AgentsProof
AgentsProof is an SDK and service that captures agent execution traces, grades runs against custom natural-language rules and approved test cases (Goldens), and produces shareable proof reports to demonstrate an AI agent works.
AgentsProof is ai agents software teams evaluate for ai agents. Use this page to review pricing, integration signals, and the best alternatives before you commit.
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Quick Overview
Best for: AI Agents
What it does
AI Agents software for decision-makers comparing workflow fit and alternatives.
Best fit
AI Agents
Pricing snapshot
Free from $0 Forever
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AgentsProof
AgentsProof provides a lightweight SDK and service to instrument AI agents, capture their step-by-step traces, and automatically grade runs against user-defined success criteria and approved test cases (called Goldens). It is aimed at developers building and shipping agents who want deterministic, explainable evaluations and public shareable proof reports rather than informal "vibe checks." The product supports quick integration (one package, zero config) and produces per-criterion pass/fail details alongside multi-axis scores for each run.
Drop AgentsProof into your agent in 30 seconds. Get a public URL that proves it works — scored on goal completion, tool accuracy, efficiency, quality, and safety.
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Claim this listingKey Features
SDK for tracing
One-package SDK that wraps LLM and tool calls (run.trace) to capture per-step traces in Node or edge runtimes.
Custom Graders
Write rules in plain English to define what 'good' means; every run is automatically graded against these graders.
Goldens (executable test specs)
Turn a passing run into a Golden with success criteria, trace assertions, and expected behavior; Goldens can be executed against future runs.
Trace Assertions
Structured, deterministic checks (e.g., must_not_call, max_steps) that fail immediately when trace assertions are violated.
Synthetic Variants
AI-generated edge-case variants from Goldens to expand test coverage without manually writing tests.
Proof Suites
Run all approved Goldens (and their variants) in a single proof suite; results show per-criterion pass/fail for every case.
Shareable proof reports
Generates public (and with Pro, private) proof reports showing scores and per-criteria explanations for each run.
Pricing
Free forever: 1 project, 200 eval runs/month, default LLM grader, 10 golden test cases, 1 proof suite, public proof reports, and basic email support.
Free
$0 Forever- 1 project
- 200 eval runs / month
- Default LLM grader
- 10 golden test cases
Pro
$29/month or $290/yr- Unlimited projects
- 10,000 eval runs / month
- Unlimited custom graders
- Unlimited golden test cases
Use Cases
Regression testing for agents
Run Goldens and proof suites to catch regressions when prompts, models, or agent logic change.
Safety and privacy enforcement
Enforce rules such as 'the agent must never reveal user PII' using graders and trace assertions.
Ship readiness and QA
Run proof suites as a pre-release check to ensure agents meet success criteria across cases and variants.
Shareable evidence for stakeholders
Publish proof reports to demonstrate to teammates or customers that an agent meets defined behaviors.
Integrations
OpenAI
Listed as a drop-in target in the product's integrations lineup on the site.
Anthropic
Listed as a supported target in the product's integrations lineup on the site.
LangChain
Listed among supported frameworks that AgentsProof can instrument or work with.
Vercel AI SDK
Included in the integrations/targets list shown on the site.
LlamaIndex
Included in the integrations/targets list shown on the site.
CrewAI
Included in the integrations/targets list shown on the site.
Benefits
Limitations
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Frequently Asked Questions
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Getting Started
- 1 Step 1: Install the SDK (npm i agentsproof).
- 2 Step 2: Wrap each LLM and tool call with run.trace('event', ...) to capture trace data.
- 3 Step 3: Add custom graders (plain-English rules) in the dashboard to define success criteria.
- 4 Step 4: Save a passing run as a Golden (set success criteria and trace assertions).
- 5 Step 5: Run a proof suite (one SDK call) to execute approved Goldens and generate a report.
Support
Pricing mentions Basic (Free) and Priority (Pro) email support; contact details are provided via the product site/dashboard.
docs
Site includes SDK examples and usage snippets (code examples on the homepage) to guide integration.
API
https://www.agentsproof.dev/
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