Milvus Pricing in 2026: The Costs Nobody Mentions
Milvus Pricing in 2026: The Costs Nobody Mentions After extensive use of Milvus in a production environment: it’s decent for […]
Open Source
Open Source
Building Bot Infrastructure That Doesn’t Catch Fire
That time a “simple” bot melted a database A few years ago I pushed what I thought was a tiny
Prompt Engineering: A Developer’s Honest Guide
Prompt Engineering: A Developer’s Honest Guide I’ve seen 3 production agent deployments fail this month. All 3 made the same
How to Set Up Observability with FAISS (Step by Step)
How to Set Up Observability with FAISS We’re setting up observability with FAISS so we can understand and debug our
How to Create A Rest Api with Pinecone (Step by Step)
Creating a REST API with Pinecone: Step by Step We’re building a REST API with Pinecone that allows you to
Open Source
Database Design Tips for Bots That Won’t Let You Down
Why Most Bot Database Designs Suck
I once spent three days tearing my hair out over a bot database that crumbled the moment traffic spiked. It wasn’t cool. It made me question everything.
The problem? A classic case of over-complication. It had everything packed—all the fancy features—but couldn’t handle the simplest scaling issues. See, when
Claude Code vs Cody: Which One for Production
Claude Code vs Cody: A Look at the Numbers
Here’s a quick fun fact for you: Claude Code has around 150,000 GitHub stars, while Cody boasts 65,000. But let’s be real: stars don’t ship code. What
AI Agent Security: A Developer’s Honest Guide
AI Agent Security: A Developer’s Honest Guide
I’ve seen 3 production agent deployments fail this month. All 3 made the same 5 mistakes, and the fallout was ugly. So, here’s the deal: if you’re working with AI agents, you cannot afford to slack off on security. It’s not just about making a few tweaks; it’s
Batch Processing Checklist: 15 Things Before Going to Production
Batch Processing Checklist: 15 Things Before Going to Production
I’ve seen 5 batch processing implementations fail in production this month alone. All 5 made the same 6 mistakes. Let’s face it, transitioning to production is a nerve-wracking process, especially with batch processing. It’s not just about smashing some code together and hitting “deploy.” You need
Mistral API vs Groq: Which One for Enterprise
Mistral API vs Groq: Which One for Enterprise?
LangChain boasts 130,068 GitHub stars while CrewAI lingers at 46,455. But honestly, those pretty numbers don’t really write the code for you. In the world of enterprise software stacks, choosing the right tools often feels like a disordered menu at an overcrowded buffet. For the uninitiated, the