile architecture: a practical guide
Offline-first mobile architecture in practice: what changes in your data layer, the sync strategies that actually work, and when this investment pays off.
July 20, 2026 · 3 min read -
LLM integration best practices for production products
LLM integration best practices for shipping AI features that survive contact with production: architecture, cost control, evaluation, and guardrails.
July 20, 2026 · 4 min read -
MVP development: what to cut and what to never cut
MVP development done right: what can safely be left out of the first version, what should never be cut, and a simple test to know if your MVP is ready.
July 20, 2026 · 3 min read -
How to apply AI in my business without burning the budget
How to apply AI in your business so it actually pays off: where applied AI delivers real returns, and the warning signs a project will just burn budget.
July 20, 2026 · 3 min read -
Native vs cross-platform app development: how to decide
Native vs cross-platform app development: the real differences in cost, timeline, and experience, and a simple framework for choosing the right path.
July 20, 2026 · 3 min read -
Staff augmentation vs outsourcing: choosing the right model
Staff augmentation vs outsourcing: what each model actually means, who owns the outcome, and a decision framework for choosing your engineering partner.
July 19, 2026 · 3 min read -
Core Web Vitals: why your site feels slow on mobile
Failing Core Web Vitals usually trace back to render-blocking resources. How to find and fix them — and move your mobile score from the 50s into the 90s.
July 19, 2026 · 3 min read -
How much does it cost to develop an app? Real ranges
How much does it cost to develop an app in 2026? Realistic price ranges by complexity, the variables that drive your budget, and where you can safely save.
July 19, 2026 · 3 min read