The Bagholder // Journal

Research &
Intelligence

// Deep dives on market structure, DeFi frameworks, and onchain forensics.

All Macro DeFi Equity
The Liquidity Gap: What's Really Happening Inside Indonesian Crypto Exchanges
ESSAY crypto MAR 13, 2026

The Liquidity Gap: What's Really Happening Inside Indonesian Crypto Exchanges

A look at the market structure mechanics behind slippage on local exchanges.

The Stochastic Parrot at the Autonomous LLM Trading
ESSAY treasury MAR 3, 2026

The Stochastic Parrot at the Autonomous LLM Trading

A deep-dive into the current trend of autonomous LLM trading

Idle Fund Yield Optimization Model and How to Implement It
ESSAY treasury FEB 27, 2026

Idle Fund Yield Optimization Model and How to Implement It

A quantitative view of optimizing idle capital allocation in a crypto exchange treasury

When the Bank Is Closed and Everyone Wants Out
ESSAY treasury FEB 22, 2026

When the Bank Is Closed and Everyone Wants Out

A practitioner's account of what breaks when you settle $300K a day across crypto wallets, banks, and market makers — and what I built to fix it.

Why Indonesia's Crypto OTC Market Is Shrinking?
ESSAY otc FEB 20, 2026

Why Indonesia's Crypto OTC Market Is Shrinking?

what's wrong with our local ecosystem? How can we fix it?

When Confirmed Doesn't Mean Settled: Building an OTC Reconciliation System
ESSAY treasury FEB 16, 2026

When Confirmed Doesn't Mean Settled: Building an OTC Reconciliation System

A practitioner's account of what breaks when you settle $300K a day across crypto wallets, banks, and market makers — and what I built to fix it.

Pushing Limits: AI Valuations & the Efficiency Frontier
ESSAY macro FEB 14, 2026

Pushing Limits: AI Valuations & the Efficiency Frontier

AI is far from bubble. We are still in the early innings

The Connectivity Cloud: Cloudflare as an AI Winner
ESSAY research FEB 12, 2026

The Connectivity Cloud: Cloudflare as an AI Winner

A deep-dive into Cloudflare's strategic positioning in the AI substrate, focusing on edge inference, AI governance, and egress arbitrage.

Pendle (PENDLE) – Cyclical Yield Tokenization or Structural Decline?
ESSAY yield-tokenization JAN 30, 2026

Pendle (PENDLE) – Cyclical Yield Tokenization or Structural Decline?

A good DeFi protocol with a good tokenomics for the next market cycle