newsletterSeptember 21, 2026·Towards Data Science

Your AI Assistant Wrote the Code. Who Checked the Defaults?

Five scikit-learn defaults that deserve a closer look before your next model reaches production The post Your AI Assistant Wrote the Code. Who Checked the Defaults? appeared first on Towards Data Science.

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I Built a Pipeline to Track the Job Market I'm Trying to Break Into.

Building an incremental pipeline with dbt snapshots, and the API that quietly lied to me along the way. The post I Built a Pipeline to Track the Job Market I'm Trying to Break Into. appeared first on Towards Data Science.

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Synthetic-to-Real Transfer with Frozen DINOv3 Features

Training models on procedurally generated datasets for card detection and segmentation The post Synthetic-to-Real Transfer with Frozen DINOv3 Features appeared first on Towards Data Science.

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Skill or MCP Server? Ask What Stops the LLM From Disobeying

Towards Spec-Driven Test Automation, Part 4 The post Skill or MCP Server? Ask What Stops the LLM From Disobeying appeared first on Towards Data Science.

Towards Data Science

The Hidden Cost of LLM Routing: Why Switching Models Costs More

I tested LLM routing to understand why switching models mid-session can erase the savings promised by cheaper inference The post The Hidden Cost of LLM Routing: Why Switching Models Costs More appeared first on Towards Data Science.

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Your AI Assistant Wrote the Code. Who Checked the Defaults?

Key Takeaways

Related Articles

I Built a Pipeline to Track the Job Market I'm Trying to Break Into.

Synthetic-to-Real Transfer with Frozen DINOv3 Features

Skill or MCP Server? Ask What Stops the LLM From Disobeying

The Hidden Cost of LLM Routing: Why Switching Models Costs More

Discussion

Your AI Assistant Wrote the Code. Who Checked the Defaults?

Key Takeaways

Related Articles

I Built a Pipeline to Track the Job Market I'm Trying to Break Into.

Synthetic-to-Real Transfer with Frozen DINOv3 Features

Skill or MCP Server? Ask What Stops the LLM From Disobeying

The Hidden Cost of LLM Routing: Why Switching Models Costs More

Discussion

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I Built a Pipeline to Track the Job Market I'm Trying to Break Into.
Building an incremental pipeline with dbt snapshots, and the API that quietly lied to me along the way. The post I Built a Pipeline to Track the Job Market I'm Trying to Break Into. appeared first on Towards Data Science.

Towards Data Science
Synthetic-to-Real Transfer with Frozen DINOv3 Features
Training models on procedurally generated datasets for card detection and segmentation The post Synthetic-to-Real Transfer with Frozen DINOv3 Features appeared first on Towards Data Science.

Towards Data Science
Skill or MCP Server? Ask What Stops the LLM From Disobeying
Towards Spec-Driven Test Automation, Part 4 The post Skill or MCP Server? Ask What Stops the LLM From Disobeying appeared first on Towards Data Science.

Towards Data Science
The Hidden Cost of LLM Routing: Why Switching Models Costs More
I tested LLM routing to understand why switching models mid-session can erase the savings promised by cheaper inference The post The Hidden Cost of LLM Routing: Why Switching Models Costs More appeared first on Towards Data Science.