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AI Operations & Orchestration

Live data from 3eck-engine (:3100), LangGraph, Langflow (:7860), n8n (:5678), and CoALA pgvector memory

AI Platforms & Orchestration
Direct access to live AI services on server.3eck.tech (via local SSH tunnel) and LangSmith
SSH Tunnel Active
Server DB Studio (pgweb)

Manage 3eck_engine, n8n, langflow & 3eck_business

:3388...
3eck-engine: Core & LangGraph

Stateful Graphs, CoALA Memory & OpenAPI

:3100...
3eck-engine: n8n Workflows

Part of 3eck-engine (Validations & Triggers v2.44.6)

:5678...
3eck-engine: Langflow Studio

Part of 3eck-engine (Visual RAG & Flows)

:7860...
3eck-services (Supabase)

Edge Functions, Webhooks, Realtime & 16 Connectors

Supabase...
LangGraph Graphs
0 runs
2

Checkpointer: ai.ai_langgraph_checkpoints

LangSmith Traces
0 tokens
0

Avg latency: — · ai.ai_langsmith_traces

Langflow Flows
:7860
0

Database: 3eck-engine-postgres/langflow

CoALA & Memanto Memory
pgvector + OKF
38

working · episodic · semantic · procedural · Memanto

Live LangGraph Stateful Graphs (`ai.ai_langgraph_graphs`)
Active multi-agent state graphs on `3eck-engine` (:3100)

Loading graphs...

Live CoALA Vector Memory & Traces
Stored memory items (`memory.ai_coala_memories`) and recorded runs
Canonical Model Profiles (`ai_model_profiles`)
Configured primary and fallback model routing across S00–S15 slices
ProfilePrimary ModelFallback ModelSlices
executive_reasoning
Executive Reasoning & Orchestration
anthropic/claude-3.7-sonnet:thinkingopenai/o3-mini-highS00, S01, S03, S04
coding_review
Architecture, Code & SQL Verification
anthropic/claude-3.7-sonnetopenai/gpt-4.1S06, S07, S15
fast_triage
High-Speed Triage, Routing & Classification
google/gemini-2.5-flashopenai/gpt-4.1-miniS08, S10, S11
multimodal_design
Brand, UX/UI & Multimodal Content
openai/gpt-4.1google/gemini-2.5-proS02, S05, S09
compliance_audit
Financial, Legal & EU AI Act Verification
anthropic/claude-3.7-sonnetopenai/o3-miniS01, S12, S13, S14
S00 Executive Council
8 C-level AI roles & linked model profiles
CEO

AI CEO Brain

3ECK Sovereign Orchestrator

executive_reasoning
COS

AI Chief of Staff

Nexus-CoS

executive_reasoning
COO

AI Chief Operating Officer

Vanguard-COO

executive_reasoning
CTO

AI Chief Technology Officer

Aegis-CTO

coding_review
CPO

AI Chief Product Officer

Forma-CPO

multimodal_design
CFO

AI Chief Financial Officer

Ledger-CFO

compliance_audit
CMO

AI Chief Marketing Officer

Pulse-CMO

multimodal_design
CRO

AI Chief Revenue Officer

Apex-CRO

fast_triage
3ECK ADMIN Tenant Role Templates
12 standard AI role blueprints governed from 3ECK HQ
TemplateCategoryModel Profile Approval GateStatus
TPL-01Client Executive Assistant
Executive & Governanceexecutive_reasoningExternal communications & decisionsBlueprint Ready
TPL-02Operations Coordinator
Operationsfast_triageWorkflow modificationsBlueprint Ready
TPL-03Content & Brand Agent
Marketingmultimodal_designPublishing to live channelsBlueprint Ready
TPL-04Growth & Campaign Agent
Marketingmultimodal_designAd spend & campaign launchesBlueprint Ready
TPL-05Sales & Pipeline Agent
Commercialfast_triageProposals & discounts > 10%Blueprint Ready
TPL-06Customer Support Agent
Servicefast_triageRefunds & SLA escalationsBlueprint Ready
TPL-07Technical / Ops Agent
Engineeringcoding_reviewProduction deploys & API keysBlueprint Ready
TPL-08Finance & Billing Agent
Financecompliance_auditPayouts & credit notesBlueprint Ready
TPL-09Knowledge & Research Agent
Knowledge Baseexecutive_reasoningCanonical policy changesBlueprint Ready
TPL-10HR & People Agent
HRcompliance_auditContracts & employee recordsBlueprint Ready
TPL-11Compliance & Policy Agent
Legal & Riskcompliance_auditDPA / GDPR approvalBlueprint Ready
TPL-12Custom Specialist Agent
Customexecutive_reasoningPer tenant policyBlueprint Ready
Memory/Context & LAB01–05 Agent Training Stack
3eck-engine + 3eck-agents
Temporal Knowledge Graph, Scoped Memory & Reinforcement/Prompt Optimization
1. Memory & Context Frameworks (`3eck-db` pgvector + LangGraph)
Graphiti / Zep (Temporal Knowledge Graph)<110ms · Apache 2.0

Tracks temporal validity of facts (e.g., monthly schedule changes and CAO/Wet DBA effective dates).

Mem0 + Letta (Self-Editing Memory Blocks)user / session / agent / core

Hybrid vector/graph tenant preferences plus self-editing core, recall, and archival blocks for AI Employees.

Memanto (Universal Cross-Tool & Framework Memory)38 Integrations · MCP · OKF v0.2

Shared sub-90ms typed memory (13 types + conflict resolution) across 16 coding agents (OpenCode, Claude Code, Copilot, Cursor, VS Code), 17 frameworks (LangGraph BaseStore, n8n, Vercel AI SDK, OpenAI Agents, Vapi Voice), and 5 SDKs/protocols (@moorcheh-ai/memanto, memanto-mcp 7 tools, portable OKF v0.2 bundles).

2. Agent Training & Promotion Gates (`LAB01` / `LAB02` / `LAB01-05`)
DSPy (MIPROv2/GEPA)
Automated prompt compilation from won deals and filled shifts.
OpenPipe ART + Unsloth
GRPO/DPO reinforcement learning & NL/DE spoken-style fine-tuning.
Promptfoo + Braintrust
LAB01-05 Promotion Gates for Wet DBA, ABU, and hallucination checks.
NL (`nl-NL`) & DE (`de-DE`) Pronunciation & Phonetic Lexicon
W3C PLS 1.0 + LiveKit TTS
spoken-language.ts + CGN (900h IPA) + ipa-dict + LiveKit Semantic Turn-Detector & Silero VAD v5
3ECK/ˈdʁaɪ ɛk/
NL: Drei Ekk · DE: Drei Eck
Gastro360/ˈɡɑstroː .../
NL: driehonderdzestig · DE: dreihundertsechzig
Wet DBA/ʋɛt deː beː ˈaː/
wet dee-bee-aa
ZZP'er / CAO/zɛt zɛt ˈpeːər/
zet-zet-pee-er / see-aa-oo
DEHOGA (DE)/deˈhoːɡa/
Dehoga (Hochdeutsch)
AÜG (DE)/aː yː ˈɡeː/
Arbeitnehmerüberlassungsgesetz
Live endpoint on 3eck-engine: GET /api/engine/ai/spoken-lexicon?locale=nl-NL|de-DE (generates W3C PLS XML for ElevenLabs & SSML/alias normalization for LiveKit).