Introducing Fund Flows: Onchain Tracing with Built-In Risk Intelligence

From the CTO's Desk – April 2026: $635M in 30 Days, and the Infrastructure We're Building to Price the Risk

April’s wave of DeFi exploits and stablecoin stress events revealed a harsh reality: AI-accelerated attackers are outpacing defenders, making real-time contagion monitoring, redemption risk analysis, governance surveillance, and digital asset risk intelligence essential infrastructure for institutional on-chain finance.

May 6, 2026

News

Introducing DD Digital Asset Ratings: The Most Comprehensive Real-Time Rating System for On-Chain Finance

A real-time, continuous rating system for digital assets that surfaces hidden on-chain structural risks—across stablecoins, vaults, and protocols—before they cascade into systemic failures.

April 13, 2026

News

From the CTO's Desk – March 2026: Lessons from the USR Collapse: Building for Structural Risk in DeFi

Lessons from the USR collapse show that structural risk (not just exploits) is the biggest threat in DeFi, making real-time risk intelligence essential for preventing failures.

April 3, 2026

News

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Where the Yield Comes From

Explore where DeFi vault yields come from through an analysis of $4.34 billion in Morpho vaults, examining lending interest, token incentives, shared market exposure, and liquidity risk.

October 22, 2026

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A Stablecoin Can Be Fully Reserved and Still Have a Liquidity Problem

Why a fully reserved stablecoin can still face redemption, banking, and payment-rail liquidity risk, and what issuers, institutions, and regulators should monitor in real time.

September 19, 2026

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What Section 302 of the Digital Asset Market Clarity Act Means for Onchain Risk

A proposed version of Section 302 outlined sanctions screening, transaction monitoring, and risk-based controls for onchain application layers, offering an early blueprint for how risk intelligence could become embedded directly into digital asset transactions.

September 12, 2026

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All

The Missing Layer in Agentic Payment Infrastructure

Agentic payment and asset-management systems have built a control layer to govern what AI agents are authorized to do, but they still lack a risk layer to tell them whether the stablecoins, vaults, and counterparties they're settling into are actually safe at the moment of execution.

August 4, 2026

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What Ratings Agencies Miss About Onchain Assets

S&P and Moody's brought ratings onchain, but they're still periodic, issuer-informed opinions. Here's what that misses about what actually happens onchain.

July 30, 2026

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Agent Payment Security: The Asset Layer Nobody Is Checking

Agent payment stacks verify identity, authority, and counterparties. None verify the stablecoin itself. Inside the asset-integrity gap in agentic payments.

July 23, 2026

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Agentic Payments Are Here. The Asset Risk Layer That Keeps Them Safe Isn't.

Wallet guardrails control what an AI agent can do, not whether the asset is safe. Why agentic payments need a real-time asset risk layer.

July 21, 2026

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From the CTO's Desk: H1 Recap - Stablecoin Risk: Learning from Past Depeggings

A CTO's H1 recap dissecting six 2026 stablecoin collapses to show that the failure mechanism — not the size of the depeg — determines whether holders recover, and how Webacy built a dedicated pre-price sensor for each way a peg breaks.

July 20, 2026

News

Stablecoin Monitoring: Depeg Alerts, Risk Warnings, and Real Time Detection

Real-time stablecoin depeg monitoring that warns you before the price breaks and automates the audit trail for treasury, risk, and compliance teams. Suggested Slug: /blog/stablecoin-depeg-monitoring

July 17, 2026

News

msUSD: anatomy of a stablecoin that was built to lose a run

A research post-mortem of Main Street Finance's June 2026 collapse — and why the design, not the trigger, is the story.

July 15, 2026

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10 Questions to Ask Your Vault Curator Before You Deploy Capital

Vault curator due diligence in 10 questions. What to ask about recursive leverage, exit liquidity, oracles, and conflicts before deploying capital.

July 13, 2026

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Liquidity Risk in DeFi: How Funds Get Trapped and Vanishing Pools Actually Happen

Liquidity risk in DeFi is the danger that a token can't be bought or sold without severe price impact, or can't be exited at all, driven by onchain conditions like thin pools, unlocked LP tokens, and concentrated ownership that can change in a single transaction.

July 10, 2026

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Introducing Fund Flows: Onchain Tracing with Built-In Risk Intelligence

From the CTO's Desk – April 2026: $635M in 30 Days, and the Infrastructure We're Building to Price the Risk

Introducing DD Digital Asset Ratings: The Most Comprehensive Real-Time Rating System for On-Chain Finance

From the CTO's Desk – March 2026: Lessons from the USR Collapse: Building for Structural Risk in DeFi

Where the Yield Comes From

A Stablecoin Can Be Fully Reserved and Still Have a Liquidity Problem

What Section 302 of the Digital Asset Market Clarity Act Means for Onchain Risk

The Missing Layer in Agentic Payment Infrastructure

What Ratings Agencies Miss About Onchain Assets

Agent Payment Security: The Asset Layer Nobody Is Checking

Agentic Payments Are Here. The Asset Risk Layer That Keeps Them Safe Isn't.

From the CTO's Desk: H1 Recap - Stablecoin Risk: Learning from Past Depeggings

Stablecoin Monitoring: Depeg Alerts, Risk Warnings, and Real Time Detection

msUSD: anatomy of a stablecoin that was built to lose a run

10 Questions to Ask Your Vault Curator Before You Deploy Capital

Liquidity Risk in DeFi: How Funds Get Trapped and Vanishing Pools Actually Happen