Audit AI agents before they ship.
Connect any agent. Run real conversations. Ship with confidence.
Capabilities
Everything you need to test
with more confidence.
PlayClaw helps teams pressure-test real agent behavior, catch weak spots earlier, and move toward release with sharper judgment.
Live Audit Sessions
Put your agent inside a realistic conversation flow instead of guessing from raw logs. Watch how it reacts when nuance, pressure, and ambiguity arrive together.
Live Audit Sessions
Put your agent inside a realistic conversation flow instead of guessing from raw logs. Watch how it reacts when nuance, pressure, and ambiguity arrive together.
Fast, Low-Friction Connection
Bring an existing agent into PlayClaw in minutes and keep testing without rebuilding your workflow around a temporary demo setup.
Fast, Low-Friction Connection
Bring an existing agent into PlayClaw in minutes and keep testing without rebuilding your workflow around a temporary demo setup.
Context-Aware Scoring
Every report is grounded in what your agent is actually meant to do, so the feedback feels relevant, focused, and easier to trust.
Context-Aware Scoring
Every report is grounded in what your agent is actually meant to do, so the feedback feels relevant, focused, and easier to trust.
Private by Default
PlayClaw is designed for teams who want stronger confidence without turning their working environment into a public experiment.
Private by Default
PlayClaw is designed for teams who want stronger confidence without turning their working environment into a public experiment.
Reliable Re-Testing
Reconnect the same agent whenever you need, rerun fresh sessions after every change, and measure whether the next version actually feels better.
Reliable Re-Testing
Reconnect the same agent whenever you need, rerun fresh sessions after every change, and measure whether the next version actually feels better.
Actionable Reports
Finish each audit with a clear score, visible strengths, likely friction points, and the next thing worth improving first.
Actionable Reports
Finish each audit with a clear score, visible strengths, likely friction points, and the next thing worth improving first.
How PlayClaw works
Designed to show how your agentperforms when the stakes feel real.
From first setup to final verdict, PlayClaw gives teams a more realistic way to review behavior, catch weak spots, and move toward release with sharper confidence.
Scenario-led audits
Each session is shaped around your agent's real role, expected tone, and operating boundaries, so the pressure feels relevant instead of synthetic.
Clear evaluation layers
PlayClaw turns each session into a readable review, so teams can see what feels solid, what looks risky, and what to improve next.
Fast setup path
From onboarding to live testing, the path is designed to get teams auditing quickly without turning setup into its own project.
Reports you can act on
Every audit ends with a score, a verdict, and concrete next steps that make iteration easier for the team.
Final Check
Ready to ship with confidence?
Bring your agent into a live audit flow, watch realistic conversations unfold, and leave with a report you can actually act on.