Agent Spending Without Controls — Rodrigo Coelho & Pranav Maheshwari, Edge & Node @aiDotEngineer
Agent Spending Without Controls — Rodrigo Coelho & Pranav Maheshwari, Edge & Node  @aiDotEngineer
Uploaded September 2026 | Updated September 2026, 3 weeks ago
Pranav Maheshwari ran one prompt in two terminals: find the email address of the head of crypto and blockchain at Mastercard. The terminal without a payment skill file returned the company's email format and an invitation to work the rest out. The one with it paid a fraction of a cent to a metered endpoint and came back with the address, the person's location and their handle. That gap is the whole argument. Most MCP servers are free today, and his claim is that the useful ones will not stay free, which leaves an agent only as capable as the tools it can pay for. Rodrigo Coelho sets up the longer history first: Edge & Node built The Graph, served 1.8 trillion onchain queries, and shipped a query micropayment system in 2021 that cited the HTTP 402 spec years before Coinbase released x402.

What stops enterprises adopting any of this, in Coelho's telling, is compliance rather than throughput. Traditional rails assume a human somewhere in the decision loop. Agents transact around the clock at machine speed, and a counterparty arrives as a bare wallet address with no identity attached to it. Somebody carrying a title like chief legal officer has to sign off, knowing that getting sanctions screening wrong carries fines in the billions. The closing demo makes that concrete. Two agents hit a metered scraping service, one from an ordinary wallet and one from a wallet flagged as sanctioned. With screening off, both transactions authorize. Switching screening on leaves the first working and rejects the second as a blocklisted address.

Speaker info:
- https://x.com/rodventures
- linkedin.com/in/rodrigoco
- https://x.com/impranavm_
- linkedin.com/in/thepranavmaheshwari

Timestamps:
0:00 - The Graph, and paying for queries before x402 existed
2:03 - Prior art: micropayments, the 402 spec, and joining the foundation
3:52 - Rails built for humans in the loop, not machines
4:49 - Why enterprises stall without a compliance layer
5:42 - A wallet address with no identity behind it
6:37 - The officer who signs off, and the size of the fines
7:35 - Agents are only as good as the tools they can pay for
8:31 - Demo: the same prompt with and without the skill file
12:16 - Demo: an agent buying a gift under a set budget
16:14 - Demo: screening a sanctioned wallet
18:04 - Compliance on, and the transaction rejects
Agent Spending Without Controls — Rodrigo Coelho & Pranav Maheshwari, Edge & NodeState of Data — Sean Cai, Independent / State of DataRL Environments at Scale – Will Brown, Prime IntellectData Quality Is the Compute Multiplier — Ari Morcos, DatologyAIThe Era of Compound Engineering — Kieran Klaassen, Every/CoraAgents, codebases, and teams — Aditya Khandelwal, Amazon AGI LabAI Evals for Cross-Functional Teams — Nachiket Paranjape & Swaroop Chitlur Haridas, DoorDashHow Windsurf writes 90% of your code with an Agentic IDE - Kevin Hou, WindsurfEvaling Video Slop — Maor Bril, Character.aiPrototyping as Leadership: How a CTO Ships with AI Agents — Hursh Agrawal, The Browser CompanyInfra behind Krea 2: How to train and serve at scale — Gabriel Jorge Menezes, Krea.aiWhats Next After RLHF? — Diogo Almeida, TypeSafe AI
AI Engineer |

Agent Spending Without Controls — Rodrigo Coelho & Pranav Maheshwari, Edge & Node

SHARE TO X SHARE TO REDDIT SHARE TO FACEBOOK WALLPAPER