Diary of an AI Architect

Diary of an AI Architect

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Why should AI builders pay attention to Kimi K3? Difference between Open weights vs Closed Models?

Frontier intelligence is no longer confined to closed APIs. Here are the four architecture decisions that determine when to operate open weights, when to call a closed model, and how to design for bot
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Why I stopped treating AI agents like smarter chatbots. A field guide to the chatbot-to-agent evolution
A guest essay by Ramana Reddy Gunda, Senior AI/ML Technical Architect
 • Anurag Karuparti and Ramana
How Coinbase cut its AI spend by 50% with 5 smart strategies
Tokenomics is fast becoming a core skill for any organization that wants to justify its AI spend and stay ahead of competitors. Coinbase just showed us…
 • Anurag Karuparti
Loop engineering for the enterprise: close the loop or fall behind
Loop engineering is the difference between an agent capable of self-evolution and one that goes extinct. Here are the six architectural layers that…
 • Anurag Karuparti
Why the traditional data stack was not built for AI
Guest Post by Vishal Singh, Founder & CEO of DataGOL
 • Anurag Karuparti
Why this is the hottest job in AI right now
Companies are paying a massive premium for the engineers who fix last-mile AI.
 • Anurag Karuparti
How to design a multi-agent enterprise with OpenClaw and Hermes
Two open-source agents, two opposing philosophies, orchestrated breadth vs compounding depth. This is the agent stack for 2027 every enterprise must be…
 • Anurag Karuparti
12 proven strategies to reduce AI costs at scale
How leading teams optimize AI economics while maintaining quality, reliability, and business impact.
I built my first iOS app without writing a single line of code. Here’s how.
Building software used to require a team. Now it requires a clear problem and the right prompt.
 • Anurag Karuparti
Agentic commerce is coming. Is your business ready for AI agents to buy?
The next commerce interface will not be a landing page or checkout button. It will be an AI agent comparing, negotiating, purchasing, and replanning on…
 • Anurag Karuparti
Diary of an AI Architect
Diary of an AI Architect
Real-world lessons in AI agent strategy, governance and architecture, straight to your inbox.
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