Sports Science & Taekwondo
Discipline, repetition, and physical execution.
DisciplinePracticeExecution
DEPTH 00/SURFACE
BUSAN-BASED BUILDER LAB
SAPGUNDigging practicalsystemsfor Web3 trustand sovereign AI.
I build local-first AI tools, safer Web3 interactions, and user-owned digital systems under Trench Club.
LAB STATUS
VESPERA
v0.2-alphaCURRENT DIG
PUBLIC BUILDS
8 PUBLIC EXPERIMENTS
FOCUS AREAS
SOVEREIGN AIWEB3 TRUSTLOCAL-FIRST TOOLS
MODE
BUILDING IN PUBLIC
DEPTH 01/CURRENT DIG
v0.2-alphaOPEN SOURCELOCAL-FIRSTHUMAN APPROVAL
VESPERA
Local-first AI Operations Kit
Building practical infrastructure for owned context and human-approved AI workflows.
The Problem
AI tools fragment project memory across chats, platforms, and sessions.
Current Focus
Owned ContextLocal-first OperationHuman ApprovalOpen-source Workflow
DEPTH 02/FEATURED BUILDS
Systems built around trust, verification, and ownership.
Public prototypes exploring safer Web3 interactions, verifiable code, and user-owned infrastructure.
MVP PROTOTYPEWEB3 TRUST & SECURITY
TrustFi
Web3 Trust & Security Gateway
A Web3 trust and security MVP exploring safer wallet interactions and user protection.
Prototype exploring safer Web3 trust and wallet interaction patterns.
PROTOTYPE / SIMULATED ANALYSISSIMULATED ANALYSIS
MCS
Smart Contract Security & Code NFT Platform
A Web3 developer platform prototype connecting smart contract analysis with verifiable code assets.
Current smart contract analysis flow is simulation-based. Static analysis engine integration is planned.
FRONTEND MVPDEPIN / NODE INFRASTRUCTURE CONCEPT
NodeNest
Modular Edge Infrastructure for Web3
A frontend MVP exploring blockchain node participation and DePIN-oriented operation.
Frontend MVP exploring modular node operation and DePIN hardware UX.
DEPTH 03/EXPLORATION ARCHIVE
Experiments dug in public.
Public experiments in interfaces, communities, protocols, and product directions.
DEPTH 04/THE DIGGING PATH
From discipline to systems.
The path behind the builds: physical discipline, intelligent systems, blockchain infrastructure, and sovereign AI.
AI / Deep Learning / Computer Vision
Practical experimentation with intelligent systems and visual understanding.
AIVisionExperimentation
Blockchain & Smart Contracts
From permissioned blockchain foundations to public Web3 development.
Smart ContractsInfrastructureWeb3
Web3 Products
Trust, onboarding, infrastructure, and safer user interaction design.
TrustOnboardingUX
Sovereign AI & VESPERA
Owned context and human-approved workflows.
Local-firstApprovalContext
DEPTH 05/BUILDER LAB
Trench Club
A public builder lab by SAPGUN.
I dig into Web3 trust, sovereign AI, and ownership-driven products - building prototypes, documenting experiments, and examining the systems shaping the next internet.
Builds show what I make.
Field Notes show what I learn.
Research Digs show how I think.
Signals show what I am watching now.
Keep digging.
Build what can be verified.