Phase 8: Complete APEX OS documentation suite - Constitution, Structure, Handbook, Standards, Security, Evolution, NL Guide, Tool Registry, Roadmap, Changelog

2026-07-02 18:28:05 +00:00
parent 9c2fc7804f
commit e825513597
10 changed files with 4767 additions and 0 deletions
@@ -0,0 +1,327 @@
+# APEX OS — Platform Evolution Guide
+
+> The platform grows through controlled, documented, human-approved evolution cycles.
+
+## Table of Contents
+1. [Philosophy](#philosophy)
+2. [The Evolution Loop](#the-evolution-loop)
+3. [Capability Detection](#capability-detection)
+4. [Research Phase](#research-phase)
+5. [Evaluation Framework](#evaluation-framework)
+6. [Sandbox Protocol](#sandbox-protocol)
+7. [Testing Standards](#testing-standards)
+8. [Benchmarking](#benchmarking)
+9. [Documentation Requirements](#documentation-requirements)
+10. [Approval Process](#approval-process)
+11. [Production Deployment](#production-deployment)
+12. [Monitoring & Reflection](#monitoring--reflection)
+13. [Retirement Process](#retirement-process)
+14. [Self-Improvement Rules](#self-improvement-rules)
+15. [Change History](#change-history)
+
+---
+
+## Philosophy
+
+APEX OS is a living platform. It must evolve to meet new requirements, adopt better tools, and improve its own capabilities. However, evolution must be:
+
+- **Controlled** — No unreviewed changes
+- **Documented** — Every change has a paper trail
+- **Reversible** — Every deployment has a rollback plan
+- **Approved** — Human CEO has final say on production changes
+- **Measured** — Before and after benchmarks required
+
+---
+
+## The Evolution Loop
+
+```
+1. DETECT     → Identify missing capability or improvement opportunity
+     ↓
+2. RESEARCH   → Find 3+ alternatives, compare features/costs/risks
+     ↓
+3. EVALUATE   → Score against evaluation criteria
+     ↓
+4. SANDBOX    → Deploy in isolated Docker network for testing
+     ↓
+5. TEST       → Run functional, integration, and security tests
+     ↓
+6. BENCHMARK  → Measure performance, resource usage, cost
+     ↓
+7. DOCUMENT   → Write findings, recommendations, migration plan
+     ↓
+8. RECOMMEND  → CEO Agent presents recommendation to Human CEO
+     ↓
+9. APPROVE    → Human CEO approves/rejects via Telegram
+     ↓
+10. DEPLOY    → Production deployment following Engineering Standards
+     ↓
+11. MONITOR   → Watch for 24 hours post-deployment
+     ↓
+12. REFLECT   → Log lessons learned, update knowledge base
+     ↓
+13. LEARN     → Update shared knowledge for future decisions
+```
+
+---
+
+## Capability Detection
+
+Capabilities can be detected through:
+
+### Automatic Detection
+- Task failures logged in reflections with `improvement_applied = false`
+- Repeated similar errors in recovery_log
+- Performance metrics degradation
+- Employee requests for tools they don't have
+
+### Manual Detection
+- Human CEO request ("Find a better X")
+- Engineer identifies technical debt
+- Security audit findings
+- Cost optimization opportunities
+
+### Detection Triggers
+| Trigger | Action |
+|---------|--------|
+| 3+ similar task failures | Auto-generate research task |
+| Employee reports missing tool | Log to engineer_decisions, research |
+| CEO request | Immediate research assignment |
+| Security vulnerability | Emergency research + sandbox |
+| Cost threshold exceeded | Cost optimization research |
+
+---
+
+## Research Phase
+
+### Requirements
+- Minimum 3 alternatives evaluated
+- Open source options prioritized
+- Docker compatibility verified
+- Resource requirements documented
+- Security track record checked
+- Community activity verified (commits in last 6 months)
+- License compatibility confirmed
+
+### Output
+Research report saved to:
+1. Researcher's Gitea workspace
+2. mem0.shared_knowledge (for future reference)
+3. apex.engineer_decisions (decision context)
+
+---
+
+## Evaluation Framework
+
+### Scoring Criteria (1-10 each)
+
+| Criterion | Weight | Description |
+|-----------|--------|-------------|
+| Functionality | 25% | Does it solve the problem completely? |
+| Open Source | 15% | Is it fully open source? |
+| Docker Ready | 15% | Can it run as a Docker container? |
+| Resource Efficiency | 10% | CPU, memory, storage requirements |
+| Security | 15% | Track record, isolation capability |
+| Maintenance | 10% | Active development, documentation |
+| Integration | 10% | Works with existing APEX stack |
+
+### Minimum Score: 7.0/10 for production consideration
+
+---
+
+## Sandbox Protocol
+
+### Setup
+```bash
+# Create isolated network
+docker network create apex-sandbox
+
+# Deploy candidate tool
+docker run -d \
+  --name sandbox-{tool-name} \
+  --network apex-sandbox \
+  --memory 512m \
+  --cpus 1.0 \
+  {tool-image}:{version}
+```
+
+### Rules
+- No connection to production network (apex_apex-net)
+- No access to production databases
+- No access to Docker socket
+- Maximum 512MB memory, 1 CPU core
+- 48-hour maximum sandbox duration
+- Automatic cleanup after evaluation
+
+---
+
+## Testing Standards
+
+### Functional Tests
+- Core features work as documented
+- API endpoints respond correctly
+- Error handling is graceful
+- Configuration options work
+
+### Integration Tests
+- Connects to PostgreSQL (sandbox instance)
+- Works with Traefik reverse proxy
+- Compatible with existing monitoring (Prometheus/Grafana)
+- Logs are captured by Loki/Promtail
+
+### Security Tests
+- No privileged mode required
+- No host network access needed
+- Credentials properly isolated
+- No known CVEs in current version
+- Network requests are expected and documented
+
+### Performance Tests
+- Response time under load
+- Memory usage over time (check for leaks)
+- CPU usage patterns
+- Disk I/O patterns
+- Startup time
+
+---
+
+## Benchmarking
+
+### Before/After Comparison
+| Metric | Current Tool | Candidate | Improvement |
+|--------|-------------|-----------|-------------|
+| Response Time | X ms | Y ms | Z% |
+| Memory Usage | X MB | Y MB | Z% |
+| CPU Usage | X% | Y% | Z% |
+| Features | List | List | Delta |
+| Cost | $X | $Y | Savings |
+
+### Minimum Improvement Threshold
+- Performance: 20% improvement to justify migration
+- Cost: 10% savings to justify migration
+- Features: Must not lose existing capabilities
+
+---
+
+## Documentation Requirements
+
+### Pre-Deployment Documentation
+- [ ] Research report with alternatives comparison
+- [ ] Evaluation scorecard
+- [ ] Sandbox test results
+- [ ] Benchmark comparison
+- [ ] Migration plan
+- [ ] Rollback plan
+- [ ] Updated TOOL_REGISTRY.md entry
+
+### Post-Deployment Documentation
+- [ ] Updated architecture diagram
+- [ ] Configuration documentation
+- [ ] Monitoring setup
+- [ ] Troubleshooting guide
+- [ ] Lessons learned
+
+---
+
+## Approval Process
+
+### Recommendation Format (sent via Telegram)
+```
+🔧 Platform Evolution Recommendation
+
+Tool: {name}
+Purpose: {what it replaces/adds}
+Score: {X.X}/10
+
+Highlights:
+- {key benefit 1}
+- {key benefit 2}
+- {key benefit 3}
+
+Risks:
+- {risk 1}
+- {risk 2}
+
+Cost Impact: {increase/decrease/neutral}
+Resource Impact: {CPU/memory delta}
+
+Recommendation: {ADOPT / TRIAL / REJECT}
+
+[Approve] [Reject] [More Info]
+```
+
+---
+
+## Production Deployment
+
+Follow Engineering Standards (ENGINEERING_STANDARDS.md):
+1. Create backup of current docker-compose.yml
+2. Update docker-compose.yml with new service
+3. Pull new image
+4. Deploy with `docker-compose up -d`
+5. Verify health checks pass
+6. Monitor for 15 minutes
+7. Update TOOL_REGISTRY.md
+8. Commit changes to Gitea
+
+---
+
+## Monitoring & Reflection
+
+### 24-Hour Watch Period
+- Check logs every 4 hours
+- Monitor resource usage
+- Verify integration with existing services
+- Watch for error spikes
+
+### Post-Deployment Reflection
+Log to reflections table:
+- What went well?
+- What was unexpected?
+- Would we make the same decision again?
+- What can we improve in the evaluation process?
+
+---
+
+## Retirement Process
+
+When replacing a tool:
+1. Ensure data migration is complete
+2. Update all references in documentation
+3. Remove from docker-compose.yml
+4. Clean up Docker volumes
+5. Update TOOL_REGISTRY.md (status: Retired)
+6. Archive configuration for reference
+7. Commit all changes to Gitea
+
+---
+
+## Self-Improvement Rules
+
+### What APEX Can Do Autonomously
+- Research new tools and report findings
+- Run sandbox evaluations
+- Generate benchmark reports
+- Suggest optimizations
+
+### What Requires Human Approval
+- Installing new production tools
+- Removing existing tools
+- Changing infrastructure configuration
+- Modifying the Constitution
+- Upgrading core services (PostgreSQL, LiteLLM, Letta)
+
+### Absolute Prohibitions
+- Never modify the Constitution without human approval
+- Never disable security measures
+- Never remove backup systems
+- Never bypass the approval process
+- Never self-modify core agent logic without approval
+
+---
+
+## Change History
+
+| Date | Version | Author | Changes |
+|------|---------|--------|---------|
+| Phase 7.1 | 1.0 | Engineer | Initial platform evolution guide |