{ "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" } } ] } ] }