Tagged articles

GEPA

3 articles · Page 1 of 1

Jul 16, 2026 · Artificial Intelligence

How Hermes Agent’s Self‑Evolution Framework Works: DSPy Diagnoses, GEPA Evaluates

The article dissects the open‑source hermes‑agent‑self‑evolution repository, explaining how DSPy leverages large‑model APIs to diagnose skill failures and rewrite SKILL.md, while GEPA orchestrates mutation, evaluation, and Pareto‑based selection to iteratively improve Hermes Agent skills offline.

AI AgentsDSPyGEPA

0 likes · 11 min read

How Hermes Agent’s Self‑Evolution Framework Works: DSPy Diagnoses, GEPA Evaluates

ShiZhen AI

May 18, 2026 · Artificial Intelligence

Why Hermes Agent Gets Smarter Over Time: 90K‑Star Open‑Source AI Framework Explained

The article dissects Hermes Agent, an open‑source AI framework with 90K GitHub stars, explaining how its three‑layer memory, self‑generated Skills, and offline GEPA optimizer create a compounding intelligence loop that overcomes the common forgetting problem of AI agents.

AI AgentsGEPAHermes Agent

0 likes · 16 min read

Why Hermes Agent Gets Smarter Over Time: 90K‑Star Open‑Source AI Framework Explained

AI2ML AI to Machine Learning

Apr 10, 2026 · Artificial Intelligence

Why HermesAgent Outperforms OpenClaw: A Deep Source‑Code Analysis

The article dissects HermesAgent’s architecture, showing how it extends OpenClaw with self‑learning, reinforcement‑learning modules, and advanced prompt‑evolution techniques to mitigate token‑hole costs and achieve more deterministic results, while also detailing its TUI‑driven CLI and evaluation workflow.

DSPyGEPAHermesAgent

0 likes · 8 min read

Why HermesAgent Outperforms OpenClaw: A Deep Source‑Code Analysis