Slow Deployment Velocity: ↑ 40% lead time delays
Fragmented tooling and manual pipelines slow down code delivery and reduce release frequency.
StackGen is trusted by leading enterprises
Engineering Team Challenges
High Incident Volume: ↑ 34% Post-Deployment Failures
Inconsistent environments and limited observability lead to frequent outages and recovery delays.
Inefficient Collaboration: ↓ 25% cross-team efficiency
Siloed Dev, Ops, and Security teams create communication gaps that hinder continuous delivery.
Innate Abilities
Simple building blocks that makes Aiden work for your DevOps use case
Skills
Skills in Aiden are predefined capabilities that allow the system to perform specific actions based on user requests.
- Azure Resource Cost Estimation: Fetch usage cost of Azure resources within a time range
- AWS Policy Checker: Analyze AWS resources to ensure adherence to your org policies
- AWS Cloud Provisioning: Provision AWS cloud resources for new projects
- Root Cause Analysis: Performs RCA by checking observability stack, recent deployments or infrastructure changes.
Tasks
Lets you run recurring tasks effortlessly on a schedule or triggered by an external event in your infrastructure to automate queries and workflows autonomously leveraging Aiden's existing capabilities.
- Generate daily readable report in table format about my AWS and Azure resource cost
- Run daily system health check for my K8s clusters and APM services and create summary for my SRE team
- Debug incoming alerts, provide root cause analysis, and remediation solutions
Integrations
Aiden seamlessly integrates with your infrastructure and engineering tools
- Large number of integrations to most popular engineering tools
- Custom Integrations with Aiden can be done over MCP or with help of StackGen's professional services
Capabilities
Aiden inherits certain operations based on the Integrations enabled
- Read operations from a data source
- Updating configuration from a connected tool
- Creating new objects for tools
- Deleting things from existing tool configurations, etc
Knowledge Hub
Enhance Aiden's understanding of your DevOps context including workflows, runbooks, and specific policies
- Text Input: Directly input text based information
- Upload Files: Support multiple types of files from PDF, Word, Spreadsheet
- Fetch From URL: Point Aiden to a web URL to gather context
Solutions
Aiden can provide different solution across different DevOps lifecycle
Infrastructure Management
Disciplined to work with StackGen Platform IaC tools to manage infrastructure
- Create custom policies
- Execute Cloud Discovery
- Manage appStacks
- Generate IaC
- Manage resources
Incident Remediation
Aiden works with StackGen ObserveNow to handle incidents across full observability stack
- Perform root cause analysis using metrics, traces, and logs
- Query observability data using natural language
- Analyze system performance patterns
- Assist with incident investigation and resolution
- Generate incident impact reports
- Identify performance bottlenecks
- Track and analyze service dependencies
- Provide incident response recommendations
- Monitor SLO compliance
- Reduce Mean Time to Detection (MTTD) and Resolution (MTTR)
Governance
Aiden becomes grounded in StackGen's deterministic built-in and custom policies
- Custom policies
- Implementing custom modules
- Compliance dashboard and monitoring
- Aware of activity logs
- Aware of CLI runs
Optimization
Aiden grounded in StackGen infrastructure cost and performance optimization modules
- Provides cost estimation prior to provisioning infrastructure
- Re-calibrates infrastructure to meet budget and performance goals
- Recommends optimization actions when drifts or other issues deviates from performance and cost goals
Getting Started With Aiden
Connect Stack
Integrate with your existing tools—observability platforms, CI/CD pipelines, databases, cloud infrastructure, and Kubernetes clusters. No rip-and-replace required.
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Ask or Automate
Query in natural language for immediate insights, or let Aiden watch for issues automatically and take action without human intervention.
Investigate & Fix
Aiden correlates data, identifies root causes with contextual evidence, and either resolves issues or provides clear action plans.
Learn & Improve
Knowledge from every incident is captured and used to make future resolutions even faster, continuously improving your operations.
DevEx 2.0
Reduce developer friction and increase productivity efficiency
After
Less cognitive load, less time, less stress
- Aiden handles tool orchastration
- Aiden is aware of all workspace's project conversational context
- Aiden can automate actions against alerts and responses to execute runbooks
- Aiden is aware of your team's collective knowledge
- Aiden can quickly aggregate data from various data sources and produce insight summaries
- Aiden can produce fast root cause analysis and remediation solutions
Before
More cognitive load, time-consuming, frustrating
- Tool sprawl across 15+ tools from multiple browser tabs
- Context switch from apps, tools, docs, and meetings hurting productivity
- Data siloes scattered across different tools, apps, and teams blurring the full picture
- Alert & notification fatigue caused by hundreds of messages masking critical issues
- Information gap caused by scattered or missing documentation and tribal knowledge locked in people's minds
- Slow responses to resolution leads to downtime costing millions
More Resources
Aiden Your AI DevOps Teammate
From Q&A to tasks across various DevOps tools and stages.
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