I studied 15+ startups building AI agents with MCP. They all hit the same wall.

The MCP gateway pattern for security, reusability

Nov 24 • Selva Ganapathy

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The 4 Layer Agent Evaluation Framework

The hardest part in building AI apps is not models. Its Evaluation

Nov 12 • Selva Ganapathy

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Most teams building AI apps take months to ship. Here's how BlackRock ships AI apps in days.

New fresh look needed to the way AI Apps are developed

Nov 4 • Selva Ganapathy

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October 2025

LLM integration to our application turned debugging into a nightmare. Here’s how we fixed it in 5 days with zero new tools.

Startup Engineering Principle : Choose Simple over Perfect Solution

Oct 27 • Selva Ganapathy

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Pragmatic Agentic System architecture for Startups

For engineering teams building their first agent system—or rebuilding their second one.

Oct 20 • Selva Ganapathy

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Why Every Stage of Your Startup Needs a Different Software Engineering Approach

The engineering practices that work at inception will break you at growth—here's what to do instead

Oct 17 • Selva Ganapathy

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𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗮𝘁 𝗔𝗜 𝗦𝘁𝗮𝗿𝘁𝘂𝗽𝘀: 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗳𝗼𝗿 𝘁𝗵𝗲 $𝟭𝟬𝗧 𝗙𝘂𝘁𝘂𝗿𝗲

Mindset Shift towards 10x impact

Oct 15 • Selva Ganapathy

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April 2025

How to build fully autonomous production grade AI Agents quickly ?

Building AI Agents iteratively from low agency to high agency

Apr 1 • Selva Ganapathy

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March 2025

Four Major Design Patterns for Agentic Workflows

Insights from Andrew Ng's BUILD 2024 Keynote

Mar 19 • Selva Ganapathy

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February 2025

Why Agentic Workflows are Revolutionizing Problem-Solving

Agentic AI workflows beat traditional one-shot AI by breaking tasks into human-like iterative steps

Feb 12 • Selva Ganapathy

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From "𝐀𝐠𝐞𝐧𝐭𝐬" to "𝐀𝐠𝐞𝐧𝐭𝐢𝐜" Systems: AI Terminology Evolution

Evolution of AI terminology from binary 'agents' to spectrum-based 'agentic' systems

Feb 6 • Selva Ganapathy

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January 2025

The DeepSeek Disruption: Why Now is the Golden Age of AI Engineers

Plummeting cost of intelligence

Jan 28 • Selva Ganapathy

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