menu
SEOSiri IAIG: An open MCP API control plane to stop AI agents from breaking production infrastructur

SEOSiri IAIG: An open MCP API control plane to stop AI agents from breaking production infrastructur

Leader ●1 ●5 ●40
calendar_today ago • schedule1 min read
— Originally published at www.seosiri.com

Hey devs,

As agentic workflows expand from sandboxed chat into production systems and IoT hardware, prompt engineering alone isn't a sufficient safety barrier. If an agent hallucinates a payload or triggers a cascading loop, traditional error-handling often catches it too late.

We launched SEOSiri Industrial AI Gateway (IAIG), an MCP-compliant API gateway that acts as a deterministic boundary between agent decision-making and physical/API endpoints.

Quick Specs:

License: MIT (Open Source)
Distribution: Live on npm
Tools Included: 21 documented tools (iaig_firewall_inspect, iaig_budget_gate, iaig_queue_proposal_hmi, iaig_audit_ledger, etc.)
Tier: Free tier available

Check out the architecture overview and get API access here:
https://www.seosiri.com/2026/08/industrial-ai-api.html

Feedback and tool requests are welcome!

3 Comments

•

Interesting approach. Putting a deterministic layer between agents and production APIs makes a lot of sense. How does the budget gate behave when an agent gets stuck in a loop?

1 vote
•

@[Sajal Kanti]

Great question, Sajal! Runaway loops are one of the most common ways autonomous agents drain API credits and risk cascading failures. Here is how iaig_budget_gate and the gateway handle recursion loops under the hood:

  1. Sliding-Window Velocity & Spend Caps: The budget gate enforces hard limits on both request frequency (token-bucket per minute) and cumulative session/token budget. If an agent loops, it hits the threshold before consuming uncontrolled API or compute costs.

  2. Pattern-Based Circuit Breaker: When identical or near-identical tool call signatures (hashed input parameters + tool target) trigger repeatedly within a tight time window (e.g., 3> identical invocations without state progression), the circuit breaker shifts from CLOSED to OPEN.

  3. Intervention via iaig_queue_proposal_hmi: Once a loop or budget trip occurs, downstream API/hardware actuation is immediately halted. The action is held in the Proposal-Commit Queue, requiring human sign-off on the dashboard before any further state mutation can execute.

  4. Structured Error Recovery to LLM Context: Instead of generic 500 crashes, the gateway returns a typed JSON-RPC 2.0 response (BUDGET_OR_RECURSION_LIMIT_REACHED) explaining the exact trigger, giving the agent a deterministic signal to halt or reformulate its plan cleanly.

You can inspect the live edge architecture and sandbox simulations on our developer portal:

https://developers.seosiri.com/ or check the deep-dive writeup at

https://www.seosiri.com/2026/08/industrial-ai-api.html.

2
•

@[seosiri] @jamesdayal thank you

1
🔥 Join developers growing publicly
Share your knowledge, build in public, and grow your developer presence with a global community.
Join CoderLegion

More Posts

The Zero-Net-Loss Fleet & The Mercenary Squad: A Live AI Economy

DEVPlank - Aug 4

The Sovereign Vault — A Comprehensive Guide to Protocol-Driven AI

Ken W. Algerverified - Jun 4

Merancang Backend Bisnis ISP: API Pelanggan, Paket Internet, Invoice, dan Tiket Support

Masbadar - Mar 13

MCP Is the USB-C of AI. So Why Are You Plugging Everything In?

Ken W. Algerverified - Jun 10

Breaking the AI Data Bottleneck: How Hammerspace's AI Data Platform Eliminates Migration Nightmares

Tom Smithverified - Mar 16
chevron_left
Momenul Ahmad
2.2k Points • 46 Badges
Bangladesh • seosiri.com
22Posts
7Comments
4Connections
I don’t come from a traditional Computer Science background. I spent years in high-level digital mar... Show more

More From seosiri

🚀 Built an MCP Developer Ecosystem at SEOSiri

🚀 Open Sourcing etl-pipeline-mcp: A Local-First, Decoupled Data Pipeline for AI Agents

Looking for 3 Beta Testers – HubSpot OAuth Installation Flow (Marketplace Submission)

Related Jobs

View all jobs →

Commenters (This Week)

2 comments
1 comment

Contribute meaningful comments to climb the leaderboard and earn badges!