Diary of an AI Architect

Diary of an AI Architect

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Why this is the hottest job in AI right now

Companies are paying a massive premium for the engineers who fix last-mile AI.
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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
Why tokenomics decides which AI agents survive production
Intelligence is the easy part now. Intelligence at sustainable unit cost is the moat.
 • Anurag Karuparti
How to actually measure if your AI agent is hallucinating
If you can't prove your agent is right, you don't have an AI strategy. Here's the 3-layer Eval Stack that separates production agents from expensive…
 • Anurag Karuparti
How to build a strong enterprise AI moat with context engineering and data estate
Strong models on weak data make weak enterprise agentic systems. Here's how to build a 3-layer framework to catch up before the window closes.
 • Anurag Karuparti
Mythos and Cyber Models: What does it mean for the future of software?
For the first time ever, a model was intentionally made worse before release. When two frontier AI companies treat their own models like classified…
 • Anurag Karuparti
5 repo files that standardize ai-assisted software engineering in a non-deterministic world
AGENTS.md, SKILL.md, copilot-instructions.md. The .md files that bring consistency to non-deterministic AI coding by filling the model context window…
 • 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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