# Prism Project Roadmap

## Current Phase: Agent Infrastructure Resilience

- [x] **v11.0.1** - GRPO Alignment (Phase 1)
    - [x] Zero-Search $O(1)$ Retrieval Integration
    - [x] Group Relative Policy Optimization (500 iters)
    - [x] VRAM-optimized DPO for Apple Silicon
    - [x] Initial structural alignment for `<think>` reasoning
- [x] **v11.5.0** - Structural GRPO Alignment
    - [x] Achieve 100% Tool-Call Accuracy (Cross-validated on Synalux)
    - [x] 100.0% JSON Validity via `<|synalux_think|>` → `<|tool_call|>` enforcement
    - [x] Centralized thinking tag stripping in `localLlm.ts`
    - [x] VRAM-optimized DPO training pipeline
- [x] **v11.6.0** - Agent Infrastructure Resilience
    - [x] Serialized execution queue via Python `fcntl.flock` (macOS-native)
    - [x] Memory guardian daemon for proactive RAM pressure management
    - [x] Queue watchdog for deadlock auto-drain
    - [x] Unified agent status dashboard (`agent_status.sh`)
    - [x] 115/115 tests across 5 suites (unit, concurrent, shell, mock, stress)
- [x] **v12.1.0** - Developer Onboarding & Framework Bridge
    - [x] Interactive first-run setup wizard in Mind Palace Dashboard
    - [x] LangChain/LlamaIndex Python memory adapter (`pip install prism-memory`)
    - [x] CrewAI/AutoGen memory provider plugin
    - [x] Implicit memory extraction (NER) from raw conversations — auto-save entities without explicit tool calls
    - [x] 3-minute quickstart tutorial (guided in-dashboard walkthrough)
- [x] **v12.2.0** - Enterprise Observability & Reliability
    - [x] API usage analytics dashboard (per-project call tracking, token spend charts)
    - [x] Real-time notifications (webhook/Slack/email on health degradation, compaction events)
    - [x] Automated SQLite backup scheduler (hourly/daily/weekly with point-in-time restore)
    - [x] Memory analytics time-series charts (growth, compaction efficiency, search patterns)
    - [x] Natural language memory query ("what did we decide about auth?" → structured results)
- [x] **v12.3.0** - Team Collaboration & RBAC
    - [x] Role-based access control (RBAC) engine — admin/editor/viewer + custom roles with SQLite persistence
    - [x] Encrypted peer-to-peer session syncing (AES-256-GCM, SHA-256 integrity, conflict resolution)
    - [x] Multi-agent task routing with verifiable memory (Merkle tree attestation)
    - [x] Mobile-responsive dashboard config flag (`PRISM_MOBILE_DASHBOARD`)
- [x] **v12.4.0** - GitHub Integration & Automation
    - [x] GitHub Issues/PR bidirectional sync with memory entries (REST API v3)
    - [x] AI-generated changelogs from session ledger history (Keep a Changelog + optional LLM)
    - [x] GitHub Actions CI/CD pipeline generator (preset templates: node-test, npm-publish, python-test)
    - [x] Memory attestation — SHA-256 Merkle tree for provable integrity and tamper detection
- [x] **v12.5.0** - Cloud Runtime & Extensibility
    - [x] Plugin/Extension API for IDE marketplace (manifest validation, lifecycle hooks, custom tool registration)
    - [x] Synalux thin-client proxy (tier-gated rate limiting, feature gates, exponential backoff)
    - [x] Cloud-delegated Dark Factory pipelines (remote agent execution with memory injection)
    - [x] Tier-gated VM quotas (per-tier CPU/RAM/storage/concurrent-run limits)
    - [x] Hypervisor abstraction (Apple Virtualization, VMware, Parallels, QEMU, Hyper-V)
    - [x] 14 built-in device templates (Linux, Windows, iOS, iPadOS, watchOS, Wear OS, Android, macOS, Vision Pro, Meta Quest)
    - [x] Game Engine SDK, Creative Studio, Component Marketplace, 17 Project Templates
    - [x] Two-layer Licensing + Ethics & Export Control Enforcement (see [ETHICS.md](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
