#open-source
3 posts tagged with "open-source"
Pi's Small Agent Harness: Queues, Session Trees, and an Honest Security Boundary
Pi keeps its agent runtime deliberately small: a two-queue loop, append-only session trees, and extensions in place of built-in product features. Its most important decision is equally explicit: it provides no sandbox.
Gemma 4 vs Qwen Models: A Practical Local LLM Test
I tested several open-source local LLMs on a few short reasoning and trick questions to see which ones felt best in real local use, then added three more models to see how the rankings shifted.
Building an Agent That Can Grow: From Prompting to Self-Transformation
From prompt tricks to durable architecture: four things I built to help my agent learn, debug itself, and expand tools without context bloat.