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A safe way to let coding agents interact with your database (without prod write access)

Dev.to · GetPochi 3mo ago

A safe way to let coding agents interact with your database (without prod write access)

We previously examined common approaches teams use to protect production databases (i.e. command...

How does a code editor decide the right moment to show an LLM-generated code suggestion

Dev.to · GetPochi 5mo ago

How does a code editor decide the right moment to show an LLM-generated code suggestion

In Part 1, we talked about how we trained our NES model to predict the next meaningful edit you’re...

Closing the Loop: How Reinforcement Learning is Changing AI Coding

Dev.to · GetPochi 6mo ago

Closing the Loop: How Reinforcement Learning is Changing AI Coding

TL;DR Using SFT teaches models how to write code, but it is RL that is necessary to teach...

Everyone says to have better context management. I'll show you how I built it.

Dev.to · GetPochi 6mo ago

Everyone says to have better context management. I'll show you how I built it.

In Part 1, we covered how we trained our NES model, including topics such as the special tokens we...

How I Trained a Next-Edit Suggestion Model for a Coding Agent (32k Github Stars)

Dev.to · GetPochi 6mo ago

How I Trained a Next-Edit Suggestion Model for a Coding Agent (32k Github Stars)

In this post, we’re introducing our internal edit model at Pochi, the foundation behind Next Edit...