PolicyMesh — DePIN procurement agent (Filecoin/Akash) with policies on REST + LangChain

[avi-3012]

Contact Info

@avi-3012

Describe your feedback, bug, or feature request

What I built

PolicyMesh - an autonomous procurement agent that buys Filecoin storage and Akash compute with HBAR/USDC, with spending rules enforced by Hedera Agent Kit v4.

• Repo: https://github.com/avi-3012/Policymesh
• Live demo: https://policymesh-blond.vercel.app
• API:https://policymesh.onrender.com

This is a DePIN / infrastructure procurement use case - not HBAR transfers or x402 payments.

How I used Agent Kit

5 custom policies:budget (HBAR + USDC), service type, provider allowlist, reputation, delivery verification.

3 custom hooks: audit, CoinGecko price oracle, notifications.

5 custom BaseTools: procure_filecoin_storage, procure_akash_compute, and swap quote tools - registered via a custom plugin + HederaLangchainToolkit.

Important for this project: the same policies run on two paths:

1. REST API (POST /api/procure/storage, /compute) - used by the web dashboard
2. LangChain agent (POST /api/agent/chat) - natural language procurement

Both paths hit the same policy engine. That dual-path pattern isn’t shown in the docs.

Human approval: purchases over 100 HBAR go to awaiting_confirmation and need POST /api/confirmations/:id/approve. I built this in my Express API, not via kit HITL - worked fine for a dashboard demo.

HCS: real testnet audit messages on every procurement decision (HcsAuditTrailHook + custom audit hook).

What worked well

• AbstractPolicy / AbstractHook fit “budget cap + allowlist + audit everything” really naturally for buying infra.
• HederaLangchainToolkit + custom plugin - my procurement tools showed up in the agent without much glue code.
• Policies enforced consistently whether the user clicks “Procure” in the UI or chats with the agent.
• Shipped live on Render + Vercel with testnet HCS.

What was specific to this project (not covered elsewhere)

• Docs/examples are transfer-focused. I needed procurement-shaped tools (sizeGB, durationDays, provider selection) - figured it out from BaseTool + plugin source, no end-to-end “custom tool for a non-transfer workflow” tutorial.
• No doc for one policy set, two entry points (REST + LangChain). Other bounty projects seem to pick one; I needed both for judges (UI + agent chat).
• Human confirmation in a web app - I used my own REST confirmation flow. A small “approval queue + resume” recipe for dashboard apps would help.

Ask

A short example: custom procurement tool + plugin + same policies on REST and LangChain + HCS audit - would help the next DePIN/agent builder a lot.

What type of feedback is this?

• General Feedback
• Bug or Suggestion
• Feature Request
• Other

What does this feedback apply to?

• Hedera Agent Kit JS
• Hedera Agent Kit Python
• Feature Request
• Other

What you expected vs what you experienced

Expected: Build an agent that buys decentralized storage/compute with policy limits and a live dashboard + chat interface.

Actual: Policies and LangChain integration worked well. The gap was examples for infrastructure procurement (not transfers) and for running the same policies on REST and the agent. Human approval I handled outside the kit via /api/confirmations — fine for my app, not documented as a pattern.

Relevant links or resources

https://github.com/avi-3012/Policymesh
https://policymesh-blond.vercel.app/
https://policymesh.onrender.com/api/policies
Custom tools: packages/agent/src/tools/ProcurementTools.js
LangChain wiring: packages/agent/src/agent/LangChainProcurementService.js

Score (1-10): How confident did you feel after reading the docs that you could build successfully?

8

Score (1-10): How easy was it to get help when you were blocked?

7

Score (1-10): How intuitive were the APIs / SDKs to use?

8

Score (1-10): How easy was it to debug issues?

7

Score (1-10): How likely are you to build again on Hedera again?

8