Onklaud 5 Released — An Open-Source Coding Pipeline

🛠 Onklaud 5 Released — An Open-Source Coding Pipeline

The system utilizes a model ensemble architecture (Kimi K2.7, GLM 5.2, and DeepSeek V4 Pro) to automate code writing. Thanks to the Ponytail Ladder layer, 57% of typical tasks are solved for free via standard libraries without making API calls.

🌍 Moving to multi-model pipelines increases code reliability and reduces API costs.

👤 This could replace expensive AI assistant subscriptions: you deploy your own system that costs cents instead of dollars.

Source 1: https://github.com/KorroAi/onklaud-5