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SAURABH SHUKLA

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Model Context Protocol Through The Agent Stack Lens: What Broke, What's Fixed July 28, and What to Check Before Your Next mcp.json
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Model Context Protocol Through The Agent Stack Lens: What Broke, What's Fixed July 28, and What to Check Before Your Next mcp.json

#mcp #ai #security #agents
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5 min read

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Why Your AI Agent's Context Window Isn't Memory (And What to Build Instead)
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Why Your AI Agent's Context Window Isn't Memory (And What to Build Instead)

#ai #machinelearning #programming #architecture
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3 min read
A 5-Stage Filter for AI News Signal (Or: How to Stop Overreacting to Benchmark Numbers)
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A 5-Stage Filter for AI News Signal (Or: How to Stop Overreacting to Benchmark Numbers)

#ai #machinelearning #programming
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2 min read
The Knowledge Flywheel: A Retrieval/Synthesis Split for AI-Assisted Research (and a Filter Rule for Your Knowledge Base)
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The Knowledge Flywheel: A Retrieval/Synthesis Split for AI-Assisted Research (and a Filter Rule for Your Knowledge Base)

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3 min read
The Cowork Loop: A Software Pattern for AI Workflows That Actually Compound
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The Cowork Loop: A Software Pattern for AI Workflows That Actually Compound

#ai #productivity #claude #llm
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4 min read
The Agent Stack™: Why Your AI Agent Breaks in Production (A 5-Layer Debugging Framework)
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The Agent Stack™: Why Your AI Agent Breaks in Production (A 5-Layer Debugging Framework)

#discuss #ai #productivity #machinelearning
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4 min read
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