Groundhog: A Simple Autonomous Agent
Introducing Groundhog: a persistent, autonomous LLM assistant built as a thin ~200-line Nix systemd module that slots into a NixOS VPS.
tag: LLM
Too Much Control Plane In Your Context
The agent harness—the control plane between your code and the model—is the next bottleneck. Why cramming it into your context is a costly mistake.
Checking In on AI Agent Architecture: Claude Code, Gas Town, and OpenClaw
Threads behind the most successful AI coding agents—Claude Code, Gas Town, OpenClaw—and a workable path forward for agent architecture.
Superfluous Abstractions: The Landscape of LLM Tooling
Cutting through the 'Agent' hype: why Elixir/OTP already gives you fault-tolerant LLM pipelines on the BEAM without a bloated framework.