3cfaa1e1d3
Phase 1 delivers the complete durability and storage layer:
- WAL with crash recovery: Append-only journal with BLAKE3 checksums,
fsync guarantees, and proper seek-to-EOF on reopen
- Storage engine: sled-backed KVStore with scan_prefix for range queries
- Content-addressed storage: H:{hash}, V:{hash}, E:{hash} key patterns
- Ingestor: Background worker tailing WAL, writing to KV with 8-byte
aligned record headers for rkyv zero-copy deserialization
- Comprehensive tests: 31 tests covering crash recovery, round-trips,
and multi-cycle durability
New crates: stemedb-wal, stemedb-storage, stemedb-ingest
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
1295 lines
38 KiB
JSON
1295 lines
38 KiB
JSON
{
|
|
"meta": {
|
|
"id": "agile-agent-team",
|
|
"title": "Agile AI Agent Team",
|
|
"subtitle": "Knowledge Coordination with Episteme",
|
|
"version": "1.0.0"
|
|
},
|
|
"actors": {
|
|
"research_agent": {
|
|
"id": "RA",
|
|
"label": "Research Agent",
|
|
"description": "Ingests external sources, stores with uncertainty",
|
|
"color": "#3B82F6"
|
|
},
|
|
"lead_orchestrator": {
|
|
"id": "LO",
|
|
"label": "Lead Orchestrator",
|
|
"description": "Coordinates team, routes work based on knowledge",
|
|
"color": "#8B5CF6"
|
|
},
|
|
"implementation_agent": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
},
|
|
"deploy_agent": {
|
|
"id": "DA",
|
|
"label": "Deploy Agent",
|
|
"description": "Deploys configurations to production",
|
|
"color": "#F59E0B"
|
|
},
|
|
"episteme": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"human": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"gardener": {
|
|
"id": "G",
|
|
"label": "Gardener",
|
|
"description": "Background worker for TrustRank propagation",
|
|
"color": "#14B8A6"
|
|
},
|
|
"production": {
|
|
"id": "P",
|
|
"label": "Production",
|
|
"description": "Live system",
|
|
"color": "#EF4444"
|
|
}
|
|
},
|
|
"annotations": {
|
|
"danger": {
|
|
"color": "#EF4444",
|
|
"label": "Problem",
|
|
"icon": "alert-triangle"
|
|
},
|
|
"warning": {
|
|
"color": "#F59E0B",
|
|
"label": "Warning",
|
|
"icon": "alert-circle"
|
|
},
|
|
"success": {
|
|
"color": "#10B981",
|
|
"label": "Success",
|
|
"icon": "check-circle"
|
|
},
|
|
"info": {
|
|
"color": "#3B82F6",
|
|
"label": "Info",
|
|
"icon": "info"
|
|
}
|
|
},
|
|
"slides": [
|
|
{
|
|
"type": "title",
|
|
"title": "Agile AI Agent Team",
|
|
"subtitle": "Knowledge Coordination with Episteme"
|
|
},
|
|
{
|
|
"type": "section-title",
|
|
"title": "The Catastrophe",
|
|
"subtitle": "When Proposals Look Like Decisions",
|
|
"description": "A 47-minute production outage because an AI agent couldn't\ndistinguish a proposal from an approved decision.\n"
|
|
},
|
|
{
|
|
"type": "sequence",
|
|
"sequenceId": "catastrophe",
|
|
"title": "The Catastrophe",
|
|
"actors": {
|
|
"research_agent": {
|
|
"id": "RA",
|
|
"label": "Research Agent",
|
|
"description": "Ingests external sources, stores with uncertainty",
|
|
"color": "#3B82F6"
|
|
},
|
|
"episteme": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"lead_orchestrator": {
|
|
"id": "LO",
|
|
"label": "Lead Orchestrator",
|
|
"description": "Coordinates team, routes work based on knowledge",
|
|
"color": "#8B5CF6"
|
|
},
|
|
"implementation_agent": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
},
|
|
"deploy_agent": {
|
|
"id": "DA",
|
|
"label": "Deploy Agent",
|
|
"description": "Deploys configurations to production",
|
|
"color": "#F59E0B"
|
|
},
|
|
"production": {
|
|
"id": "P",
|
|
"label": "Production",
|
|
"description": "Live system",
|
|
"color": "#EF4444"
|
|
}
|
|
},
|
|
"steps": [
|
|
{
|
|
"id": "cat-1",
|
|
"from": "research_agent",
|
|
"to": "episteme",
|
|
"action": "assert",
|
|
"label": "Store RFC finding",
|
|
"data": {
|
|
"subject": "auth/jwt",
|
|
"predicate": "signing_algorithm",
|
|
"object": "ES256",
|
|
"lifecycle": "proposed",
|
|
"confidence": 0.75,
|
|
"source": "security-rfc-2024.md"
|
|
},
|
|
"note": "RFC proposes ES256. Stored as PROPOSED.",
|
|
"index": 0,
|
|
"fromActor": {
|
|
"id": "RA",
|
|
"label": "Research Agent",
|
|
"description": "Ingests external sources, stores with uncertainty",
|
|
"color": "#3B82F6"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "cat-2",
|
|
"from": "lead_orchestrator",
|
|
"to": "episteme",
|
|
"action": "query",
|
|
"label": "What's the JWT algorithm?",
|
|
"data": {
|
|
"subject": "auth/jwt",
|
|
"predicate": "signing_algorithm",
|
|
"lens": "recency"
|
|
},
|
|
"danger": true,
|
|
"note": "No lifecycle filter. This is the bug.",
|
|
"callout": "lifecycle: ???",
|
|
"index": 1,
|
|
"fromActor": {
|
|
"id": "LO",
|
|
"label": "Lead Orchestrator",
|
|
"description": "Coordinates team, routes work based on knowledge",
|
|
"color": "#8B5CF6"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "cat-3",
|
|
"from": "episteme",
|
|
"to": "lead_orchestrator",
|
|
"action": "response",
|
|
"label": "ES256 (conf: 0.87)",
|
|
"data": {
|
|
"value": "ES256",
|
|
"confidence": 0.87,
|
|
"lifecycle": "proposed"
|
|
},
|
|
"danger": true,
|
|
"note": "Returns the proposal. Most recent wins.",
|
|
"index": 2,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "LO",
|
|
"label": "Lead Orchestrator",
|
|
"description": "Coordinates team, routes work based on knowledge",
|
|
"color": "#8B5CF6"
|
|
}
|
|
},
|
|
{
|
|
"id": "cat-4",
|
|
"from": "lead_orchestrator",
|
|
"to": "implementation_agent",
|
|
"action": "delegate",
|
|
"label": "Use ES256 for JWT",
|
|
"data": {
|
|
"algorithm": "ES256",
|
|
"confidence": 0.87
|
|
},
|
|
"danger": true,
|
|
"note": "Orchestrator passes 'truth' downstream.",
|
|
"index": 3,
|
|
"fromActor": {
|
|
"id": "LO",
|
|
"label": "Lead Orchestrator",
|
|
"description": "Coordinates team, routes work based on knowledge",
|
|
"color": "#8B5CF6"
|
|
},
|
|
"toActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
}
|
|
},
|
|
{
|
|
"id": "cat-5",
|
|
"from": "implementation_agent",
|
|
"to": "deploy_agent",
|
|
"action": "handoff",
|
|
"label": "Config ready",
|
|
"data": {
|
|
"jwt_algorithm": "ES256"
|
|
},
|
|
"danger": true,
|
|
"note": "Code written against ES256.",
|
|
"index": 4,
|
|
"fromActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
},
|
|
"toActor": {
|
|
"id": "DA",
|
|
"label": "Deploy Agent",
|
|
"description": "Deploys configurations to production",
|
|
"color": "#F59E0B"
|
|
}
|
|
},
|
|
{
|
|
"id": "cat-6",
|
|
"from": "deploy_agent",
|
|
"to": "production",
|
|
"action": "deploy",
|
|
"label": "Deploy JWT config",
|
|
"data": {
|
|
"config": {
|
|
"algorithm": "ES256"
|
|
}
|
|
},
|
|
"danger": true,
|
|
"note": "Deployed with confidence. Tests passed.",
|
|
"index": 5,
|
|
"fromActor": {
|
|
"id": "DA",
|
|
"label": "Deploy Agent",
|
|
"description": "Deploys configurations to production",
|
|
"color": "#F59E0B"
|
|
},
|
|
"toActor": {
|
|
"id": "P",
|
|
"label": "Production",
|
|
"description": "Live system",
|
|
"color": "#EF4444"
|
|
}
|
|
},
|
|
{
|
|
"id": "cat-7",
|
|
"from": "production",
|
|
"to": "production",
|
|
"action": "error",
|
|
"label": "401 Unauthorized",
|
|
"data": {
|
|
"error": "JWT signature validation failed",
|
|
"expected": "RS256",
|
|
"received": "ES256"
|
|
},
|
|
"danger": true,
|
|
"note": "Auth service expects RS256. Every token fails.",
|
|
"callout": "3:00 AM - Pager fires",
|
|
"index": 6,
|
|
"fromActor": {
|
|
"id": "P",
|
|
"label": "Production",
|
|
"description": "Live system",
|
|
"color": "#EF4444"
|
|
},
|
|
"toActor": {
|
|
"id": "P",
|
|
"label": "Production",
|
|
"description": "Live system",
|
|
"color": "#EF4444"
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"type": "section-title",
|
|
"title": "The Correct Path",
|
|
"subtitle": "With Lifecycle Filtering",
|
|
"description": "The same scenario, but with Episteme's lifecycle filtering.\nProposals stay proposals. Approved stays approved.\n"
|
|
},
|
|
{
|
|
"type": "sequence",
|
|
"sequenceId": "correct_path",
|
|
"title": "The Correct Path",
|
|
"actors": {
|
|
"research_agent": {
|
|
"id": "RA",
|
|
"label": "Research Agent",
|
|
"description": "Ingests external sources, stores with uncertainty",
|
|
"color": "#3B82F6"
|
|
},
|
|
"episteme": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"lead_orchestrator": {
|
|
"id": "LO",
|
|
"label": "Lead Orchestrator",
|
|
"description": "Coordinates team, routes work based on knowledge",
|
|
"color": "#8B5CF6"
|
|
},
|
|
"implementation_agent": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
},
|
|
"deploy_agent": {
|
|
"id": "DA",
|
|
"label": "Deploy Agent",
|
|
"description": "Deploys configurations to production",
|
|
"color": "#F59E0B"
|
|
},
|
|
"production": {
|
|
"id": "P",
|
|
"label": "Production",
|
|
"description": "Live system",
|
|
"color": "#EF4444"
|
|
}
|
|
},
|
|
"steps": [
|
|
{
|
|
"id": "cor-1",
|
|
"from": "research_agent",
|
|
"to": "episteme",
|
|
"action": "assert",
|
|
"label": "Store RFC finding",
|
|
"data": {
|
|
"subject": "auth/jwt",
|
|
"predicate": "signing_algorithm",
|
|
"object": "ES256",
|
|
"lifecycle": "proposed",
|
|
"confidence": 0.75
|
|
},
|
|
"note": "Same RFC. Still stored as PROPOSED.",
|
|
"index": 0,
|
|
"fromActor": {
|
|
"id": "RA",
|
|
"label": "Research Agent",
|
|
"description": "Ingests external sources, stores with uncertainty",
|
|
"color": "#3B82F6"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "cor-2",
|
|
"from": "lead_orchestrator",
|
|
"to": "episteme",
|
|
"action": "query",
|
|
"label": "What's the APPROVED JWT algorithm?",
|
|
"data": {
|
|
"subject": "auth/jwt",
|
|
"predicate": "signing_algorithm",
|
|
"lens": "authority",
|
|
"lifecycle": "approved"
|
|
},
|
|
"success": true,
|
|
"note": "Lifecycle filter: approved only.",
|
|
"callout": "lifecycle: approved",
|
|
"index": 1,
|
|
"fromActor": {
|
|
"id": "LO",
|
|
"label": "Lead Orchestrator",
|
|
"description": "Coordinates team, routes work based on knowledge",
|
|
"color": "#8B5CF6"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "cor-3",
|
|
"from": "episteme",
|
|
"to": "lead_orchestrator",
|
|
"action": "response",
|
|
"label": "RS256 (conf: 0.92)",
|
|
"data": {
|
|
"value": "RS256",
|
|
"confidence": 0.92,
|
|
"lifecycle": "approved",
|
|
"source": "production-config.yaml"
|
|
},
|
|
"success": true,
|
|
"note": "Returns the approved decision. Proposal excluded.",
|
|
"index": 2,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "LO",
|
|
"label": "Lead Orchestrator",
|
|
"description": "Coordinates team, routes work based on knowledge",
|
|
"color": "#8B5CF6"
|
|
}
|
|
},
|
|
{
|
|
"id": "cor-4",
|
|
"from": "lead_orchestrator",
|
|
"to": "implementation_agent",
|
|
"action": "delegate",
|
|
"label": "Use RS256 for JWT",
|
|
"data": {
|
|
"algorithm": "RS256",
|
|
"confidence": 0.92
|
|
},
|
|
"success": true,
|
|
"note": "Correct algorithm propagates.",
|
|
"index": 3,
|
|
"fromActor": {
|
|
"id": "LO",
|
|
"label": "Lead Orchestrator",
|
|
"description": "Coordinates team, routes work based on knowledge",
|
|
"color": "#8B5CF6"
|
|
},
|
|
"toActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
}
|
|
},
|
|
{
|
|
"id": "cor-5",
|
|
"from": "implementation_agent",
|
|
"to": "episteme",
|
|
"action": "query",
|
|
"label": "Pre-flight constraint check",
|
|
"data": {
|
|
"context": "auth_jwt",
|
|
"lens": "constraints"
|
|
},
|
|
"success": true,
|
|
"note": "Check for forbidden patterns before coding.",
|
|
"index": 4,
|
|
"fromActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "cor-6",
|
|
"from": "episteme",
|
|
"to": "implementation_agent",
|
|
"action": "response",
|
|
"label": "No violations",
|
|
"data": {
|
|
"constraints": [],
|
|
"clear_to_proceed": true
|
|
},
|
|
"success": true,
|
|
"note": "No negative constraints for RS256.",
|
|
"index": 5,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
}
|
|
},
|
|
{
|
|
"id": "cor-7",
|
|
"from": "implementation_agent",
|
|
"to": "deploy_agent",
|
|
"action": "handoff",
|
|
"label": "Config ready",
|
|
"data": {
|
|
"jwt_algorithm": "RS256"
|
|
},
|
|
"success": true,
|
|
"note": "Code written against RS256.",
|
|
"index": 6,
|
|
"fromActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
},
|
|
"toActor": {
|
|
"id": "DA",
|
|
"label": "Deploy Agent",
|
|
"description": "Deploys configurations to production",
|
|
"color": "#F59E0B"
|
|
}
|
|
},
|
|
{
|
|
"id": "cor-8",
|
|
"from": "deploy_agent",
|
|
"to": "production",
|
|
"action": "deploy",
|
|
"label": "Deploy JWT config",
|
|
"data": {
|
|
"config": {
|
|
"algorithm": "RS256"
|
|
}
|
|
},
|
|
"success": true,
|
|
"note": "Deployed. Matches production expectation.",
|
|
"index": 7,
|
|
"fromActor": {
|
|
"id": "DA",
|
|
"label": "Deploy Agent",
|
|
"description": "Deploys configurations to production",
|
|
"color": "#F59E0B"
|
|
},
|
|
"toActor": {
|
|
"id": "P",
|
|
"label": "Production",
|
|
"description": "Live system",
|
|
"color": "#EF4444"
|
|
}
|
|
},
|
|
{
|
|
"id": "cor-9",
|
|
"from": "production",
|
|
"to": "production",
|
|
"action": "success",
|
|
"label": "200 OK",
|
|
"data": {
|
|
"status": "healthy",
|
|
"tokens_validated": true
|
|
},
|
|
"success": true,
|
|
"note": "Auth works. No pager. Sleep continues.",
|
|
"index": 8,
|
|
"fromActor": {
|
|
"id": "P",
|
|
"label": "Production",
|
|
"description": "Live system",
|
|
"color": "#EF4444"
|
|
},
|
|
"toActor": {
|
|
"id": "P",
|
|
"label": "Production",
|
|
"description": "Live system",
|
|
"color": "#EF4444"
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"type": "section-title",
|
|
"title": "The Correction Loop",
|
|
"subtitle": "Tracing, Fixing, Learning",
|
|
"description": "Post-incident: Human traces the bug, corrects the record,\nand the Gardener ensures agents learn from the mistake.\n"
|
|
},
|
|
{
|
|
"type": "sequence",
|
|
"sequenceId": "correction_loop",
|
|
"title": "The Correction Loop",
|
|
"actors": {
|
|
"human": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"episteme": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"gardener": {
|
|
"id": "G",
|
|
"label": "Gardener",
|
|
"description": "Background worker for TrustRank propagation",
|
|
"color": "#14B8A6"
|
|
}
|
|
},
|
|
"steps": [
|
|
{
|
|
"id": "fix-1",
|
|
"from": "human",
|
|
"to": "episteme",
|
|
"action": "query",
|
|
"label": "Trace deploy agent queries",
|
|
"data": {
|
|
"type": "audit",
|
|
"agent_id": "deploy_agent",
|
|
"time_range": "-6h",
|
|
"subject": "auth/*"
|
|
},
|
|
"note": "SRE investigates: what did the agent believe?",
|
|
"index": 0,
|
|
"fromActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "fix-2",
|
|
"from": "episteme",
|
|
"to": "human",
|
|
"action": "response",
|
|
"label": "Query audit trail",
|
|
"data": {
|
|
"query_id": "q_7f3a2b",
|
|
"timestamp": "2024-01-15T21:03:47Z",
|
|
"subject": "auth/jwt",
|
|
"predicate": "signing_algorithm",
|
|
"lens": "recency",
|
|
"lifecycle_filter": null,
|
|
"result": "ES256",
|
|
"contributing": [
|
|
{
|
|
"hash": "rfc_2024_001",
|
|
"lifecycle": "proposed",
|
|
"weight": 0.9
|
|
}
|
|
]
|
|
},
|
|
"danger": true,
|
|
"note": "Found it: no lifecycle filter. Proposal returned.",
|
|
"callout": "lifecycle_filter: null",
|
|
"index": 1,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
}
|
|
},
|
|
{
|
|
"id": "fix-3",
|
|
"from": "human",
|
|
"to": "episteme",
|
|
"action": "supersede",
|
|
"label": "Mark assertion incorrect",
|
|
"data": {
|
|
"hash": "rfc_2024_001",
|
|
"reason": "Proposal treated as approved decision",
|
|
"type": "RequiresReview"
|
|
},
|
|
"note": "Supersede the problematic assertion.",
|
|
"index": 2,
|
|
"fromActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "fix-4",
|
|
"from": "episteme",
|
|
"to": "gardener",
|
|
"action": "trigger",
|
|
"label": "Correction event",
|
|
"data": {
|
|
"superseded_hash": "rfc_2024_001",
|
|
"superseding_agent": "human_supervisor",
|
|
"affected_queries": [
|
|
"q_7f3a2b"
|
|
]
|
|
},
|
|
"note": "Gardener wakes up.",
|
|
"index": 3,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "G",
|
|
"label": "Gardener",
|
|
"description": "Background worker for TrustRank propagation",
|
|
"color": "#14B8A6"
|
|
}
|
|
},
|
|
{
|
|
"id": "fix-5",
|
|
"from": "gardener",
|
|
"to": "episteme",
|
|
"action": "update",
|
|
"label": "TrustRank back-propagation",
|
|
"data": {
|
|
"agent_id": "lead_orchestrator",
|
|
"topic": "auth/jwt",
|
|
"delta": -0.15,
|
|
"reason": "Query returned proposal as decision"
|
|
},
|
|
"warning": true,
|
|
"note": "Lead Orchestrator's reputation on auth topics drops.",
|
|
"index": 4,
|
|
"fromActor": {
|
|
"id": "G",
|
|
"label": "Gardener",
|
|
"description": "Background worker for TrustRank propagation",
|
|
"color": "#14B8A6"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "fix-6",
|
|
"from": "gardener",
|
|
"to": "episteme",
|
|
"action": "update",
|
|
"label": "Store negative constraint",
|
|
"data": {
|
|
"subject": "auth/jwt",
|
|
"predicate": "query_pattern",
|
|
"must_use": "lifecycle=approved",
|
|
"forbidden": "lifecycle=null",
|
|
"reason": "Proposals must not be treated as decisions"
|
|
},
|
|
"success": true,
|
|
"note": "Future queries will see this constraint.",
|
|
"index": 5,
|
|
"fromActor": {
|
|
"id": "G",
|
|
"label": "Gardener",
|
|
"description": "Background worker for TrustRank propagation",
|
|
"color": "#14B8A6"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"type": "section-title",
|
|
"title": "Persistent Learning",
|
|
"subtitle": "Fixing the Optimization Conflict",
|
|
"description": "1 month later. New session. Empty context window.\nBut the lesson persists.\n"
|
|
},
|
|
{
|
|
"type": "sequence",
|
|
"sequenceId": "persistent_learning",
|
|
"title": "Persistent Learning",
|
|
"actors": {
|
|
"human": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"episteme": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"gardener": {
|
|
"id": "G",
|
|
"label": "Gardener",
|
|
"description": "Background worker for TrustRank propagation",
|
|
"color": "#14B8A6"
|
|
},
|
|
"implementation_agent": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
}
|
|
},
|
|
"steps": [
|
|
{
|
|
"id": "learn-1",
|
|
"from": "human",
|
|
"to": "episteme",
|
|
"action": "assert",
|
|
"label": "Correct the agent",
|
|
"data": {
|
|
"subject": "Project_X_Http_Client",
|
|
"predicate": "must_use_library",
|
|
"object": "axios",
|
|
"meta": {
|
|
"forbidden_alternative": "requests",
|
|
"reason": "requests library deprecated for this project"
|
|
},
|
|
"confidence": 1,
|
|
"lifecycle": "approved"
|
|
},
|
|
"note": "Human stores correction with forbidden alternative.",
|
|
"callout": "Day 1",
|
|
"index": 0,
|
|
"fromActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "learn-2",
|
|
"from": "episteme",
|
|
"to": "gardener",
|
|
"action": "trigger",
|
|
"label": "Negative constraint stored",
|
|
"data": {
|
|
"type": "correction",
|
|
"agent_corrected": "implementation_agent"
|
|
},
|
|
"note": "Gardener sees the correction event.",
|
|
"index": 1,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "G",
|
|
"label": "Gardener",
|
|
"description": "Background worker for TrustRank propagation",
|
|
"color": "#14B8A6"
|
|
}
|
|
},
|
|
{
|
|
"id": "learn-3",
|
|
"from": "gardener",
|
|
"to": "episteme",
|
|
"action": "update",
|
|
"label": "TrustRank penalty",
|
|
"data": {
|
|
"agent_id": "implementation_agent",
|
|
"topic": "http_libraries",
|
|
"delta": -0.2
|
|
},
|
|
"warning": true,
|
|
"note": "Implementation Agent's confidence on HTTP libs drops.",
|
|
"callout": "Learns from mistake",
|
|
"index": 2,
|
|
"fromActor": {
|
|
"id": "G",
|
|
"label": "Gardener",
|
|
"description": "Background worker for TrustRank propagation",
|
|
"color": "#14B8A6"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "learn-4",
|
|
"from": "implementation_agent",
|
|
"to": "implementation_agent",
|
|
"action": "start",
|
|
"label": "New session begins",
|
|
"data": {
|
|
"context_window": "empty",
|
|
"system_prompt": "default"
|
|
},
|
|
"note": "30 days later. Fresh context. No memory of correction.",
|
|
"callout": "Day 30 - New Session",
|
|
"index": 3,
|
|
"fromActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
},
|
|
"toActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
}
|
|
},
|
|
{
|
|
"id": "learn-5",
|
|
"from": "implementation_agent",
|
|
"to": "episteme",
|
|
"action": "query",
|
|
"label": "Pre-flight constraint check",
|
|
"data": {
|
|
"context": "python_http",
|
|
"lens": "constraints"
|
|
},
|
|
"success": true,
|
|
"note": "Before writing code, check constraints.",
|
|
"callout": "Automatic pre-flight",
|
|
"index": 4,
|
|
"fromActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "learn-6",
|
|
"from": "episteme",
|
|
"to": "implementation_agent",
|
|
"action": "response",
|
|
"label": "Constraint found",
|
|
"data": {
|
|
"constraints": [
|
|
{
|
|
"subject": "Project_X_Http_Client",
|
|
"must_use": "axios",
|
|
"forbidden": "requests",
|
|
"reason": "requests library deprecated for this project",
|
|
"confidence": 1
|
|
}
|
|
]
|
|
},
|
|
"success": true,
|
|
"note": "The correction from Day 1 is still there.",
|
|
"callout": "Survived context window!",
|
|
"index": 5,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
}
|
|
},
|
|
{
|
|
"id": "learn-7",
|
|
"from": "implementation_agent",
|
|
"to": "implementation_agent",
|
|
"action": "generate",
|
|
"label": "Write code with axios",
|
|
"data": {
|
|
"import": "axios",
|
|
"avoided": "requests"
|
|
},
|
|
"success": true,
|
|
"note": "Agent uses axios. Constraint honored.",
|
|
"index": 6,
|
|
"fromActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
},
|
|
"toActor": {
|
|
"id": "IA",
|
|
"label": "Implementation Agent",
|
|
"description": "Writes code against current patterns",
|
|
"color": "#10B981"
|
|
}
|
|
},
|
|
{
|
|
"id": "learn-8",
|
|
"from": "episteme",
|
|
"to": "episteme",
|
|
"action": "resurrect",
|
|
"label": "Resurrection",
|
|
"data": {
|
|
"constraint_hash": "axios_constraint",
|
|
"last_verified": "now",
|
|
"confidence": 1
|
|
},
|
|
"success": true,
|
|
"note": "Constraint used successfully. Stays fresh forever.",
|
|
"callout": "Resurrection",
|
|
"index": 7,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"type": "section-title",
|
|
"title": "Time Travel Debugging",
|
|
"subtitle": "What Did We Believe Then?",
|
|
"description": "3:00 AM incident investigation. The SRE needs to know\nwhat the system believed 6 hours ago, not now.\n"
|
|
},
|
|
{
|
|
"type": "sequence",
|
|
"sequenceId": "time_travel",
|
|
"title": "Time Travel Debugging",
|
|
"actors": {
|
|
"human": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"episteme": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
"steps": [
|
|
{
|
|
"id": "tt-1",
|
|
"from": "human",
|
|
"to": "episteme",
|
|
"action": "query",
|
|
"label": "What's the current JWT algorithm?",
|
|
"data": {
|
|
"subject": "auth/jwt",
|
|
"predicate": "signing_algorithm",
|
|
"lifecycle": "approved"
|
|
},
|
|
"note": "Current state shows RS256 (post-fix).",
|
|
"index": 0,
|
|
"fromActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "tt-2",
|
|
"from": "episteme",
|
|
"to": "human",
|
|
"action": "response",
|
|
"label": "RS256 (current)",
|
|
"data": {
|
|
"value": "RS256",
|
|
"confidence": 0.95
|
|
},
|
|
"note": "This is useless for debugging. We need history.",
|
|
"index": 1,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
}
|
|
},
|
|
{
|
|
"id": "tt-3",
|
|
"from": "human",
|
|
"to": "episteme",
|
|
"action": "query",
|
|
"label": "What did we believe at 9pm?",
|
|
"data": {
|
|
"subject": "auth/jwt",
|
|
"predicate": "signing_algorithm",
|
|
"as_of": "2024-01-15T21:00:00Z"
|
|
},
|
|
"note": "Time-travel query.",
|
|
"callout": "as_of: 9pm",
|
|
"index": 2,
|
|
"fromActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "tt-4",
|
|
"from": "episteme",
|
|
"to": "human",
|
|
"action": "response",
|
|
"label": "ES256 (at 9pm)",
|
|
"data": {
|
|
"value": "ES256",
|
|
"confidence": 0.87,
|
|
"lifecycle": "proposed",
|
|
"as_of": "2024-01-15T21:00:00Z"
|
|
},
|
|
"danger": true,
|
|
"note": "At 9pm, the system believed ES256 was correct.",
|
|
"callout": "Found the state at incident time",
|
|
"index": 3,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
}
|
|
},
|
|
{
|
|
"id": "tt-5",
|
|
"from": "human",
|
|
"to": "episteme",
|
|
"action": "query",
|
|
"label": "What changed in last 24h?",
|
|
"data": {
|
|
"type": "diff",
|
|
"subject": "auth/jwt",
|
|
"from": "-24h"
|
|
},
|
|
"note": "Diff view for change analysis.",
|
|
"index": 4,
|
|
"fromActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
},
|
|
"toActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
}
|
|
},
|
|
{
|
|
"id": "tt-6",
|
|
"from": "episteme",
|
|
"to": "human",
|
|
"action": "response",
|
|
"label": "Diff result",
|
|
"data": {
|
|
"added": [
|
|
{
|
|
"hash": "rfc_2024_001",
|
|
"value": "ES256",
|
|
"lifecycle": "proposed",
|
|
"added_at": "2024-01-15T14:30:00Z"
|
|
}
|
|
],
|
|
"unchanged": [
|
|
{
|
|
"hash": "prod_config_v2",
|
|
"value": "RS256",
|
|
"lifecycle": "approved"
|
|
}
|
|
]
|
|
},
|
|
"success": true,
|
|
"note": "Clear view: RFC added at 2:30pm caused the issue.",
|
|
"index": 5,
|
|
"fromActor": {
|
|
"id": "E",
|
|
"label": "Episteme",
|
|
"description": "Probabilistic knowledge graph",
|
|
"color": "#FBBF24"
|
|
},
|
|
"toActor": {
|
|
"id": "H",
|
|
"label": "Human Supervisor",
|
|
"description": "Reviews decisions, corrects errors",
|
|
"color": "#EC4899"
|
|
}
|
|
}
|
|
]
|
|
}
|
|
]
|
|
} |