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Towards Data Science - Medium
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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...