Prompt Engineering Checklist: 15 Things Before Going to Production
Prompt Engineering Checklist: 15 Things Before Going to Production I’ve seen 3 production agent deployments fail this month. All 3 […]
Machine Learning
5 API Rate Limiting Mistakes That Cost Real Money
5 API Rate Limiting Mistakes That Cost Real Money I’ve seen 3 production environments hit the skids this month. All
How to Create A Multi-Agent System with Mistral API (Step by Step)
How to Create A Multi-Agent System with Mistral API We’re building a multi-agent system using the Mistral API, and creating
Machine Learning
Why Most Agent System Architectures Miss the Mark
Architecture Mistakes and the Case of the Melting Server I remember this one time, back in the summer of ’22,
Hallucination Prevention Checklist: 15 Things Before Going to Production
Hallucination Prevention Checklist: 15 Things Before Going to Production I’ve seen 3 production agent deployments fail this month. All 3
How to Build A Rag Pipeline with FAISS (Step by Step)
How to Build A RAG Pipeline with FAISS We’re building a RAG pipeline that actually handles messy PDFs — not
Haystack Pricing in 2026: The Costs Nobody Mentions
After 4 months wrestling with Haystack in a medium-scale search project: the headline is, “Haystack pricing looks cheap, but hidden costs will empty your pockets faster than you think.”
Let me cut to the chase before you dream up architectures: Haystack’s pricing model is messier than a spaghetti junction. The open-source deepset-ai/haystack framework itself is
FastAPI vs Express vs Hono: Backend Showdown
FastAPI vs Express vs Hono: Backend Showdown
FastAPI currently holds a remarkable 96,522 GitHub stars. Express, a long-standing favorite, has a substantial following but lags behind FastAPI in this regard. Hono, the new kid on the block, is just starting to gather steam. But let’s not kid ourselves: stars don’t ship features, and when it
Activepieces vs Windmill: Which One for Side Projects
Activepieces vs Windmill: Which One for Side Projects
Activepieces is gaining traction with around 8,400 users across its platforms, while Windmill has amassed a user base of about 10,000. Numbers are interesting, but they only represent the tip of the iceberg when choosing tools for your side projects. I’ve used both and have my thoughts,
How to Set Up Ci/Cd with Milvus (Step by Step)
How to Set Up CI/CD with Milvus: A Step-by-Step Guide
Setting up CI/CD with Milvus can seem daunting, but it doesn’t have to be. In this tutorial, we’re building a system that streamlines the deployment of Milvus, a vector database that currently boasts 43,455 stars, 3,912 forks, and has 1,085 open issues on GitHub, which