Archive: 2025/09
- Mark Chomiczewski
- Sep, 26 2025
- 7 Comments
NLP Pipelines vs End-to-End LLMs: When to Use Composition vs Prompting
NLP pipelines and end-to-end LLMs aren't rivals-they're teammates. Learn when to use each for speed, cost, accuracy, and creativity-and how top teams combine them to get the best of both worlds.
- Mark Chomiczewski
- Sep, 8 2025
- 6 Comments
Caching and Performance in AI-Generated Web Apps: Where to Start
Caching AI responses can slash latency by 80% and cut costs by 60-70%. Learn how to start with Redis or MemoryDB, choose the right caching type, avoid common pitfalls, and make your AI app feel instant.
- Mark Chomiczewski
- Sep, 5 2025
- 6 Comments
How to Write Maintainable Prompts that Produce Maintainable Code
Learn how to write prompts that generate clean, documented, and team-friendly code. Stop fixing AI-generated code and start building code that lasts with clear, specific, maintainable prompts.
- Mark Chomiczewski
- Sep, 1 2025
- 5 Comments
LLMOps for Generative AI: Build Reliable Pipelines, Monitor Performance, and Stop Drift Before It Breaks Your App
LLMOps keeps generative AI systems accurate, safe, and affordable. Learn how to build reliable pipelines, monitor performance in real time, and stop model drift before it breaks your app or costs you millions.