aitbc/docs/reference/roadmap.md

AITBC Development Roadmap

This roadmap aggregates high-priority tasks derived from the bootstrap specifications in docs/bootstrap/ and tracks progress across the monorepo. Update this document as milestones evolve.

Stage 1 — Upcoming Focus Areas [COMPLETED: 2025-12-22]

• Blockchain Node Foundations

  • ✅ Bootstrap module layout in apps/blockchain-node/src/.
  • ✅ Implement SQLModel schemas and RPC stubs aligned with historical/attested receipts.

• Explorer Web Enablement

  • ✅ Finish mock integration across all pages and polish styling + mock/live toggle.
  • ✅ Begin wiring coordinator endpoints (e.g., /v1/jobs/{job_id}/receipts).

• Marketplace Web Scaffolding

  • ✅ Scaffold Vite/vanilla frontends consuming coordinator receipt history endpoints and SDK examples.

• Pool Hub Services

  • ✅ Initialize FastAPI project, scoring registry, and telemetry ingestion hooks leveraging coordinator/miner metrics.

• CI Enhancements

  • ✅ Add blockchain-node tests once available and frontend build/lint checks to .github/workflows/python-tests.yml or follow-on workflows.
  • ✅ Provide systemd unit + installer scripts under scripts/ for streamlined deployment.

Stage 2 — Core Services (MVP) [COMPLETED: 2025-12-22]

• Coordinator API

  • ✅ Scaffold FastAPI project (apps/coordinator-api/src/app/).
  • ✅ Implement job submission, status, result endpoints.
  • ✅ Add miner registration, heartbeat, poll, result routes.
  • ✅ Wire SQLite persistence for jobs, miners, receipts (historical JobReceipt table).
  • ✅ Provide .env.example, pyproject.toml, and run scripts.
  • ✅ Deploy minimal version in container with nginx proxy

• Miner Node

  • ✅ Implement capability probe and control loop (register → heartbeat → fetch jobs).
  • ✅ Build CLI and Python runners with sandboxed work dirs (result reporting stubbed to coordinator).

• Blockchain Node

  • ✅ Define SQLModel schema for blocks, transactions, accounts, receipts (apps/blockchain-node/src/aitbc_chain/models.py).
  • ✅ Harden schema parity across runtime + storage:
    • Alembic baseline + follow-on migrations in apps/blockchain-node/migrations/ now track the SQLModel schema (blocks, transactions, receipts, accounts).
    • Added Relationship + ForeignKey wiring in apps/blockchain-node/src/aitbc_chain/models.py for block ↔ transaction ↔ receipt joins.
    • Introduced hex/enum validation hooks via Pydantic validators to ensure hash integrity and safe persistence.
  • ✅ Implement PoA proposer loop with block assembly (apps/blockchain-node/src/aitbc_chain/consensus/poa.py).
  • ✅ Expose REST RPC endpoints for tx submission, balances, receipts (apps/blockchain-node/src/aitbc_chain/rpc/router.py).
  • ✅ Deliver WebSocket RPC + P2P gossip layer:
    • ✅ Stand up WebSocket subscription endpoints (apps/blockchain-node/src/aitbc_chain/rpc/websocket.py) mirroring REST payloads.
    • ✅ Implement pub/sub transport for block + transaction gossip backed by an in-memory broker (Starlette Broadcast or Redis) with configurable fan-out.
    • ✅ Add integration tests and load-test harness ensuring gossip convergence and back-pressure handling.
  • ✅ Ship devnet scripts (apps/blockchain-node/scripts/).
  • ✅ Add observability hooks (JSON logging, Prometheus metrics) and integrate coordinator mock into devnet tooling.
  • ✅ Expand observability dashboards + miner mock integration:
    • Build Grafana dashboards for consensus health (block intervals, proposer rotation) and RPC latency (apps/blockchain-node/observability/).
    • Expose miner mock telemetry (job throughput, error rates) via shared Prometheus registry and ingest into blockchain-node dashboards.
    • Add alerting rules (Prometheus Alertmanager) for stalled proposers, queue saturation, and miner mock disconnects.
    • Wire coordinator mock into devnet tooling to simulate real-world load and validate observability hooks.

• Receipt Schema

  • ✅ Finalize canonical JSON receipt format under protocols/receipts/ (includes sample signed receipts).
  • ✅ Implement signing/verification helpers in packages/py/aitbc-crypto (JS SDK pending).
  • ✅ Translate docs/bootstrap/aitbc_tech_plan.md contract skeleton into Solidity project (packages/solidity/aitbc-token/).
  • ✅ Add deployment/test scripts and document minting flow (packages/solidity/aitbc-token/scripts/ and docs/run.md).

• Wallet Daemon

  • ✅ Implement encrypted keystore (Argon2id + XChaCha20-Poly1305) via KeystoreService.
  • ✅ Provide REST and JSON-RPC endpoints for wallet management and signing (api_rest.py, api_jsonrpc.py).
  • ✅ Add mock ledger adapter with SQLite backend powering event history (ledger_mock/).
  • ✅ Integrate Python receipt verification helpers (aitbc_sdk) and expose API/service utilities validating miner + coordinator signatures.
  • ✅ Harden REST API workflows (create/list/unlock/sign) with structured password policy enforcement and deterministic pytest coverage in apps/wallet-daemon/tests/test_wallet_api.py.
  • ✅ Implement Wallet SDK receipt ingestion + attestation surfacing:
    • Added /v1/jobs/{job_id}/receipts client helpers with cursor pagination, retry/backoff, and summary reporting (packages/py/aitbc-sdk/src/receipts.py).
    • Reused crypto helpers to validate miner and coordinator signatures, capturing per-key failure reasons for downstream UX.
    • Surfaced aggregated attestation status (ReceiptStatus) and failure diagnostics for SDK + UI consumers; JS helper parity still planned.

Stage 3 — Pool Hub & Marketplace [COMPLETED: 2025-12-22]

• Pool Hub

  • ✅ Implement miner registry, scoring engine, and /v1/match API with Redis/PostgreSQL backing stores.
  • ✅ Add observability endpoints (/v1/health, /v1/metrics) plus Prometheus instrumentation and integration tests.

• Marketplace Web

  • ✅ Initialize Vite project with vanilla TypeScript (apps/marketplace-web/).
  • ✅ Build offer list, bid form, and stats cards powered by mock data fixtures (public/mock/).
  • ✅ Provide API abstraction toggling mock/live mode (src/lib/api.ts) and wire coordinator endpoints.
  • ✅ Validate live mode against coordinator /v1/marketplace/* responses and add auth feature flags for rollout.
  • ✅ Deploy to production at https://aitbc.bubuit.net/marketplace/

• Explorer Web

  • ✅ Initialize Vite + TypeScript project scaffold (apps/explorer-web/).
  • ✅ Add routed pages for overview, blocks, transactions, addresses, receipts.
  • ✅ Seed mock datasets (public/mock/) and fetch helpers powering overview + blocks tables.
  • ✅ Extend mock integrations to transactions, addresses, and receipts pages.
  • ✅ Implement styling system, mock/live data toggle, and coordinator API wiring scaffold.
  • ✅ Render overview stats from mock block/transaction/receipt summaries with graceful empty-state fallbacks.
  • ✅ Validate live mode + responsive polish:
    • Hit live coordinator endpoints (/v1/blocks, /v1/transactions, /v1/addresses, /v1/receipts) via getDataMode() === "live" and reconcile payloads with UI models.
    • Add fallbacks + error surfacing for partial/failed live responses (toast + console diagnostics).
    • Audit responsive breakpoints (public/css/layout.css) and adjust grid/typography for tablet + mobile; add regression checks in Percy/Playwright snapshots.
  • ✅ Deploy to production at https://aitbc.bubuit.net/explorer/ with genesis block display

Stage 4 — Observability & Production Polish

• Observability & Telemetry

  • ✅ Build Grafana dashboards for PoA consensus health (block intervals, proposer rotation cadence) leveraging poa_last_block_interval_seconds, poa_proposer_rotations_total, and per-proposer counters.
  • ✅ Surface RPC latency histograms/summaries for critical endpoints (rpc_get_head, rpc_send_tx, rpc_submit_receipt) and add Grafana panels with SLO thresholds.
  • ✅ Ingest miner mock telemetry (job throughput, failure rate) into the shared Prometheus registry and wire panels/alerts that correlate miner health with consensus metrics.

• Explorer Web (Live Mode)

  • ✅ Finalize live getDataMode() === "live" workflow: align API payload contracts, render loading/error states, and persist mock/live toggle preference.
  • ✅ Expand responsive testing (tablet/mobile) and add automated visual regression snapshots prior to launch.
  • ✅ Integrate Playwright smoke tests covering overview, blocks, and transactions pages in live mode.

• Marketplace Web (Launch Readiness)

  • ✅ Connect mock listings/bids to coordinator data sources and provide feature flags for live mode rollout.
  • ✅ Implement auth/session scaffolding for marketplace actions and document API assumptions in apps/marketplace-web/README.md.
  • ✅ Add Grafana panels monitoring marketplace API throughput and error rates once endpoints are live.

• Operational Hardening

  • ✅ Extend Alertmanager rules to cover RPC error spikes, proposer stalls, and miner disconnects using the new metrics.
  • ✅ Document dashboard import + alert deployment steps in docs/run.md for operators.
  • ✅ Prepare Stage 3 release checklist linking dashboards, alerts, and smoke tests prior to production cutover.

Stage 5 — Scaling & Release Readiness

• Infrastructure Scaling

  • ✅ Benchmark blockchain node throughput under sustained load; capture CPU/memory targets and suggest horizontal scaling thresholds.
  • ✅ Build Terraform/Helm templates for dev/staging/prod environments, including Prometheus/Grafana bundles.
  • ✅ Implement autoscaling policies for coordinator, miners, and marketplace services with synthetic traffic tests.

• Reliability & Compliance

  • ✅ Formalize backup/restore procedures for PostgreSQL, Redis, and ledger storage with scheduled jobs.
  • ✅ Complete security hardening review (TLS termination, API auth, secrets management) and document mitigations in docs/security.md.
  • ✅ Add chaos testing scripts (network partition, coordinator outage) and track mean-time-to-recovery metrics.

• Product Launch Checklist

  • ✅ Finalize public documentation (API references, onboarding guides) and publish to the docs portal.
  • ✅ Coordinate beta release timeline, including user acceptance testing of explorer/marketplace live modes.
  • ✅ Establish post-launch monitoring playbooks and on-call rotations.

Stage 6 — Ecosystem Expansion

• Cross-Chain & Interop

  • ✅ Prototype cross-chain settlement hooks leveraging external bridges; document integration patterns.
  • ✅ Extend SDKs (Python/JS) with pluggable transport abstractions for multi-network support.
  • 🔄 Evaluate third-party explorer/analytics integrations and publish partner onboarding guides.

• Marketplace Growth

  • 🔄 Launch incentive programs (staking, liquidity mining) and expose telemetry dashboards tracking campaign performance.
  • 🔄 Implement governance module (proposal voting, parameter changes) and add API/UX flows to explorer/marketplace.
  • 🔄 Provide SLA-backed coordinator/pool hubs with capacity planning and billing instrumentation.

• Developer Experience

  • 🔄 Publish advanced tutorials (custom proposers, marketplace extensions) and maintain versioned API docs.
  • 🔄 Integrate CI/CD pipelines with canary deployments and blue/green release automation.
  • 🔄 Host quarterly architecture reviews capturing lessons learned and feeding into roadmap revisions.

Stage 7 — Innovation & Ecosystem Services

• GPU Service Expansion

  • ✅ Implement dynamic service registry framework for 30+ GPU-accelerated services
  • ✅ Create service definitions for AI/ML (LLM inference, image/video generation, speech recognition, computer vision, recommendation systems)
  • ✅ Create service definitions for Media Processing (video transcoding, streaming, 3D rendering, image/audio processing)
  • ✅ Create service definitions for Scientific Computing (molecular dynamics, weather modeling, financial modeling, physics simulation, bioinformatics)
  • ✅ Create service definitions for Data Analytics (big data processing, real-time analytics, graph analytics, time series analysis)
  • ✅ Create service definitions for Gaming & Entertainment (cloud gaming, asset baking, physics simulation, VR/AR rendering)
  • ✅ Create service definitions for Development Tools (GPU compilation, model training, data processing, simulation testing, code generation)
  • ✅ Deploy service provider configuration UI with dynamic service selection
  • ✅ Implement service-specific validation and hardware requirement checking

• Advanced Cryptography & Privacy

  • ✅ Research zk-proof-based receipt attestation and prototype a privacy-preserving settlement flow.
  • ✅ Add confidential transaction support with opt-in ciphertext storage and HSM-backed key management.
  • ✅ Publish threat modeling updates and share mitigations with ecosystem partners.

• Enterprise Integrations

  • ✅ Deliver reference connectors for ERP/payment systems and document SLA expectations.
  • ✅ Stand up multi-tenant coordinator infrastructure with per-tenant isolation and billing metrics.
  • ✅ Launch ecosystem certification program (SDK conformance, security best practices) with public registry.

• Community & Governance

  • ✅ Establish open RFC process, publish governance website, and schedule regular community calls.
  • ✅ Sponsor hackathons/accelerators and provide grants for marketplace extensions and analytics tooling.
  • ✅ Track ecosystem KPIs (active marketplaces, cross-chain volume) and feed them into quarterly strategy reviews.

Stage 8 — Frontier R&D & Global Expansion [IN PROGRESS: 2025-12-22]

• Protocol Evolution

  • ✅ Launch research consortium exploring next-gen consensus (hybrid PoA/PoS) and finalize whitepapers.
  • 🔄 Prototype sharding or rollup architectures to scale throughput beyond current limits.
  • 🔄 Standardize interoperability specs with industry bodies and submit proposals for adoption.

• Global Rollout

  • 🔄 Establish regional infrastructure hubs (multi-cloud) with localized compliance and data residency guarantees.
  • 🔄 Partner with regulators/enterprises to pilot regulated marketplaces and publish compliance playbooks.
  • 🔄 Expand localization (UI, documentation, support) covering top target markets.

• Long-Term Sustainability

  • 🔄 Create sustainability fund for ecosystem maintenance, bug bounties, and community stewardship.
  • 🔄 Define succession planning for core teams, including training programs and contributor pathways.
  • 🔄 Publish bi-annual roadmap retrospectives assessing KPI alignment and revising long-term goals.

Stage 9 — Moonshot Initiatives [IN PROGRESS: 2025-12-22]

• Decentralized Infrastructure

  • 🔄 Transition coordinator/miner roles toward community-governed validator sets with incentive alignment.
  • 🔄 Explore decentralized storage/backbone options (IPFS/Filecoin) for ledger and marketplace artifacts.
  • 🔄 Prototype fully trustless marketplace settlement leveraging zero-knowledge rollups.

• AI & Automation

  • 🔄 Integrate AI-driven monitoring/anomaly detection for proposer health, market liquidity, and fraud detection.
  • 🔄 Automate incident response playbooks with ChatOps and policy engines.
  • 🔄 Launch research into autonomous agent participation (AI agents bidding/offering in the marketplace) and governance implications.

• Global Standards Leadership

  • 🔄 Chair industry working groups defining receipt/marketplace interoperability standards.
  • 🔄 Publish annual transparency reports and sustainability metrics for stakeholders.
  • 🔄 Engage with academia and open-source foundations to steward long-term protocol evolution.

Stage 10 — Stewardship & Legacy Planning [IN PROGRESS: 2025-12-22]

• Open Governance Maturity

  • 🔄 Transition roadmap ownership to community-elected councils with transparent voting and treasury controls.
  • 🔄 Codify constitutional documents (mission, values, conflict resolution) and publish public charters.
  • 🔄 Implement on-chain governance modules for protocol upgrades and ecosystem-wide decisions.

• Educational & Outreach Programs

  • 🔄 Fund university partnerships, research chairs, and developer fellowships focused on decentralized marketplace tech.
  • 🔄 Create certification tracks and mentorship programs for new validator/operators.
  • 🔄 Launch annual global summit and publish proceedings to share best practices across partners.

• Long-Term Preservation

  • 🔄 Archive protocol specs, governance records, and cultural artifacts in decentralized storage with redundancy.
  • 🔄 Establish legal/organizational frameworks to ensure continuity across jurisdictions.
  • 🔄 Develop end-of-life/transition plans for legacy components, documenting deprecation strategies and migration tooling.

Shared Libraries & Examples

the canonical checklist during implementation. Mark completed tasks with ✅ and add dates or links to relevant PRs as development progresses.