ADR-095 is an architecture decision record documenting seven critical execution-layer gaps identified in the Ruflo system architecture during the v3.7 development cycle ¹⁾. This record serves as a remediation tracking mechanism for addressing systemic limitations in agent spawning, workflow execution, and memory management that constrain production deployment of agent-based systems.

Architecture decision records (ADRs) function as technical documentation capturing significant architectural decisions, their rationale, and implementation status within software systems ²⁾. ADR-095 specifically addresses execution-layer deficiencies that impede the transition from prototype to production-grade agent orchestration. The seven identified gaps (G1 through G7, with G5 omitted) represent distinct failure modes in agent lifecycle management, inter-process communication, and state persistence mechanisms.

G1: agent_spawn Unwired represents incomplete integration between agent instantiation requests and runtime allocation mechanisms. Agent spawning requires establishing isolated execution contexts with proper resource isolation and capability binding. The unwired condition indicates that agent creation requests lack downstream wiring to actual process allocation, creating a gap between the conceptual agent model and runtime instantiation ³⁾.

G2: Hive-Mind Single-Process describes a critical architectural limitation where multi-agent coordination collapses into a single process boundary. Hive-mind patterns typically distribute cognitive workloads across multiple specialized agents; however, implementation in a single process eliminates the parallelism and isolation benefits these patterns provide. This constraint creates both performance bottlenecks and failure mode isolation problems ⁴⁾.

G3: workflow_execute No Runtime indicates that workflow execution lacks a corresponding runtime environment capable of orchestrating sequential or parallel task execution. Workflows require scheduling infrastructure to manage task dependencies, resource allocation, and execution flow control. The absence of runtime support prevents reliable workflow progression beyond simple linear sequences ⁵⁾.

G4: WASM Agent Echoes Only constrains WebAssembly-based agents to pure echo functionality without computational capacity. WebAssembly provides sandboxed execution with deterministic behavior; however, agents limited to echo-only operation cannot perform meaningful computation, learning, or state transformation. This gap prevents leveraging WASM's security benefits for actual workload execution ⁶⁾.

G6: Auto-Memory 5,706 Entries documents memory management constraints where automated memory systems accumulate excessive entries (5,706 documented instances), degrading lookup performance and increasing storage overhead. This suggests insufficient pruning, deduplication, or hierarchical organization of memory structures, creating operational inefficiencies in agent context retrieval and decision-making ⁷⁾.

The documentation of these gaps serves remediation planning purposes for the v3.7 release cycle. Systematic ADR tracking enables prioritization of architectural investments based on impact severity and dependency relationships. Gap remediation typically follows a sequence: establishing proper wiring for agent_spawn, implementing multi-process coordination for hive-mind patterns, building runtime execution infrastructure for workflow orchestration, expanding WASM agent capabilities, and optimizing memory management structures.

These gaps reflect common challenges in distributed agent systems, including process isolation boundaries, inter-process communication protocols, and state management at scale. Similar challenges appear in microservices architectures where service discovery, orchestration, and memory-efficient state representation require careful engineering. ADR-095 exemplifies the structured approach to documenting and tracking architectural constraints throughout system evolution.

• ADR (Architecture Decision Records) Process
• ADR-093: May 3 Self-Audit and Verification Swarm
• roman-rr April 2026 Audit