Diary of an AI Architect
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12 proven strategies to reduce AI costs at scale
How leading teams optimize AI economics while maintaining quality, reliability, and business impact.
May 29
2
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.
May 21
•
Anurag Karuparti
1
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…
May 15
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Anurag Karuparti
2
Why tokenomics decides which AI agents survive production
Intelligence is the easy part now. Intelligence at sustainable unit cost is the moat.
May 8
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Anurag Karuparti
3
1
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…
May 1
•
Anurag Karuparti
6
1
April 2026
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.
Apr 24
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Anurag Karuparti
6
1
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…
Apr 17
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Anurag Karuparti
5
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…
Apr 10
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Anurag Karuparti
5
How to pick the right Microsoft AI agent architecture (a decision tree)
There are 10+ ways to build AI agents on Microsoft’s stack. Most teams pick wrong because they start with tools instead of requirements. Here is the…
Apr 3
•
Anurag Karuparti
5
March 2026
How I build multi-agent systems with GitHub Copilot and Microsoft Foundry
Why enterprises keep picking the wrong tool for the wrong job, and a simple decision framework to fix it. The build layer vs run layer distinction every…
Mar 20
•
Anurag Karuparti
6
How context engineering can affect your organization's decision quality
Why the decisions your AI agents make at scale are only as good as the context pipeline. The organizations that master it will win
Mar 6
•
Anurag Karuparti
7
1
I made an album for my daughter using AI. It took me an afternoon.
One afternoon. Three AI tools. Now streaming on Spotify and what it means for the future of music, media & entertainment.
Mar 3
•
Anurag Karuparti
3
1
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