Zehan Teoh
STRATEGY & SYSTEMS
28agent lanes
8boards
6lifecycle stages
Agentic systems · sovereign economics

Twenty-eight agents.
One vault.

Strategy architect and systems builder at the intersection of AI, constitutional governance, and economic development. Leading the AISED/Selangor sovereign ecosystem — and building the agentic substrate that makes it operable.

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Fleet topology · live render Scroll ↓
System schematic · plate 01

How the fleet and the vault hold together.

Every figure on this plate is measured on a live system, not illustrative. Two vector indexes exist because turbovec locks dimension at creation — 768 and 1024 cannot share a store.

Plate 01 / 01 Hermes agentic system mounting to the Obsidian vault Three device classes feed a multiplex gateway carrying twenty-eight agent profiles. Those claim work on eight SQLite-backed Kanban boards. A mount interface joins the fleet to an Obsidian vault, whose six-stage lifecycle runs Raw to Wikis, Reports, Distilled, Templates and back. Retrieval reads two dimension-locked vector indexes, 768 and 1024 dimensions, both backed by one SQLite docstore. WHAT WAS BUILT — HERMES WHERE IT MOUNTS — OBSIDIAN Multiplex Gateway TELEGRAM · FEISHU · API 28 PROFILES DEVICES · INBOUND MOBILE DESKTOP SERVER Agent Fleet CLAIM · EDIT · DEPLOY atelier wireframe polish forge helm kinetic lighthouse radar curate +23 MORE LANES Kanban Coordination SQLITE · LOCKS · AUDIT 8 BOARDS MOUNTINTERFACE THREE COUPLINGS 01 LIFECYCLEsix stages, one loop 02 EMBEDhandoff → 1024d 03 RETRIEVE768d + 1024d Obsidian Vault DURABLE KNOWLEDGE SUBSTRATE 00-Rawcapture · unfiltered 10-Wikisevergreen, promoted 20-Reportsoutputs land here 30-Distilledsharpen to essentials 40-Templatesreusable form LOOP BACK TO RAW Main Index OLLAMA NOMIC768 DIM Handoff Index BGE-M3 MULTILINGUAL1024 DIM DIM-LOCKED Docstore DOCSTORE.SQLITE3 — SINGLE BACKING STORE FOR BOTH INDEXES CHANNELS Work in flight ACTIVE AISED / Selangor BUILDNexys · NecroSwarm CONCEPTCapital-Sentience 5 PILLARS · 27 GROUPS · RM 500M 21 FRAMEWORKS BRIDGED · 37+ OPEN SOURCE FIG. 01 — HERMES × OBSIDIAN · MEASURED 2026-10-03 · ALL FIGURES FROM A LIVE SYSTEM
Channel table

What is running.

States follow the instrument legend on plate 01.

ProjectState
AISED / Selangor Ecosystem
Multi-pillar sovereign development strategy — 5 operational pillars, 27 working groups, RM 500M endowment target.
 ● Active
Nexys Unified Platform
Integration architecture bridging 21 agent frameworks into one coordinated layer.
 ◌ Build
NecroSwarm
Swarm intelligence with recursive self-improvement — agents that get better every generation.
 ◌ Build
NeuroSwarm / Obliviarch / VoidTether
Distributed agent memory, selective forgetting, agent-to-agent protocol mesh.
 ◌ Build
Capital-Sentience
AI-native capital allocation and endowment governance.
 ○ Concept
Open source

Patterns, and the implementation.

Ten public repositories. The swarm systems themselves are private — the reasoning is not.

Swarm pattern catalog github.com/0x-wzw/swarm-patterns ↗
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Reading the systems side of it?

The presenter profile covers the advisory and transformation work. This page covers what runs underneath.

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