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Tensormesh Inference
Serverless and Reserved inference with built-in context caching.
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Bring production context caching to your on-prem Al stack.
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Latest News
July 23, 2026
Tensormesh and AMD Collaborate to Empower Fewer GPUs to Serve More Models
Junchen Jiang
CEO, Co-Founder
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May 27, 2026
Tensormesh Raises $20M from Investors Including AMD Ventures, CoreWeave, NVentures, Launches Tensormesh Inference to Fix AI’s Most Expensive Problem
Junchen Jiang
CEO, Co-Founder
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News
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October 23, 2025
Tensormesh Emerges From Stealth to Slash AI Inference Costs and Latency by up to 10x
Junchen Jiang
CEO, Co-Founder
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Articles
February 11, 2026
Beyond Prefix Caching: How Non-Prefix Caching Achieves 25x Better Hit Rates for AI Agents
Kuntai Du
Chief Scientist, Co-Founder
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February 4, 2026
The Open Source Revolution: Why Open-Weight AI Models Are Redefining the Future
Bryan Bamford
Marketing, Enterprise and Partnerships
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January 28, 2026
LMCache's Production-Ready P2P Architecture: Powers Tensormesh's 5-10x Cost Reduction
Bryan Bamford
Marketing, Enterprise and Partnerships
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January 21, 2026
The Document Reprocessing Problem: How LLMs Waste 93% of Your GPU Budget
Bryan Bamford
Marketing, Enterprise and Partnerships
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January 15, 2026
Building Tensormesh: A conversation with the CEO (Junchen Jiang)
Junchen Jiang
CEO, Co-Founder
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January 7, 2026
The Hidden Metric That's Destroying Your AI Agent's Performance & Budget
Bryan Bamford
Marketing, Enterprise and Partnerships
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December 17, 2025
LMCache Storage ROI Calculator: When KV Cache Storage Reduces AI Inference Costs
Sandro Mazziotta
Head of Product Management
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December 10, 2025
AI Inference Costs in 2025: The $255B Market's Energy Crisis and Path to Sustainable Scaling
Bryan Bamford
Marketing, Enterprise and Partnerships
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December 3, 2025
New Hugging Face Integration: Access 300,000+ AI Models with Real-Time Performance Monitoring
Bryan Bamford
Marketing, Enterprise and Partnerships
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