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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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Structured Data Extraction from PDFs: Regex vs Template Matching vs AI

Structured Data Extraction from PDFs: Regex vs Template Matching vs AI

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3 min read
From `console.log` to `console.log-in`: Architecting a B2B Content Funnel for High-Value Clients

From `console.log` to `console.log-in`: Architecting a B2B Content Funnel for High-Value Clients

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4 min read
Stop Logging Your Thoughts: Mapping Agentic Reasoning Traces to Custom JFR Events for Zero-Overhead Debugging

Stop Logging Your Thoughts: Mapping Agentic Reasoning Traces to Custom JFR Events for Zero-Overhead Debugging

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2 min read
Architecting the Agent OS

Architecting the Agent OS

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2 min read
How Code-Switching Breaks AI (And Why That Matters for Southeast Asia)

How Code-Switching Breaks AI (And Why That Matters for Southeast Asia)

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7 min read
The 1-Second Timeout Hack: Running Infinite Parallel Workloads Natively on Google Apps Script

The 1-Second Timeout Hack: Running Infinite Parallel Workloads Natively on Google Apps Script

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14 min read
How much does it really cost to use AI models for coding?

How much does it really cost to use AI models for coding?

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4 min read
How I Built a Multi-Agent Prompt Engineering Runbook with pydantic-ai and FastAPI

How I Built a Multi-Agent Prompt Engineering Runbook with pydantic-ai and FastAPI

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6 min read
A Practical Intro to Spec-Driven Development (SDD)

A Practical Intro to Spec-Driven Development (SDD)

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3 min read
Stop Spending Two Weeks Configuring Playwright. Use a Skeleton Built for AI Adaptation.🤖

Stop Spending Two Weeks Configuring Playwright. Use a Skeleton Built for AI Adaptation.🤖

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2 min read
85. Embeddings and Vector Search: Memory for Language Models

85. Embeddings and Vector Search: Memory for Language Models

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8 min read
84. Fine-Tuning LLMs: Teaching Giants New Tricks

84. Fine-Tuning LLMs: Teaching Giants New Tricks

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8 min read
Beyond the Token Price: Why I built a "Forensic Audit" suite for AI Founders

Beyond the Token Price: Why I built a "Forensic Audit" suite for AI Founders

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1 min read
One AI code review pass isn't enough. Here's the loop that actually catches bugs.

One AI code review pass isn't enough. Here's the loop that actually catches bugs.

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4 min read
I evaluated my self-trained LLM what 31% accuracy actually means

I evaluated my self-trained LLM what 31% accuracy actually means

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2 min read
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