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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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AI + Python Isn’t About Models, It’s About Controlling Uncertainty

AI + Python Isn’t About Models, It’s About Controlling Uncertainty

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2 min read
Beyond the Prompt: Why "Evaluation Engineering" is the Final Frontier of AI Dev

Beyond the Prompt: Why "Evaluation Engineering" is the Final Frontier of AI Dev

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3 min read
Clean Code for Humans and LLMs (Without Killing the Joy of Coding)

Clean Code for Humans and LLMs (Without Killing the Joy of Coding)

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5 min read
Introducing the Visual Studio Code MCP Server!

Introducing the Visual Studio Code MCP Server!

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3 min read
Understanding branch-level changes with K-DIFF

Understanding branch-level changes with K-DIFF

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1 min read
50 Shades of BERT

50 Shades of BERT

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9 min read
Fowler's GenAI Patterns Are Missing the Orchestration Layer — Here's What I Built

Fowler's GenAI Patterns Are Missing the Orchestration Layer — Here's What I Built

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7 min read
AI Agents from Scratch Part 1: Forging the Brain

AI Agents from Scratch Part 1: Forging the Brain

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8 min read
I built a VS Code extension to give AI long-term memory

I built a VS Code extension to give AI long-term memory

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2 min read
Understanding RNNs – Part 3: Unrolling a Recurrent Neural Network

Understanding RNNs – Part 3: Unrolling a Recurrent Neural Network

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2 min read
The 3-Layer Prompt Template for Consistent Results (Context Task Constraints)

The 3-Layer Prompt Template for Consistent Results (Context Task Constraints)

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4 min read
Automatic Prompt Optimization: When AI Learns to Improve Its Own Prompts

Automatic Prompt Optimization: When AI Learns to Improve Its Own Prompts

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6 min read
I Built a Scanner Because AI Agents Can't Spot Prompt Injection — Yet

I Built a Scanner Because AI Agents Can't Spot Prompt Injection — Yet

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4 min read
When Smarter Agents Perform Worse: Depth vs Breadth in AI Systems

When Smarter Agents Perform Worse: Depth vs Breadth in AI Systems

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22 min read
How to Measure Outcomes: Track FCR, AHT, CSAT, and Deflection Rates Effectively

How to Measure Outcomes: Track FCR, AHT, CSAT, and Deflection Rates Effectively

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13 min read
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