self-improving-loop

A viral tweet shares a 3-step setup for running DeepSeek V4-flash subagents as a self-improving loop inside Codex, calling it a cost-effective replacement for Opus 5.

Meta releases Autodata, an agentic data scientist that generates high-quality synthetic data by iteratively refining task difficulty using multiple LLMs, with output used for GRPO training.

Hermes Agent is a cloud-resident AI agent that runs continuously and interacts via messaging. It features a self-improving loop that extracts patterns from conversations to enhance memory and skills, with streamlined setup and flexible model routing.