Kauddoc: Find the Real Cause of Production Failures

Introduction

Kauddoc is a special tool built for modern engineering teams to help them debug problems. Unlike other tools that just tell you an error happened, Kauddoc digs deep into your code, dependencies, and history to find the exact reason why something broke. It uses evidence to give teams confidence that they are fixing the right problem.

Benefits

Kauddoc offers several key advantages for developers and engineering teams.

• Evidence Over Guesswork:The tool does not rely on assumptions. It connects the dots between code changes, logs, and services to provide a grounded fix based on real data.
• AI-First Diagnosis:Kauddoc uses smart AI agents that read your code like a senior engineer would. These agents work together to find the root cause quickly.
• Cross-Service Correlation:If a problem affects multiple parts of your system, Kauddoc can trace the issue through different APIs and shared libraries to show the full picture.
• Git-Aware Analysis:The tool knows exactly when a bug was introduced and who made the change. It links findings to specific commits for a clear history.
• Actionable Reports:Every investigation creates a human-readable report. This report includes a chain of evidence, a risk score, and suggested code fixes.

Use Cases

Kauddoc is designed for teams that want to stop chasing symptoms and start solving real problems.

• Investigating Production Failures:When a payment fails or a service times out, Kauddoc can analyze the issue and provide a confidence score on the cause. For example, it might identify that a webhook handler blocked a thread and suggest an async fix.
• Smart Issue Triage:The tool can automatically sort incoming errors and route them to the correct engineer. It labels issues based on the type of bug, such as API performance or authentication errors.
• Backlog Management:Teams can organize their investigations into a backlog. The tool helps prioritize work by showing which issues are recurring or high risk.
• Reducing Fix Time:By providing clear evidence and suggested fixes, Kauddoc helps teams reduce the time it takes to fix bugs from hours down to minutes.

Pricing

Kauddoc uses a credit-based pricing model. Every investigation estimates how many credits it will need before it starts. If an investigation finishes early or is cancelled, any unused credits are returned to your account.

• Free Tier:Includes 10 welcome credits, one repository, and 7 days of data retention. No credit card is required.
• Starter ($29/month):Includes 70 credits per month, two private repositories, and 30 days of data retention.
• Pro ($79/month):Includes 200 credits per month, up to 50 repositories, a priority queue, and advanced analytics.
• Advanced ($199/month):Includes 600 credits per month, up to 100 repositories, 20 team members, role-based access control, and audit logs.

Small projects typically cost about $0.26 per credit. Volume discounts are available for larger credit packs.

Vibes

Engineering teams at companies like LinearStack trust Kauddoc to handle their debugging needs. The tool has helped teams turn two-hour production emergencies into twelve-minute investigations. Users appreciate that it provides fast, evidence-backed root cause analysis that is grounded in the actual history and structure of their codebase.

Additional Information

Kauddoc is built on the principle that finding the cause is more important than just identifying the error. It distinguishes itself from other tools by focusing on the entire codebase context rather than just partial data points. This approach ensures that fixes are accurate and reliable.