Research Workspace
Live
Operational
Forex research and OANDA read-only market data are served through the backend.
Overview
Operational Readiness
Historical Replay
Server
Operational
Replay jobs run through bounded server invocations and persist in Neon PostgreSQL.
Production Baseline
PASS
Live
The current production baseline is live at https://axiom-ind.com.
Constitution
What Axiom Believes
Vision
Axiom exists to help Girish make better trading decisions sooner and become his primary daily trading workstation.
Mission
Build an explainable, evidence-driven, Forex-first AI trading assistant with human-controlled OANDA practice execution.
HQ / Studio Operating Model
HQ defines vision, mission, principles, AI-7, capability architecture, decision philosophy, and major governance decisions. Studio defines how approved architecture is implemented. Sprint documentation defines what is being built now.
Decision Philosophy
Decision Engine is the brain. LLM communicates. Learning improves recommendations. Everything is explainable. Portfolio-aware decisions seek maximum opportunity with minimum necessary risk. Girish remains in control of every trade.
Capability Architecture
AI-7 to Implementation
| AI Pattern | Capability | Phase | Studio Implementation |
|---|---|---|---|
| Pattern Detection | Learning Engine | Sprint 4A | Evidence and learning records from research, replay, market context, and trade outcomes. |
| Predictive Analytics | Decision Engine | Sprint 4A | Explainable BUY / SELL / WAIT recommendation with risk and portfolio-aware fields. |
| Conversational | Ask Axiom | Sprint 4A | Contextual page-aware explanations from the current recommendation and evidence. |
| Recognition | Research and Evidence Explorer | Sprint 4A | Instrument, source, document, category, timeline, and provenance traceability. |
| Autonomous | Continuous Research | Sprint 4A | Bounded server-side refresh and learning updates within approved safety limits. |
| Hyperpersonalization | Personal Risk Memory | Future | Risk defaults, journal outcomes, and persisted preferences once approved. |
| Goal Driven | Trade Discipline and Review | Sprint 4A | Recommendation-to-review flow through existing OANDA practice guardrails. |
Intelligence Governance
Active Method Registry
Loading the governed method registry...
| Method | Capability | AI-7 | Status | Governance | Limitation |
|---|---|---|---|---|---|
| Loading active and available methods... | |||||
AI-7 Pattern Map
Implementation Status
| Pattern | Capability | Status | Implementation |
|---|---|---|---|
| Loading AI-7 implementation status... | |||
Sprint Board
Current Governance Gate
| Field | Value |
|---|---|
| Sprint | Sprint 4 |
| Title | Learning Engine, Decision Engine, Intelligence Assistant, Evidence Explorer, and Trade Review vertical slice |
| Status | Release Candidate - PAT |
| Production | Live - baseline PASS |
| Technical foundation | Sprint 3 baseline complete |
| Domain | https://axiom-ind.com |
Status
Sprint Status Record
Official Approval Workflow
Sprint 3 Baseline Record
Executive Summary
Sprint 3 delivered server-side historical replay, Replay API routes, Neon PostgreSQL persistence, chunked replay execution, recovery and continuation, idempotent processing, browser-independent execution, six-month replay validation, OANDA connectivity, and production deployment through Vercel.
Known Limitation
Calendar-window estimates may differ from the actual number of OANDA candles returned.
Technical Debt and Follow-up
- Create an Operations Runbook.
- Improve replay progress estimation.
- Reassess bounded Vercel execution if future scale requires a durable workflow system.
These items are non-blocking and do not block Sprint 4 preparation.
Completed Deliverables
- Research Engine reuse
- Historical replay service
- Replay API routes
- Database schema
- Persistent replay jobs and results
- Chunked execution
- Job recovery
- Idempotency protection
- Workspace result visibility
- Production infrastructure
- Environment configuration
- OANDA integration validation
Validation Results
- Git synchronization
- Automated tests - 51 passed
- Production build passed
- Secret scan
- Git history scan
- Frontend validation
- API health
- OANDA connectivity
- PostgreSQL connectivity
- Database schema
- Replay execution
- Chunk replay
- Recovery
- Persistence
- Six-month replay
- Workspace visibility
- Production deployment
- Root lint script is not configured in package.json
Architecture Decisions
- Historical Replay is distinct from backtesting.
- Historical Replay reuses the Research Engine rather than duplicating analytical logic.
- Replay workloads execute server-side.
- Neon PostgreSQL is the persistence layer.
- Vercel supports bounded chunk execution.
- Replay jobs support continuation, recovery, and idempotency.
- OANDA remains the initial market-data and broker integration provider.
- No Phase 2, trading strategy logic, or future roadmap functionality was included in Sprint 3.
Production Baseline Decision
Sprint 3 is recorded as complete. The production baseline passed validation and is live on the temporary domain.
- Sprint
- Sprint 3
- Decision
- Approved baseline
- Final status
- Complete - production baseline PASS
- Production domain
- https://axiom-ind.com
- Next sprint
- Sprint 4
Roadmap
Intelligence-First Implementation Model
Roadmap governance: Sprint 4 is active. The engineering focus is the Learning Engine, Decision Engine, Intelligence Assistant, Evidence Explorer, and Trade Review vertical slice. The production baseline is live at https://axiom-ind.com and passed validation.
Architecture Decisions
ADR Register
Platform Standards
Shared Platform Rules
Unified Platform Principle
Every Axiom module communicates through shared platform services. Modules must not become isolated applications with separate data and duplicated business logic.
Single Source of Truth
Information is entered or generated once and reused through Scanner -> Research -> Replay -> Learning -> Recommendation or Mission Control -> Trade Manager -> Journal -> Advisor.
Recommendation Traceability
Every recommendation must eventually be traceable to scanner evidence, research evidence, replay evidence, learning adjustments, confidence calculation, risk proposal, user decision, broker execution where applicable, trade outcome, journal entry, and learning result.
Human Authority
The Product Owner or trader retains final authority over trade approval and intervention until a separately approved autonomy phase. Axiom provides context, warnings, and consequences without removing legitimate user control.
Broker Abstraction
Axiom is the primary user workspace. External brokers are execution providers. OANDA is the initial broker integration, but platform business logic should not be unnecessarily coupled to one broker.
Risks
Active Governance Watchlist
Phase Boundary
Phase 2 is next, but this task does not implement workspace framework behavior.
Execution Scope
Broker order management and trade execution remain planned for Phase 5, not this task.
Algorithm Governance
No ranking, scoring, signal, optimization, strategy, or autonomous trading logic is authorized in this update.
Releases
Release Readiness
| Release | Contents | Status |
|---|---|---|
| Phase 1 / Sprint 3 baseline | Research Engine, OANDA read-only market data, Neon persistence, server Historical Replay, production validation | Complete - baseline PASS |
| Phase 2 / Sprint 4 | Learning Engine, Decision Engine, Intelligence Assistant, Evidence Explorer, and Trade Review vertical slice | Current |
Parking Lot
Not Approved Roadmap Commitments
The seven phases are approved roadmap items and do not belong in the Parking Lot. Parking Lot remains for ideas outside approved commitments, such as autonomous trading, strategy optimization, unsupported broker expansion, commercialization features, and unapproved analytics.