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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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I Built a Profiler to Audit My Own AI Tool Calls. Here's What I Learned About Observability

I Built a Profiler to Audit My Own AI Tool Calls. Here's What I Learned About Observability

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2 min read
Encoding in Machine Learning Explained

Encoding in Machine Learning Explained

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2 min read
Veltrix and the Day the Trace Loops Broke

Veltrix and the Day the Trace Loops Broke

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4 min read
Why I got frustrated with AI job search tools and built my own

Why I got frustrated with AI job search tools and built my own

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9 min read
Next.js 16 RAG Pipeline Optimization: Give Your AI a Perfect Memory

Next.js 16 RAG Pipeline Optimization: Give Your AI a Perfect Memory

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1 min read
Why Every Developer Will Eventually Manage AI Agents

Why Every Developer Will Eventually Manage AI Agents

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6 min read
How I Built Semantic Discussion Clustering Without Embeddings (and Why It Was Good Enough)

How I Built Semantic Discussion Clustering Without Embeddings (and Why It Was Good Enough)

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2 min read
Your Treasure Hunt Engine Was Probably a Latency Minefield (And Heres the Postmortem)

Your Treasure Hunt Engine Was Probably a Latency Minefield (And Heres the Postmortem)

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2 min read
How to Build a Clean Academic Dataset Without Losing Your Mind (or Your Weekend)

How to Build a Clean Academic Dataset Without Losing Your Mind (or Your Weekend)

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10 min read
How LLMs Transform Writing Style: A Stylometric Experiment

How LLMs Transform Writing Style: A Stylometric Experiment

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15 min read
We added synthetic data to our eval set. The pass rate rose, and so did our production incidents.

We added synthetic data to our eval set. The pass rate rose, and so did our production incidents.

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5 min read
Capping VLM spend per CV researcher: hierarchical budgets in practice

Capping VLM spend per CV researcher: hierarchical budgets in practice

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4 min read
The Event Store That Survived Black Friday Without a Single 5xx

The Event Store That Survived Black Friday Without a Single 5xx

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3 min read
How I Cut LLM Inference Costs by 78% Without Sacrificing Quality

How I Cut LLM Inference Costs by 78% Without Sacrificing Quality

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3 min read
GLM 5.2 isn't free: not even my US$4,000 Spark can run it

GLM 5.2 isn't free: not even my US$4,000 Spark can run it

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6 min read
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