Jun 18, 2026 · Artificial Intelligence

Build a Self‑Improvement Loop for Your Skill

This article explains how to create a self‑improvement loop for an AI‑driven skill by combining an internal agent loop that classifies new issues via a GitHub Action with an external periodic agent that incorporates manual feedback to automatically refine and update the skill.

AI agentsGitHub ActionsOz

0 likes · 6 min read

Build a Self‑Improvement Loop for Your Skill

Efficient Ops

Sep 12, 2023 · Artificial Intelligence

AI-Powered Text Clustering and RNNs Automate Test Environment Issue Diagnosis

This article describes how a Chinese bank’s software development team leveraged AI techniques—text clustering and recurrent neural networks—to automatically classify and diagnose test-environment problems, dramatically reducing manual effort, improving issue visibility, and enabling self-healing mechanisms for faster, more reliable software delivery.

AIRNNissue classification

0 likes · 5 min read

AI-Powered Text Clustering and RNNs Automate Test Environment Issue Diagnosis