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shakti mishra

I’m passionate about AI and the impact it can create when adopted thoughtfully. I work to bring AI ideas to life, solve implementation hurdles, and build strong governance foundations

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12 Engineering Habits That Cut LLM Token Spend at Production Scale

12 Engineering Habits That Cut LLM Token Spend at Production Scale

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8 min read

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The 5-Layer Architecture Every Production Multi-Agent System Needs (And Why Most Skip Layers 4 and 5)

The 5-Layer Architecture Every Production Multi-Agent System Needs (And Why Most Skip Layers 4 and 5)

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9 min read
How AI Agents Will Reshape E-Commerce Architecture — And What Developers Need to Build Now

How AI Agents Will Reshape E-Commerce Architecture — And What Developers Need to Build Now

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8 min read
Your AI Agent Works. That's Why Finance Is About to Kill It.

Your AI Agent Works. That's Why Finance Is About to Kill It.

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8 min read
The 3-Layer Eval Stack: Ground Truth, Judgment Patterns, and Feedback Loops That Compound Over Time

The 3-Layer Eval Stack: Ground Truth, Judgment Patterns, and Feedback Loops That Compound Over Time

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8 min read
Mythos and Cyber Models: What does it mean for the future of software?

Mythos and Cyber Models: What does it mean for the future of software?

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9 min read
5 Markdown Files That Tame Non-Deterministic AI in Your Engineering Org

5 Markdown Files That Tame Non-Deterministic AI in Your Engineering Org

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7 min read
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