AI Briefing#agent-framework
The latest AI and developer news about #agent-framework, with the original source and a short summary.
The latest AI and developer news about #agent-framework, with the original source and a short summary.
Foxclaw is an open-source agent framework that treats memory as a runtime, achieving 1.0 flag_recall in offline drift detection evaluations.
Recursively improving agent harnesses without ground-truth labels raised benchmark scores by up to 11.5 points.
Drawing on three years of operating LangGraph, LangChain shared its design principles for modeling agents as graphs.
Garry Tan has released GStack, a skill pack for Claude Code.
With the same Qwen3.5-9B Q4, simply changing the scaffold pushed Aider performance from 19.11% to 45.56%.
HyperAgents is a self-referential agent framework that modifies not only its task code but also its own improvement harness.
As LLMs advance, agent frameworks are evolving from simple chaining to autonomous workflow orchestration.