From the Frequency team

Engineering deep-dives, product updates, and thoughts on the future of AI memory.

ProductComing Soon

Introducing Frequency v3 Encoding

Our third-generation semantic encoding engine brings neural k-means clustering, 10-word chunking, and codebook learning that adapts to your codebase.

March 2026
EngineeringComing Soon

How We Achieved 30x Compression

A deep dive into the engineering behind FrequencyHead — from raw text to 2-byte cognitive codes, without losing meaning.

February 2026
EcosystemComing Soon

Building for the MCP Ecosystem

Why we bet on Model Context Protocol as the standard for AI tool integration, and how 42 MCP methods power Frequency.

January 2026
ArchitectureComing Soon

Why Edge-Native Matters for AI Memory

Sub-300ms recall isn't a nice-to-have — it's the difference between seamless AI context and a frustrating pause. Here's why we chose Cloudflare Workers.

December 2025

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