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Abhishek Gautam

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The Awareness Paradox — How Attention Makes Us Brilliant and Blind🧠🔦🤹
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The Awareness Paradox — How Attention Makes Us Brilliant and Blind🧠🔦🤹

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6 min read
The Complete ROLE PROMPTING Playbook
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The Complete ROLE PROMPTING Playbook

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11 min read
Context is King: How Contextual Prompting Transforms AI Outputs
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Context is King: How Contextual Prompting Transforms AI Outputs

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5 min read
Step-Back Prompting: Get LLMs to Reason — Not Just Predict
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Step-Back Prompting: Get LLMs to Reason — Not Just Predict

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8 min read
Chain of Thought
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Chain of Thought

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14 min read
Tree-of-Thought Prompting
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Tree-of-Thought Prompting

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13 min read
Mastering Self-Consistency Prompting
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Mastering Self-Consistency Prompting

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9 min read
ReAct: Turning Language Models from Parrots to Problem-Solver
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ReAct: Turning Language Models from Parrots to Problem-Solver

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8 min read
Steerable Prompts: Prompt Engineering for the GPT-5 Era
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Steerable Prompts: Prompt Engineering for the GPT-5 Era

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11 min read
Forward Proxy vs Reverse Proxy: Who really controls the traffic?
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Forward Proxy vs Reverse Proxy: Who really controls the traffic?

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11 min read
Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints
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Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

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7 min read
halfvec: Half the Bits, Twice the speed?
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halfvec: Half the Bits, Twice the speed?

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7 min read
Embeddings 101 for RAG: Why Storage & Compute Explode?
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Embeddings 101 for RAG: Why Storage & Compute Explode?

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4 min read
Stop Killing Your Indexes: A PostgreSQL Guide to Optimizing Non-SARGable Queries
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Stop Killing Your Indexes: A PostgreSQL Guide to Optimizing Non-SARGable Queries

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8 min read
A Slightly Technical Deep Dive into DeepSeek R1
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A Slightly Technical Deep Dive into DeepSeek R1

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3 min read
Mastering Kubernetes Scaling: A Comprehensive Guide for High Traffic Applications - Part 1
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Mastering Kubernetes Scaling: A Comprehensive Guide for High Traffic Applications - Part 1

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11 min read
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