Welcome to logctl
Kicking off the blog with thoughts on the AI landscape and what is to come.
AI
Posts in
AI
5 posts
Learning in an AI-Driven World is a Paradox
AI has fundamentally changed the feedback loop between learning and building. I build faster than ever, yet some days I feel like I know less than ever. Here is what that paradox actually means for developers.
AI
I Tried Building My AI Agent With Existing Agent Frameworks. Then I Chose the Boring Deterministic Way.
After evaluating multiple AI agent frameworks, I found that deterministic automation with an LLM inside beats magic autonomy for real operational work.
AI
Not Everyone Needs Frontier LLMs for Coding
Frontier models are brilliant, but many everyday coding tasks run just fine on smaller models — if your workflow is clear. Stop buying the hype and choose tools for your actual use case.
AI
Why Use LangGraph for Your First Agentic AI Project
LangGraph forces you to learn state management, tools, routing, and human-in-the-loop approval — the fundamentals that survive framework churn in the fast-moving agentic AI space.
AI