Startup Engineering
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The best Startup Engineers in 2026 won’t be the best coders.
The role shift of Startup Engineers
Mar 19
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Selva Ganapathy
1
Recent posts
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Agentic Coding is not optional for Startups anymore.
The new leverage for Startups
Mar 15
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Selva Ganapathy
1
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
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Selva Ganapathy
1
The 4 Layer Agent Evaluation Framework
The hardest part in building AI apps is not models. Its Evaluation
Nov 12, 2025
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Selva Ganapathy
1
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
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Selva Ganapathy
1
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
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Selva Ganapathy
1
Pragmatic Agentic System architecture for Startups
For engineering teams building their first agent system—or rebuilding their second one.
Oct 20, 2025
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Selva Ganapathy
1
1
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
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Selva Ganapathy
1
𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗮𝘁 𝗔𝗜 𝗦𝘁𝗮𝗿𝘁𝘂𝗽𝘀: 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗳𝗼𝗿 𝘁𝗵𝗲 $𝟭𝟬𝗧 𝗙𝘂𝘁𝘂𝗿𝗲
Mindset Shift towards 10x impact
Oct 15, 2025
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Selva Ganapathy
1
1
How to build fully autonomous production grade AI Agents quickly ?
Building AI Agents iteratively from low agency to high agency
Apr 1, 2025
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Selva Ganapathy
1
Four Major Design Patterns for Agentic Workflows
Insights from Andrew Ng's BUILD 2024 Keynote
Mar 19, 2025
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Selva Ganapathy
1
1
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
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Selva Ganapathy
1
1
From "𝐀𝐠𝐞𝐧𝐭𝐬" to "𝐀𝐠𝐞𝐧𝐭𝐢𝐜" Systems: AI Terminology Evolution
Evolution of AI terminology from binary 'agents' to spectrum-based 'agentic' systems
Feb 6, 2025
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Selva Ganapathy
1
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Startup Engineering
In this newsletter, I share AI-First insights for Startup Builders - Startup Founders, Engineering leaders, Engineers, and Solopreneurs.
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