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Latest posts

Last updated about 3 hours ago

The Must-Know Topics for an LLM Engineer

about 3 hours ago

From tokenisation to evaluation :  how modern language models actually work in...

RAG Is Blind to Time — I Built a Temporal Layer to Fix It in Production

about 5 hours ago

Three weeks into testing, a learner told me my AI tutor gave...

From Data Scientist to AI Architect

1 day ago

The end of model-centric thinking in data science The post From Data...

The AI Agent Security Surface: What Gets Exposed When You Add Tools and Memory

1 day ago

Standard prompt attacks are merely the beginning. A structured framework to map...

When Customers Churn at Renewal: Was It the Price or the Project?

1 day ago

A practitioner's guide to causal attribution when two churn drivers arrive at...

Unified Agentic Memory Across Harnesses Using Hooks

1 day ago

How hook implementation gives Claude Code, Codex, and Cursor persistent memory via...

The Joy of Typing

2 days ago

A practical guide to modern type annotations in Python for data science...

Give Your AI Unlimited Updated Context

2 days ago

The architecture behind a portable knowledge layer and the automation that keeps...

How Major Reasoning Models Converge to the Same “Brain” as They Model Reality Increasingly Better

2 days ago

Because there's only one reality to model The post How Major Reasoning...

I Rewrote a Real Data Workflow in Polars. Pandas Didn’t Stand a Chance.

2 days ago

From 61 seconds to 0.20 seconds — and the mental model shift...

When the Uncertainty Is Bigger Than the Shock: Scenario Modelling for English Local Elections

3 days ago

A scenario analysis case study on calibrated uncertainty, historical error, and why...

Beyond Lists: Using Python Deque for Real-Time Sliding Windows

3 days ago

Stop shifting elements in lists! Discover why collections.deque is the secret to...