Our published engineering notes on multi-agent system architecture, deterministic software verification, distributed offline databases, and context engineering.
Why chat-based coding assistants fail at complex multi-step refactors, and how sandboxed terminal execution combined with deterministic test loops enables autonomous agent coordination without human babysitting.
A practical blueprint for structuring .context/ directories, ADRs, and token-efficient markdown schemas to keep autonomous coding agents aligned with project design constraints across hundreds of turns.
Architecting resilient point-of-sale and inventory databases that operate with zero internet connectivity and resolve reconciliation conflicts deterministically upon reconnection.
Best practices for exposing database schemas, filesystem APIs, and CI/CD pipelines to autonomous agents through secure, type-safe MCP server definitions.
We partner with founders and engineering organizations on agentic AI architectures and distributed systems.
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