Tool Use - AI Conversations AI Sovereignty - Control Your Entire AI architecture (ft Max McCrea)
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Feb 24, 2026 Max McRae, founder of Greyhaven and self-hosting advocate, promotes sovereign AI architectures that keep private data under your control. He discusses vendor-agnostic model swapping, personal data indexing for richer context, sandboxed agent workflows, egress control, and practical trade-offs between cloud and local models. Short, practical, and focused on reclaiming control of AI systems.
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Early Self-Hosting Was Secure But Painful
- Max described trying to self-host almost everything early in his company for security reasons despite it being a poor business choice.
- He used Zulip and other bespoke systems, learned the costs, and later embraced better tooling like Coolify to simplify self-hosting.
Sovereign AI Is Architectural Control Not Just Self-Hosting
- Sovereign AI means owning architectural choices so you can swap model providers and control privacy.
- Max built self-hosted pipelines (calls, email, chat) that feed a single context window to improve summaries without exposing data to third parties.
Automate Context Aggregation For Better Outputs
- Automate context management by aggregating emails, chat, and call transcripts into contextual workflows instead of manual copy-paste.
- Max links email threads, Zulip chat and call transcripts into one context window to produce far better summaries.