๐Ÿ› ๏ธ Open Source Agentic DevOps AI โ€ข No More Toil

Your 24/7 DevOps Engineerโ€”Powered by AI.

Automate. Secure. Deploy. Sleep.
DecafAI writes IaC, heals pipelines, squashes CVEs, and keeps your cloud in lineโ€”self-hosted and actually helpful.

IaC
Terraform/Ansible
CI/CD
Pipeline Fixer
CVE
Auto-Patcher

See DecafAI in Action

Real-world DevOps scenarios. Agentic AI solutions. Always under your control.

๐Ÿค– AI-Driven Proactive Monitoring

$ decaf agent start --mode=proactive
๐Ÿง  Agentic AI initialized with GPT-4 and Mistral models | ๐Ÿ“Š Analyzing patterns from last 30 days...
โšก PREDICTION: Memory spike expected in 3 hours | ๐ŸŽฏ Pattern detected: Daily batch job + cache invalidation
๐Ÿ’ก GenAI recommends preemptive scaling | ๐Ÿค– Auto-generating preventive measures:
โ€ข Scale pods from 5 โ†’ 12 before peak | โ€ข Pre-warm Redis cache with ML-predicted keys | โ€ข Optimize batch query using AI-generated index
๐Ÿš€ Deploy preventive measures? [y/N]: y
โœ… Proactive scaling initiated | โœ… Cache pre-warming in progress (87% hit rate predicted) | โœ… AI-optimized query deployed
โฐ 3 hours later... | ๐Ÿ“ˆ Peak handled smoothly - 0 incidents, 65% less resource usage

โœจ GenAI Infrastructure Generation

$ decaf create "microservices with event sourcing on k8s"
๐Ÿง  Analyzing request with Claude-3 and GPT-4... | ๐Ÿ“š Learning from 10,000+ production architectures
๐Ÿ—๏ธ GenAI creating: terraform/ | k8s-manifests/ | helm-charts/ | event-schemas/ | monitoring/ | ci-cd/ | docs/
๐ŸŽฏ AI optimizations: Smart autoscaling | Intelligent event replay | ML anomaly detection | Cost optimization via spot predictions
๐Ÿ’ซ Deploy complete infrastructure? [y/N]: y
โœ… Infrastructure deployed: 47 resources created | ๐ŸŒ Endpoints ready: api.prod.company.com

๐Ÿ›ก๏ธ Autonomous Security Agent

$ decaf security agent --autonomous
๐Ÿค– Security agent activated with LLaMA-Guard + GPT-4 | ๐Ÿ” Continuous threat analysis enabled
๐Ÿšจ ALERT: Unusual API access pattern detected | ๐Ÿ“Š AI Analysis: 97% probability of credential stuffing
๐Ÿง  Agentic AI taking autonomous actions: Rate limiting | Generating WAF rules | Deploying honeypot | Alerting team
โœ… Attack mitigated: 0 successful breaches | ๐Ÿ“ GenAI creating incident report...
๐Ÿ”ฎ Predictive: Similar attacks expected from 3 regions | Preemptive rules deployed | Security posture +34%

๐Ÿš€ GenAI Pipeline Evolution

$ decaf ci evolve --ai-optimize
๐Ÿง  Analyzing 500+ pipeline runs with GPT-4... | ๐Ÿ“Š ML model trained on your team's patterns
๐Ÿ” GenAI discoveries: 73% test failures predictable | Build cache misses follow pattern | 4 devs break integration tests
โœจ AI optimizations: Predictive test selection | Smart caching with ML TTL | Auto-fix failures | Personalized hooks
โœ… Smart tests: 87% fewer runs | โœ… Predictive cache: 94% hit rate | โœ… Auto-fixes: 42 failures prevented
๐Ÿ“ˆ Results: 12min โ†’ 3min builds (75% faster) | ๐ŸŽ‰ Flaky test rate: 31% โ†’ 2%

๐Ÿ’ฐ AI FinOps Agent

$ decaf finops optimize --ai-agent
๐Ÿค– FinOps agent analyzing with Claude-3... | ๐Ÿ’ต Current monthly spend: $47,832
๐Ÿง  AI finding waste in 17 dimensions | ML predicting resource needs | Correlating deploys with cost spikes
๐Ÿ’ก GenAI strategy: 67% to spot with AI failover | Predictive scaling | AI-scheduled batch jobs | Smart binpacking
โœ… Moved 142 services to spot | โœ… Predictive scaling deployed | โœ… Jobs rescheduled | โœ… RIs purchased
๐Ÿ’ฐ Projected savings: $19,241/month (40.2%) | ๐Ÿ“Š Performance impact: 0% (AI-guaranteed SLAs)

DevOps Challenges We're Solving Together

Real pain points. Agentic AI solutions. Built by the community, for the community.

๐Ÿ˜ด
The 3 AM Wake-Up Call

The Challenge: Production is down. Pager is screaming. You're debugging logs half-asleep.

DecafAI Solution: Our agentic AI analyzes logs, correlates metrics, identifies root causes, and generates fixes - all before you reach for your laptop. GenAI meets DevOps autonomy.

Help us improve โ†’
๐Ÿ”„
Copy-Paste Infrastructure

The Challenge: Writing the same Terraform modules, Ansible playbooks, and K8s manifests. Again.

DecafAI Solution: Agentic AI generates production-ready IaC that follows your patterns. No more boilerplate. Just describe what you need and let GenAI do the heavy lifting.

Contribute patterns โ†’
๐Ÿ›
The Flaky CI/CD Pipeline

The Challenge: Builds failing randomly. Tests passing locally but not in CI. Pipeline taking 45+ minutes.

DecafAI Solution: Agentic AI debugs failures, optimizes pipelines, parallelizes tests, and fixes that one flaky test that fails 30% of the time. GenAI-powered CI/CD healing.

Contribute CI/CD patterns โ†’
๐Ÿ›ก๏ธ
Security Whack-a-Mole

DecafAI Solution: Autonomous vulnerability scanning and patching. GenAI writes security policies. DevSecOps on autopilot.

๐Ÿ“š
Documentation Decay

DecafAI Solution: Auto-generate docs from your infrastructure. Agentic AI keeps everything in sync. No more outdated wikis.

๐Ÿ”ฅ
Multi-Cloud Complexity

DecafAI Solution: AI orchestrates across AWS, Azure, GCP seamlessly. One interface, unified management. Cloud-agnostic automation.

Built for Your Stack

Deep integrations with the tools you already use.

Terraform
Ansible
Kubernetes
Helm
Jenkins
GitHub Actions
GitLab CI
ArgoCD
Docker
Prometheus
Grafana
AWS

Open Source Community

Open source. Community driven. No vendor lock-in.

Contribute

Help build new features, fix bugs, or improve existing functionality.

๐Ÿงช

Test

Deploy DecafAI in your environment. Share feedback and edge cases.

๐Ÿ’ก

Discuss

Share ideas, propose features, and help shape the roadmap.

Let's Build the Future of DevOps in the Age of AI Together

DecafAI is a community effort to eliminate DevOps toil with agentic AI and GenAI