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This roadmap summarizes technical direction from the architecture planning docs.

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Invariants

  1. POSIX remains the primary interface for agents.
  2. Filesystem-level access control remains the safety boundary.

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Current state

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Data plane

  • Batch materialization is production-ready.
  • Script output sync to host paths is available today.

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Execution plane

  • Docker-backed local sandboxes are available.
  • Mount permissions support ro, rw, and rwcopy.

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In progress

  • Connector framework for SaaS and storage backends.
  • Improved Linux and macOS compatibility.

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Planned

  • Live sync engine for incremental bidirectional updates.
  • Network-mountable filesystem for remote sandbox providers.
  • Per-agent mount policies with isolated data views.
  • Lazy-loading file strategies for faster sandbox startup.

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Security pipeline direction

Amika is evolving toward a filter pipeline:
  1. Inbound redaction and tokenization
  2. Agent file access inside constrained mounts
  3. Outbound validation and approval before write-back

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Long-term vision

Amika aims to create semantic data views for agents, so workflows are organized by intent instead of source system boundaries.