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Fast Models Optimized for Coding Agents
Fast Open-Source models: Deepseek v4 flash, qwen 397b, at 200+ tps Fast Apply - Edit Files Faster - 10,500 tok/sec WarpGrep - Fast Context - 5x faster agentic code search subagent. eliminates context rot Flash Compact - 33k tps context compaction
Instantly apply AI output into code and files (5000+ tok/sec). Build your own coding agents.
Morph provides infrastructure for AI coding agents to retrieve, rerank, and apply model-generated edits into codebases and documents. It offers Morph Apply for fast updates (5000+ tok/s), Morph Embeddings, Morph Reranking, and a Morph SDK, targeting developers building agents that edit large code/file repositories.
Formerly โAutoInfraโ, โLingtualโ, โinnkeeperโ ยท why startups rename โ

Prompt and Context Optimization for Coding Agents

Models and infra for coding agents