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Insights on API economics, agent governance, and the future of machine-to-machine commerce.

EnterpriseGovernanceChange ManagementStrategy

The Enterprise Adoption Playbook: Observe, Control, Charge

Observe, Control, Charge isn't just a product taxonomy — it's an enterprise change management strategy for adopting economic governance incrementally, building trust at each stage.

Mar 20, 202611 min read
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Agent EconomyEconomic FirewallAutonomous Agents

Why Economic Firewalls Are the Prerequisite for Autonomous AI Agents

Economic firewalls aren't just safety tools — they're the enablers that unlock fully autonomous AI agents. By solving unbounded cost, they create the trust infrastructure for agents to make independent purchasing decisions.

Mar 20, 202611 min read
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GovernanceAPI TeamsPolicy Enforcement

AI Governance for API Teams: Why Your Gateway Needs Policy, Not Just Routing

API teams need AI governance that enforces budgets, permissions, and audit trails — not just traffic routing. Learn why traditional API management falls short.

Mar 19, 202610 min read
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Cost ControlLLMEconomic Firewall

LLM Cost Management: From Monitoring Dashboards to Real-Time Enforcement

LLM cost dashboards show you what you spent. Economic firewalls control what you spend. Learn why observability alone fails when AI agents control the budget.

Mar 17, 202610 min read
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GatewayAI AgentsArchitecture

API Gateway for AI Agents: Why Traditional Gateways Fall Short

Traditional API gateways route traffic. AI agents need economic governance. Learn why Solo.io, Kong, and Gravitee weren't built for autonomous agent workloads.

Mar 12, 202610 min read
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ResearchDelegationMacaroons

What Google DeepMind Gets Right About Agent Delegation — And What SatGate Already Built

DeepMind's Intelligent AI Delegation paper proposes macaroon-based capability tokens for safe agent delegation. Here's how their framework maps to SatGate's architecture.

Mar 11, 20268 min read
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Cost ControlAI AgentsBudget Enforcement

AI Agent Spending Limits: Why API Keys Aren't Enough

API rate limits don't control agent costs. Learn how economic firewalls enforce real-time budget limits on autonomous AI spend — per agent, per tool.

Mar 10, 20269 min read
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Cost ControlAI AgentsGateway

How to Control AI Agent API Costs: Rate Limiting vs Economic Firewalls

Rate limiting doesn't understand money. Learn how economic firewalls give you real budget enforcement for AI agent API spend — per agent, per tool, in real time.

Mar 5, 20268 min read
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ConceptsEconomic FirewallAgent Economy

What Is an Economic Firewall? The Security Primitive for the Agent Economy

An economic firewall enforces budget limits on AI agent API calls at the gateway layer. Learn how it differs from traditional API security and why agents need it.

Mar 5, 20266 min read
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MCPBudget EnforcementTutorial

MCP Budget Enforcement: A Practical Guide to Controlling AI Tool Spend

How to enforce per-tool budgets on MCP servers. Assign costs per tool call, cap agent spending, and attribute costs across teams.

Mar 5, 202610 min read
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Agent EconomyCost ControlMulti-Agent

Agent Swarms Are Here. Who's Controlling the Spend?

Multi-agent AI systems multiply API costs exponentially. Without economic governance, agent swarms can burn through budgets in minutes.

Mar 5, 20267 min read
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ROIGovernanceEnterpriseCost Management

Security as a Profit Center: Why Your Economic Firewall Pays for Itself

Every security tool tells you how many attacks it stopped. SatGate tells you how many dollars it saved. Here's the CFO math on why economic governance is a profit center.

Feb 14, 202612 min read
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MCPBudget ControlL402Cost Management

Hard-Capping MCP Tool Spend with SatGate Proxy

Your AI agent burned $500 overnight calling tools in a loop. Here's how to enforce real-time budget hard caps at the protocol level.

Feb 14, 202610 min read
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MCPGoMacaroonsEngineering

How We Built Budget Enforcement for MCP Tool Calls

2,164 lines of Go, 28 tests, and one evening. An open-source MCP proxy that enforces per-tool budgets with cryptographic delegation.

Feb 13, 20268 min read
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MCPL402MacaroonsAgent Economy

Beyond Connection: The Case for Economic Governance in MCP

The MCP ecosystem talks about capability. Nobody talks about cost. Here's why economic policy is the missing layer — and how to enforce it at the protocol level with L402 and macaroons.

Feb 12, 202612 min read
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MCPGovernanceAgent Economy

Why Routing Isn't Governance

AI gateways excel at routing LLM calls. But when agents control spend autonomously, routing isn't enough. You need economic governance.

Feb 6, 20265 min read
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