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NullRun Review

NullRun provides runtime authorization for AI agents, ensuring every action is verified before execution with features like budget limits and decision auditing.

shipped Sep 16, 2026freemium
NullRun — product screenshot

Why it matters

1Offers a freemium pricing model with a Free Tier and a Pro Plan at $99/month.
2Includes a developer API with configurable rate limits and a usage pricing of $0.01 per API call.
3Provides runtime authorization for AI agents, integrating with OpenAI, Google Gemini, and LangChain.
4Maintains a tamper-evident, SHA-256 chained audit log of every decision.

About NullRun

Business Model
Subscription SaaS
Usage Pricing
$0.01/call per api-call
Free Credits
100 free API calls
Headquarters
San Francisco, USA
Team Size
11-50
Funding
Series A
Total Raised
$5 million
Platforms
Web, API
Target Audience
Developers and enterprises

Pricing Plans

Free Tier
Free
  • • Basic features
  • • Up to X calls
Pro Plan
$99/mo
  • • Advanced features
  • • Higher usage limits

Cost Examples

  • • Generate 100 calls: ~$1

Specs

API Available

Yes, public API

overview

What is NullRun?

NullRun is an AI runtime authorization tool developed by NullRun that enables developers, operators, security, and finance personnel to control and audit AI agent actions. It acts as an enforcement gateway, verifying every action before execution to prevent unintended or unauthorized operations in production environments. NullRun was announced as production-ready around September 11, 2026, after approximately seven months of development.

features

Key Features of NullRun

NullRun implements a runtime decision layer to gate tool and model calls by AI agents, enforcing policies prior to execution. This system is designed to provide granular control over autonomous AI agents.

  • Runtime authorization for AI agents, verifying actions before execution.
  • Configurable budget limits and cost controls for AI agent operations.
  • Tamper-evident, SHA-256 chained decision auditing and logs.
  • Tool policy gating to block unsafe or unauthorized tool calls.
  • Human approval workflows for sensitive or high-risk actions.
  • Live kill/pause functionality for active AI agents.
  • RPS throttling per API key for rate limiting.
  • Support for various AI agent frameworks and LLM providers for cost tracking and enforcement.

use cases

Who Should Use NullRun?

NullRun is designed for organizations deploying AI agents in production environments that require stringent control, security, and financial oversight. Its capabilities address critical needs across various operational roles.

  • Developers implementing AI agents who need to ensure controlled and authorized execution of agent actions.
  • Operators managing AI agent deployments, requiring live kill/pause capabilities and incident prevention.
  • Security teams needing to enforce tool policies, block unsafe calls, and maintain tamper-evident audit logs for compliance.
  • Finance departments seeking to cap AI agent spend, implement budget limits, and track costs accurately.
  • Enterprises requiring human approval workflows for sensitive AI agent actions and robust explainability.

how to use

How to Use NullRun

NullRun functions as a control plane between AI agents and external systems, requiring integration to intercept and authorize agent actions. Users can configure policies via a dashboard.

  • 1Sign up for a NullRun account and access the dashboard.
  • 2Integrate NullRun with your AI agent framework (e.g., LangGraph, OpenAI Agents) or LLM provider (e.g., OpenAI, Anthropic).
  • 3Define policies in the NullRun dashboard for budget limits, tool policy gating, and human approvals.
  • 4Configure rate limits and RPS throttling per API key as needed.
  • 5Monitor agent actions and review tamper-evident audit logs for compliance and explainability.

pricing

NullRun Pricing & Plans

NullRun offers a freemium model with a free tier and a paid subscription plan, alongside usage-based pricing for API calls. The platform provides transparent pricing for AI agent governance.

  • Free Tier: Free, includes 100 free API calls.
  • Pro Plan: $99/month, specific features beyond the free tier are detailed on the NullRun website.
  • Usage Pricing: $0.01 per API call beyond the free tier allowance.

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Pros

  • +Provides proactive runtime authorization, preventing unauthorized actions before execution.
  • +Offers granular cost controls, including budget limits and RPS throttling, to manage AI agent spend.
  • +Generates tamper-evident, SHA-256 chained audit logs for enhanced explainability and compliance.
  • +Enables human approval workflows for sensitive actions, adding a critical human-in-the-loop control.
  • +Integrates with major AI agent frameworks and LLM providers for comprehensive control.

Cons

  • −Specific default numerical rate limits are not explicitly provided in the documentation.
  • −Currently, only OpenAPI-generated runtime SDKs are fully supported, with TypeScript, JavaScript, and Go SDKs on the roadmap.
  • −Requires integration into existing AI agent workflows, adding an additional layer to the architecture.
  • −Direct user reviews are not extensively available in public search results, making broad reception assessment challenging.

Similar Tools

NullRun vs Competitors

NullRun distinguishes itself by providing a dedicated runtime authorization layer for AI agents, focusing on pre-execution control and policy enforcement, rather than solely observability or post-action analysis.

1
NVIDIA NeMo Guardrails↗

A Python toolkit for adding programmable guardrails to LLM-based applications, allowing definition of rules for safety, security, and control over agent behavior.

NeMo Guardrails provides the policy enforcement aspect of NullRun, enabling you to define what your AI agent can and cannot do at runtime. However, it's a library you integrate into your application, requiring more setup than NullRun's hosted service, and it doesn't inherently offer budget limits or cost controls; you'd need to implement those separately.

2

Provides observability, cost monitoring, and caching for LLM applications by acting as a proxy to track and manage API calls.

Helicone excels at the cost control and decision auditing aspects of NullRun, giving you visibility into LLM usage and spending. Unlike NullRun, it primarily acts as a proxy for monitoring and doesn't offer direct runtime authorization or complex policy enforcement for agent actions beyond rate limiting or budget alerts.

3

An open-source observability and evaluation platform for LLM applications, offering detailed tracing, cost tracking, and analytics for agent runs.

Langfuse provides robust decision auditing and cost tracking similar to NullRun, giving you deep insights into agent behavior and expenses. While it offers evaluation capabilities, it doesn't provide the same level of proactive runtime authorization and policy enforcement for agent actions as NullRun.

4
LiteLLM↗

A Python library that unifies API calls to various LLM providers and includes features like cost tracking, retries, and fallbacks.

LiteLLM helps with cost tracking and managing API interactions across different LLMs, addressing a part of NullRun's cost control. However, it's a client library for making LLM calls and doesn't offer runtime authorization, complex policy enforcement, or comprehensive decision auditing for agent actions like NullRun.

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