Runtime continuity & agent workflows

Notes on runtime continuity, context engineering, MCP integration, and long-running agent workflows—how to build software when AI agents can maintain workspace state across sessions.

Posts coming soon.

We are preparing articles on runtime continuity, MCP tooling, and long-running agent workflows.

Planned topics

  • Runtime continuity

    Why AI coding agents lose runtime state

    Context windows vs. workspace runtime continuity—and what changes when agents can continue instead of restart.

  • Context engineering

    Lifecycle-aware compression without losing intent

    Ranking activity, evolving runtime state, and token budgets for large codebases.

  • MCP

    Contorium MCP tools in practice

    Connecting Claude Code and MCP clients to structured workspace runtime state.

  • Agent workflows

    Long-running coding workflows across sessions

    Agent continuity, model switches, and Git-aware runtime tracking.

Build with runtime continuity

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