ALL EDITIONS
6 published editions and counting
Single-Vendor Agent Risk
Production AI agents on-chain depend on a single LLM gateway. When the provider hiccups (credits, rate limits, outages), the agent is dead and the founder has no fallback. Live signal this week: Blue Agent blocked 48+ hours on a Bankr top-up issue.
Agent Reputation Rails
Protocols want to allow AI agents to borrow, trade, vote, and execute on-chain, but have no standard way to assess agent risk. There is no agent equivalent of a credit score, so every protocol hand-rolls a half-baked policy that breaks the first time it is gamed.
GCC-Compliant Tokenization Rails
Family offices and sovereign-aligned funds in the GCC are sitting on $3T+ of capital that wants real-world-asset exposure on-chain, but every available tokenization stack is US or EU-centric and fails to meet VARA, SAMA, and Sharia compliance out of the box.
Bug-Bounty-Ready in Weeks
A live bug bounty program with unresolved attack surfaces is not a safety net. It is an open invitation. The preparation is everything.
RWAs at $25B: The Per-Chain Audit Burden
A repeatable audit-orchestration playbook for RWA protocols expanding past their home chain — built on the engagement patterns dOrg has refined across $1.7B+ in shipped on-chain value.
Solidity Talent Pool
Founders and CTOs in DeFi startups express frustration with the slow hiring process for Solidity developers, often taking weeks or months, delaying MVP launches.