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MuzammilTalha

Software engineer focused on building reliable systems. Writing about GenAI, backend engineering, and how intelligence fits into production software.

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Part 7 — What GenAI Engineering Actually Is

Part 7 — What GenAI Engineering Actually Is

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1 min read

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Part 6 — Observability and Evaluation in GenAI Systems

Part 6 — Observability and Evaluation in GenAI Systems

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1 min read
Part 5 — Cost, Latency, and Failure Are the Design

Part 5 — Cost, Latency, and Failure Are the Design

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1 min read
Part 4 — Retrieval Is the System

Part 4 — Retrieval Is the System

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1 min read
Part 3 — When Prompt Engineering Becomes Configuration

Part 3 — When Prompt Engineering Becomes Configuration

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2 min read
Part 2 — GenAI Is Not Magic: Understanding LLMs Like a Systems Engineer

Part 2 — GenAI Is Not Magic: Understanding LLMs Like a Systems Engineer

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3 min read
From Software Engineer to GenAI Engineer: A Practical Series for 2026

From Software Engineer to GenAI Engineer: A Practical Series for 2026

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