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Latest posts

Last updated about 1 hour ago

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

about 1 hour 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?

about 4 hours ago

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

Unified Agentic Memory Across Harnesses Using Hooks

about 6 hours ago

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

The Joy of Typing

1 day ago

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

Give Your AI Unlimited Updated Context

1 day 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

1 day 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.

1 day 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

2 days ago

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

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

2 days ago

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

Timer-XL: A Long-Context Foundation Model for Time-Series Forecasting

2 days ago

Exploring the inner workings of a decoder-only Transformer foundation model The post...

Why I Don’t Trust LLMs to Decide When the Weather Changed

2 days ago

A physicist's approach to building production-grade agents The post Why I Don’t...

Deconstruct Any Metric with a Few Simple ‘What’ Questions

2 days ago

What you see is rarely what you get with flashy dashboards and...