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Prism Project Roadmap

Current Phase: Agent Infrastructure Resilience

  • v11.0.1 - GRPO Alignment (Phase 1)
    • Zero-Search $O(1)$ Retrieval Integration
    • Group Relative Policy Optimization (500 iters)
    • VRAM-optimized DPO for Apple Silicon
    • Initial structural alignment for <think> reasoning
  • v11.5.0 - Structural GRPO Alignment
    • Achieve 100% Tool-Call Accuracy (Cross-validated on Synalux)
    • 100.0% JSON Validity via <|synalux_think|> → <|tool_call|> enforcement
    • Centralized thinking tag stripping in localLlm.ts
    • VRAM-optimized DPO training pipeline
  • v11.6.0 - Agent Infrastructure Resilience
    • Serialized execution queue via Python fcntl.flock (macOS-native)
    • Memory guardian daemon for proactive RAM pressure management
    • Queue watchdog for deadlock auto-drain
    • Unified agent status dashboard (agent_status.sh)
    • 115/115 tests across 5 suites (unit, concurrent, shell, mock, stress)
  • v12.1.0 - Developer Onboarding & Framework Bridge
    • Interactive first-run setup wizard in Mind Palace Dashboard
    • LangChain/LlamaIndex Python memory adapter (pip install prism-memory)
    • CrewAI/AutoGen memory provider plugin
    • Implicit memory extraction (NER) from raw conversations — auto-save entities without explicit tool calls
    • 3-minute quickstart tutorial (guided in-dashboard walkthrough)
  • v12.2.0 - Enterprise Observability & Reliability
    • API usage analytics dashboard (per-project call tracking, token spend charts)
    • Real-time notifications (webhook/Slack/email on health degradation, compaction events)
    • Automated SQLite backup scheduler (hourly/daily/weekly with point-in-time restore)
    • Memory analytics time-series charts (growth, compaction efficiency, search patterns)
    • Natural language memory query ("what did we decide about auth?" → structured results)
  • v12.3.0 - Team Collaboration & RBAC
    • Role-based access control (RBAC) engine — admin/editor/viewer + custom roles with SQLite persistence
    • Encrypted peer-to-peer session syncing (AES-256-GCM, SHA-256 integrity, conflict resolution)
    • Multi-agent task routing with verifiable memory (Merkle tree attestation)
    • Mobile-responsive dashboard config flag (PRISM_MOBILE_DASHBOARD)
  • v12.4.0 - GitHub Integration & Automation
    • GitHub Issues/PR bidirectional sync with memory entries (REST API v3)
    • AI-generated changelogs from session ledger history (Keep a Changelog + optional LLM)
    • GitHub Actions CI/CD pipeline generator (preset templates: node-test, npm-publish, python-test)
    • Memory attestation — SHA-256 Merkle tree for provable integrity and tamper detection
  • v12.5.0 - Cloud Runtime & Extensibility
    • Plugin/Extension API for IDE marketplace (manifest validation, lifecycle hooks, custom tool registration)
    • Synalux thin-client proxy (tier-gated rate limiting, feature gates, exponential backoff)
    • Cloud-delegated Dark Factory pipelines (remote agent execution with memory injection)
    • Tier-gated VM quotas (per-tier CPU/RAM/storage/concurrent-run limits)
    • Hypervisor abstraction (Apple Virtualization, VMware, Parallels, QEMU, Hyper-V)
    • 14 built-in device templates (Linux, Windows, iOS, iPadOS, watchOS, Wear OS, Android, macOS, Vision Pro, Meta Quest)
    • Game Engine SDK, Creative Studio, Component Marketplace, 17 Project Templates
    • Two-layer Licensing + Ethics & Export Control Enforcement (see ETHICS.md)
  • v13.0.0 - Multi-Modal Memory & Recall
    • Image/screenshot memory — store and recall UI states, diagrams, architecture graphs
    • Audio transcription persistence — voice session summaries indexed as searchable memory
    • Diagram-aware context loading — Mermaid/PlantUML parsing into structured memory nodes
    • Video snippet memory — frame-level annotations linked to session entries
    • Multi-modal semantic search — unified vector index across text, image, and audio embeddings
  • v14.0.0 - Federated Agent Networks
    • Cross-organization memory federation — zero-copy knowledge sharing with ACL enforcement
    • Zero-trust agent attestation — cryptographic proof of agent identity and capability claims
    • Distributed ledger consensus — CRDTs for multi-org conflict-free memory replication
    • Agent reputation system — trust scores based on task completion, accuracy, and peer reviews
    • Federated search — query across partner organizations' shared knowledge partitions
  • v15.0.0 - Autonomous Verification & Self-Healing
    • AI-native test generation from memory — auto-create regression tests from session diffs
    • Self-healing pipelines — auto-detect and patch broken builds from error pattern memory
    • Semantic regression detection — diff session memories to flag unintended behavior changes
    • Verification sandbox — isolated execution environment for automated correctness proofs
    • Continuous compliance monitoring — auto-audit memory operations against GDPR/SOC2/HIPAA