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  • Operational Control (COS360)
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  • Jenkins CI/CD Debug Assistant
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Engineering Hours Disappearing?

Spending 3-4 Hours Debugging Every Build Failure?

Developers stuck debugging instead of building. Same issues repeating. Junior devs blocked, seniors interrupted. Releases delayed by technical mysteries that waste everyone's time.

Stop Wasting TimeSchedule Integration Call

The Real Cost of Downtime:

  • ✗15+ engineering hours wasted per week on debugging
  • ✗Same failures repeating - knowledge not captured
  • ✗Releases delayed, customers waiting, revenue impacted
  • ✗Team frustrated - stuck on problems instead of innovation

Diagnose Failures Instantly, Not After Hours

When your build fails, get instant root cause analysis with exact steps to fix it. Like having a senior engineer on call 24/7.

Instant Root Cause Analysis

Know exactly what broke and why - in seconds, not hours

Learns From History

Automatically finds similar past failures and their solutions

Exact Fix Recommendations

Not generic advice - specific commands, file paths, and steps

Works With Your Tools

Jenkins, GitLab, GitHub Actions - integrates via simple webhook

Built Smart for Your Business

Not just automation - intelligent features that save money, protect security, and get better over time.

Smart Cost Optimization

Simple issues go to cheap AI analysis. Complex problems get the full power of advanced models. You save money automatically.

💡 Business Impact: 60-80% cost savings on analysis

Security-First Design

Automatically removes API keys, passwords, and sensitive data before any analysis. Your secrets stay secret.

💡 Business Impact: Zero credential leaks, complete protection

Gets Smarter Over Time

Every failure builds your team's knowledge base. Same issues resolve faster next time. Junior devs solve problems independently.

💡 Business Impact: Faster resolutions, less senior interruption

What CI/CD Assistant Delivers

Built to solve DevOps challenges and recover wasted engineering hours.

70%
Faster Failure Resolution
15+
Hours Saved Per Week
30%
Fewer Repeated Failures
87%
Analysis Confidence

Simple Integration, Instant Results

Set up once, save time forever. Works with your existing CI/CD pipeline.

Step 1

Connect Your CI/CD

Simple webhook setup for Jenkins, GitLab, or GitHub Actions. Takes 5 minutes to configure.

Step 2

Automatic Analysis

When builds fail, logs are automatically analyzed. Secrets removed, similar failures found, root cause identified.

Step 3

Get Exact Fixes

Receive root cause, confidence score, specific fix steps, and links to similar resolved incidents. Solve in minutes, not hours.

Technical Architecture (for engineering teams)

Multi-Provider Support: Generic webhook receiver works with Jenkins, GitLab, GitHub Actions, and more

Intelligent Cost Optimization: Template-based RAG for high-confidence matches (60-80% cost savings), multi-tier LLM routing based on complexity

Advanced Redaction: Automatically detects and removes API keys, tokens, passwords, credentials before any LLM analysis

RAG-Based Retrieval: FAISS vector search finds similar historical incidents with confidence scoring

Enterprise Features: API authentication, rate limiting, Prometheus metrics, robust schema validation with partial recovery

Stop Losing Engineering Hours to Build Failures

Achieve 70% faster resolutions, save 15+ hours weekly, and let your team focus on building instead of debugging.

Schedule Integration CallSee Other Solutions