--- title: Blog url: https://morleymedia.dev/blog --- # Blog Articles on app development, AI integration, security, and fintech from Morley Media. Secure, production-ready software since 2011. ## [How Much Does It Cost to Build an MVP in 2026](https://morleymedia.dev/ai/blog/how-much-does-it-cost-to-build-an-mvp.md) - Date: 2026-07-03 - Category: Strategy - URL: What actually drives the cost to build an MVP in 2026, from projects we have put into production, and where the honest advice is to build less. ## [You're Not Getting the Most Out of LLMs](https://morleymedia.dev/ai/blog/getting-the-most-out-of-llms.md) - Date: 2026-06-23 - Category: AI - URL: LLMs are good at some things and bad at others. Getting more out of them comes down to matching the tool to the task and running the model in a setup that can actually do work, not just a chat window that talks. ## [Frontier Models vs Local Inference: How to Choose](https://morleymedia.dev/ai/blog/frontier-models-vs-local-inference.md) - Date: 2026-06-11 - Category: AI - URL: What frontier models and local inference each offer, the trade-offs in data control, cost, and jurisdiction, and the benchmark numbers the labs report. ## [Build vs Buy: When to Build Software and When to Buy SaaS](https://morleymedia.dev/ai/blog/build-vs-buy.md) - Date: 2026-06-02 - Category: Strategy - URL: AI tools have made building software feel easy, which makes knowing when not to build it more important than ever. A practical way to decide between bespoke software, off-the-shelf SaaS, and a wrapper around an existing tool. ## [What AI Platforms Do for You: A Founder's Map of the 2026 Ecosystem](https://morleymedia.dev/ai/blog/what-ai-platforms-do-for-you.md) - Date: 2026-06-02 - Category: AI - URL: A plain map of the AI ecosystem in 2026, from chat assistants to coding agents to work platforms, judged by the three capabilities that decide whether a tool actually helps: a real browser, script execution, and MCP extensibility. ## [How AI Memory Actually Works: Context Windows and RAG](https://morleymedia.dev/ai/blog/how-ai-memory-actually-works.md) - Date: 2026-04-20 - Category: AI - URL: LLMs don't remember you. Every response is a cold start. Understanding context windows, compaction, RAG, and platform memory systems will make you a dramatically better AI user. ## [Metaprompts: Share Context Between AI Tools](https://morleymedia.dev/ai/blog/metaprompts-transfer-context-between-ai-systems.md) - Date: 2026-04-20 - Category: AI - URL: A metaprompt is a prompt one AI session writes for another. How to carry project context between ChatGPT, Claude, and other AI tools without starting over. ## [AI Data Residency: Canadian PIPEDA & Law 25 Rules](https://morleymedia.dev/ai/blog/ai-data-residency-canadian-regulatory-requirements.md) - Date: 2026-04-15 - Category: Compliance & Security - URL: What Canadian compliance frameworks require for AI infrastructure: PIPEDA, Quebec's Law 25, the CLOUD Act problem, and the federal data sovereignty push. ## [AI Data Residency: UK & EU GDPR and AI Act Guide](https://morleymedia.dev/ai/blog/ai-data-residency-uk-eu-regulatory-requirements.md) - Date: 2026-04-15 - Category: Compliance & Security - URL: What UK and EU rules require for AI infrastructure: GDPR cross-border transfers, the EU AI Act, UK divergence, and when self-hosted inference is needed. ## [AI Data Residency: US HIPAA, GLBA & FedRAMP Guide](https://morleymedia.dev/ai/blog/ai-data-residency-us-regulatory-requirements.md) - Date: 2026-04-15 - Category: Compliance & Security - URL: What US compliance frameworks actually require for AI infrastructure: sector-by-sector breakdown of HIPAA, GLBA, FedRAMP, and the state privacy patchwork. ## [AI Data Residency: When Cloud APIs Fall Short](https://morleymedia.dev/ai/blog/ai-data-residency-when-cloud-apis-dont-meet-your-compliance-requirements.md) - Date: 2026-04-15 - Category: Compliance & Security - URL: Data residency vs. data sovereignty, the CLOUD Act problem, self-hosted GPU infrastructure, and what it actually takes to keep on-premise AI running. ## [Is Your Codebase Holding Your Business Back?](https://morleymedia.dev/ai/blog/how-to-tell-if-your-codebase-is-holding-your-business-back.md) - Date: 2026-04-06 - Category: Engineering - URL: Every new feature takes longer, bugs keep returning, and nobody can explain why. Here's how to tell if your codebase is the bottleneck. ## [5 Fintech Compliance Mistakes That Cost Startups Millions](https://morleymedia.dev/ai/blog/fintech-compliance-mistakes.md) - Date: 2026-02-26 - Category: Compliance & Security - URL: These compliance oversights have shut down fintech startups and cost founders millions. Avoid the most expensive regulatory mistakes. ## [Integrating LLMs into Your Next.js App](https://morleymedia.dev/ai/blog/ai-integration-react-apps.md) - Date: 2026-02-19 - Category: AI - URL: How to add LLM APIs to a Next.js app: Vercel AI SDK vs LangChain vs direct calls, SSE streaming, cost management, and when you need a Python backend. ## [Why Startups Struggle with Technical Execution](https://morleymedia.dev/ai/blog/startup-development-mistakes.md) - Date: 2026-02-12 - Category: Strategy - URL: The biggest technical failures don't start with bad code. They start with rushed planning, unrealistic timelines, and poor leadership communication. ## [The Real Challenges of Scaling Next.js](https://morleymedia.dev/ai/blog/nextjs-scaling-challenges.md) - Date: 2026-02-05 - Category: Engineering - URL: Next.js assumes it runs as a single instance. Multiple replicas break that model in predictable ways. Here's what fails and how to fix it. ## [A 15-Point Security Checklist That Startups Often Ignore](https://morleymedia.dev/ai/blog/saas-security-checklist.md) - Date: 2026-01-29 - Category: Compliance & Security - URL: Fifteen security checks for startups, from access control and data protection to monitoring and compliance, and why each one gets harder to add the longer you wait.