The best Startup Engineers in 2026 won’t be the best coders.

The role shift of Startup Engineers

Mar 19 • Selva Ganapathy

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Agentic Coding is not optional for Startups anymore.

The new leverage for Startups

Mar 15 • Selva Ganapathy

November 2025

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

The MCP gateway pattern for security, reusability

Nov 24, 2025 • 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, 2025 • 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, 2025 • 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, 2025 • 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, 2025 • 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, 2025 • Selva Ganapathy

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

Mindset Shift towards 10x impact

Oct 15, 2025 • 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, 2025 • 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, 2025 • 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, 2025 • Selva Ganapathy

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