Kimi K2

Around Moonshot AI's Kimi K2 open-source agent model line, this walks through long-horizon coding, visual debugging and Agent Swarm orchestration in K2.5 and K2.6, plus the trade-offs between local deployment and API access.

Kimi K2 is the open-source agentic series from Moonshot AI, whose line from K2-0905 through K2.5 and K2.6 centres on long-horizon execution and dependable tool calling. Official material describes 256K context and hundreds of consecutive tool calls; K2.5 adds visual coding and parallel Agent Swarm sub-agents, while K2.6 pushes motion-rich web generation and cross-language engineering migration.

Comprehensive interpretation of Kimi K2.6: Long-term execution and multi-tool invocation of open source code agents

1. Abstract Kimi K2.6 is an open source multimodal, agile model released by Moonshot AI, focusing on "long-term coding + tool invocation + multi-agent...

Admin 4/21/2026

277

Kimi K2.5 Open Source Multimodal Agent Full Solution: Parallel Collaboration with Visual Programming and Agent Swarm

1. Abstract Kimi K2.5 is an open-source "vision + agentic" multimodal model released by Moonshot AI, which supports unified image/video and text input...

Admin 1/27/2026

318

A Comprehensive Explanation of Kimi K2 Thinking: An Open-Source Intelligent Agent Model for "Thinking-Retrieval-Execution"

I. Abstract Kimi K2 Thinking is an open-source "thinking" intelligent agent model launched by Moonshot, emphasizing dynamic tool invocation and multi-...

Admin 11/7/2025

319

Kimi K2-0905 update: 256k context + stronger tool calls, AI engineering is speeded up

Kimi K2-0905 released: 256k context + stronger front-end coding and tool calling, AI upgrade for Agent and engineering practice This update has advanc...

Admin 9/6/2025

184