Jun 24, 2026 · Artificial Intelligence

From Workflow to HermesAgent: Language‑Driven Image Selection for Gaode Street Rankings

The article details how Gaode transformed its massive POI image‑selection pipeline from a fragile, SQL‑driven workflow to a hybrid deterministic‑plus‑Agent architecture called HermesAgent, achieving a 48‑fold speedup, multimodal quality checks, a knowledge base, and natural‑language‑driven production while maintaining stability and observability.

AI-powered image selectionAgent-based rankingHermesAgent

0 likes · 23 min read

From Workflow to HermesAgent: Language‑Driven Image Selection for Gaode Street Rankings

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