Archive - Diary of an AI Architect

#13 - Generalized vs Specialized AI

Why one-size-fits-all agents break in production, and how multi-agent systems solve the problem

Jan 9 • Anurag Karuparti

My 2026 Agentic AI Predictions

What actually matters once agents hit production

Jan 2 • Anurag Karuparti

December 2025

Join my new subscriber chat

A private space for us to converse and connect

Dec 28, 2025 • Anurag Karuparti

Ep. 11 - Vibe Coding with Guardrails

How AI Engineers can ship fast without breaking prod

Dec 27, 2025 • Anurag Karuparti

Ep 10 - GPT-5.2's advantage: Why Agent builders can’t ignore this model

Why this release matters more for orchestration, safety, and scale than raw intelligence

Dec 19, 2025 • Anurag Karuparti

Ep 9. Why Managing Agents at Scale Is a Hard Problem (And How Agent 365 Solves It)

Why 47 ungoverned agents is a compliance disaster, and what Agent 365 does about it. Microsoft Agent 365 is a control plane for production agents …

Dec 12, 2025 • Anurag Karuparti

Ep. 8- How Microsoft Quietly Cracked Agentic AI

A practitioner’s look at how Foundry is collapsing the complexity of agent development into one unified platform. Key takeaways from Ignite 2025.

Dec 5, 2025 • Anurag Karuparti

November 2025

Ep. 7 - Building AI Agents Is Easy. Getting Them to Work Together Isn’t.

A practical guide to the four orchestration patterns that turn scattered agents into a reliable enterprise workforce.

Nov 21, 2025 • Anurag Karuparti

Ep. 6 - Why Multi-Agent Systems Are Hard (And How to Build Them Right)

Five layers every enterprise-grade agentic AI system needs that don't fall apart at scale

Nov 14, 2025 • Anurag Karuparti

Ep. 5 – Patterns: Your Real Competitive Advantage in AI

Part 4: Without patterns, you're not scaling AI. You're building a museum of experiments while your competitors build competitive advantage.

Nov 7, 2025 • Anurag Karuparti

October 2025

Ep. 4 – People : The Force Multiplier of the AI CoE

Part 3: Without the right people in the right seats, your CoE becomes a slide factory.

Oct 31, 2025 • Anurag Karuparti

Ep. 3 – Platform - The Foundation of an AI CoE

Part 2: Companies with centralized AI platforms eliminate 30-50% of compliance overhead. Here's how to build one.

Oct 24, 2025 • Anurag Karuparti

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