- Main Whitepaper - Core concepts and architecture
- 10 Best Tips - Quick practical tips for immediate implementation
- SOLO + GLM-5 Best Combo - Deep dive into cost optimization
- Best Models Guide - Which model to choose for each task
- Billing Updates - New token-based membership details
- New Billing Stats - Real-world usage data and technical analysis
- Billing & Token Optimization - How to save tokens and reduce costs
- Rulesets Template - Ready-to-use ruleset examples
This repository documents the full engineering workflow I use to build, automate and scale software development tasks through TRAE, combined with custom-built AI Agents, strict Rule Systems, and an optimized model selection strategy based on performance benchmarks.
The core of this work is detailed in our Main Whitepaper, which explains how TRAE becomes a real AI Engineering Team, how to orchestrate multi-agent execution, and how leveraging GLM-5 (z.ai) inside TRAE dramatically reduces cost while increasing output efficiency.
A complete comparison of models (Gemini, GPT, Kimi) and which one to choose for frontend, backend, or refactoring.
Comprehensive deep-dive on the most cost-effective TRAE setup using GLM-5 to save up to 100x on credits.
Ready-to-use rule templates and system prompts for deterministic agent behavior.
Quick, actionable tips for immediate implementation and workflow optimization.
Detailed strategies for saving tokens, reducing costs, and maximizing your requests.
Everything you need to know about the transition from request-based to token-based usage.
Real-world technical data, model efficiency, and token burn analysis from intensive usage.
- Model Availability (Claude & GPT): Why certain models are restricted and what are the best alternatives.
Latest info on the upcoming (and currently in internal testing) Linux release.
- Agents VS Rules VS Skills: Understand the core differences in TRAE.
- TRAE-Agents Collection: Production-ready AI agents for the TRAE ecosystem.
- TRAE Skills Repository: Tips and tricks for TRAE.
- Get 10% Discount on GLM-5: Use this referral link for 10% off the Coding Plan.