Private beta opening soon

Your AI agents get better every day

Find out why your agents fail. See the fix. Confirm it works. Starting with OpenClaw.

14-day free trial · No credit card required

Works with

OpenClawLangGraphCrewAIOpenAI AgentsAny OTel agent

You built an agent. It works... mostly.

When it fails, you dig through logs, guess at fixes, and hope for the best. Then you ship the same agent and it fails the same way.

Logs show what happened. Not why. With agents, those aren't the same thing.

The rest rely on "vibes-based development." You spot-check a few outputs and ship if nothing looks obviously broken.

0%

of agent builders don't evaluate their agents at all

0%

of failures are the same 3 to 5 root causes, repeated

The briefing

Your daily briefing, right where you work

No dashboard to memorize. No metrics to obsess over. Improvements land in your conversation every morning.

AdeptLoopAPP
9:00 AM

Example of AdeptLoop's daily improvement briefing showing agent health stats, diagnosed issues with suggested fixes, and verification of previously applied fixes.

How it works

Three steps to better agents

Step 1

Install the skill

One command. It installs a lightweight tracker, wires up your agent, and starts watching for failures.

openclaw install @adeptloop/improve
Step 2

Get daily improvement briefings

Every morning you get the top issues that broke, sorted by severity. Plus exactly how to fix each one.

Step 3

Apply fixes instantly

Reply "Yes" and the skill applies the fix. Tomorrow's briefing shows you the new failure rate. Did it drop? You're good.

What we catch

What AdeptLoop catches

Your agents hit the same failure patterns in production. We spot 13 of them. Here are the most common.

Hallucination

Agent confidently returns incorrect facts, prices, or dates.

Picks the wrong tool

Agent picks the wrong skill or tool for the user's intent.

Can't find the right info

Agent can't find relevant context or retrieves wrong documents.

Ignores your rules

Agent skips your system prompt rules, guardrails, or formatting requirements.

Cost overruns

Excessive token usage, redundant API calls, or runaway loops.

Formatting errors

Broken JSON, malformed responses, or unexpected output structure.

Integrations

Works with your framework

Works with any agent that ships traces. Plug it in and go.

OpenClawDay 1
LangGraph
CrewAI
OpenAI Agents SDK
Pricing

Pricing

Unlimited users at every tier. Usage add-ons at $2.50/10K traces.

Trial
$0for 14 days
Everything included, no credit card required
  • 10K traces
  • Full evaluation suite
  • Automated diagnosis + fixes
  • 1 agent
Join waitlist
Most popular
Pro
$29/month
Everything you need to ship better agents
  • 100K traces/month
  • Full evaluation suite
  • Automated diagnosis + fixes
  • Unlimited agents
  • One-click fix application
Join waitlist
Team
$149/month
Collaborate with your team
  • 500K traces/month
  • Everything in Pro
  • Unlimited users
  • Shared experiments
  • Annotation queues
  • Priority support
Join waitlist

Ready to stop shipping the same bugs?

Join the waitlist. Early access is coming soon.