Writing

Occasional writing on things I find worth documenting.

InfrastructureApr 8, 2026external

Introducing Bifrost MCP Gateway: Access Control, Cost Governance, and 92% Lower Token Costs at Scale

The naive approach injects all tool definitions into context on every request. That's why it's expensive. Here's what we did instead.

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storyApril 6, 202610 min · 2,479 words

I took Interact to 7,000 users in college. Then I shut it down.

Three years, four full rebuilds, one very chaotic hackathon deployment, and what I actually learned from building something that a lot of people used and I still chose to walk away from.

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PerformanceJun 3, 2025external

Bifrost: A Drop-in LLM Proxy, 50x Faster Than LiteLLM

9.5x higher throughput. 54x lower P99 latency. Zero runtime allocations. Here's exactly how.

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