Ollama Pricing in 2026: The Costs Nobody Mentions
Your Verdict: Ollama pricing isn’t straightforward, and hidden costs could catch you off guard. I’ve been using Ollama for more […]
toolkits
OpenAI API vs Claude API vs Gemini API: Llm Api Showdown
OpenAI API vs Claude API vs Gemini API: LLM API Showdown OpenAI API vs Claude API vs Gemini API is
Multi-Agent Coordination Checklist: 12 Things Before Going to Production
Multi-Agent Coordination Checklist: 12 Things Before Going to Production I’ve seen 3 production agent deployments fail this month. All 3
Production Deployment: A Developer’s Honest Guide
Production Deployment: A Developer’s Honest Guide I’ve seen 3 production agent deployments fail this month. All 3 made the same
How to Write Integration Tests with Groq (Step by Step)
How to Write Integration Tests with Groq We’re building real-world integration tests with Groq to ensure our data-driven applications work
Agent Testing Strategy: A Developer’s Honest Guide
Agent Testing Strategy: A Developer’s Honest Guide I’ve seen 3 production agent deployments fail this month. All 3 made the
How to Set Up Logging with Autogen Studio (Step by Step)
How to Set Up Logging with Autogen Studio We’re building a logging system in Autogen Studio to track application behavior
LangChain vs DSPy: Which One for Enterprise
LangChain vs DSPy: The Showdown LangChain has 131,093 GitHub stars while DSPy has 33,177. But stars don’t ship features. In
toolkits
I Optimized My Workflow: March 2026 Insights
Hey everyone, Riley Fox here, back at agntkit.net after what feels like a whirlwind of client projects and caffeine-fueled debugging sessions. March 2026, and I’m still finding new ways to optimize my workflow, which brings me to today’s topic.
You know me, I’m all about finding those little tweaks that make a big difference. We
How to Deploy To Production with llama.cpp (Step by Step)
How to Deploy To Production with llama.cpp
We’re building a high-throughput text generation service using llama.cpp deploy to production, and this matters because the world is clamoring for AI that doesn’t just generate coherent text but does so efficiently and effectively in a production environment.
Prerequisites