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Aiden
DevOps AI Agent

Get instant answers, automate operations, and resolve incidents faster across various DevOps scenarios

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StackGen is trusted by leading enterprises

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Engineering Team Challenges

Slow Deployment Velocity: ↑ 40% lead time delays

Fragmented tooling and manual pipelines slow down code delivery and reduce release frequency.

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.

Aiden Your AI Teammate For

App Developers
Focus creating business or user critical features

Goals

Ship product features faster and reliably

Challenge

On average spending 70% time dealing with operational overhead

Aiden Helps By

Handling tool sprawl, context switching, data silos, alerts, knowledge gaps, and slow response issues as your ever-present DevX helper

Platform Engineers
Standardize infrastructure without slowing teams down

Goals

Accelerate developer productivity through better tooling

Challenge

Balancing developer freedom with governance across sprawling multi-cloud environments

Aiden Helps By

Serving as the front door to your platform—answering questions, enforcing policies, and guiding developers through self-service workflows so you're not the bottleneck

Site Reliability Engineer (SRE)
Ensure reliable, scalable, performant systems

Goal

Ensure system reliability and performance while enabling rapid, safe delivery of changes.

Challenge

Balancing reliability with innovation speed amid growing system complexity.

Aiden Helps By

Accelerating incident resolution with automated root cause analysis, observability insights, and intelligent remediation, significantly reducing MTTR

DevOps Engineer
Scale infrastructure capabilities across the organization

Goal

Empower developers through reliable, scalable, and automated infrastructure.

Challenge

Balancing reliability, scalability, guardrails, and developer velocity amid complex systems.

Aiden Helps By

Automating routine DevOps tasks and enables developer self-service, reducing toil and dependency on PE teams teams so DevOps Engineers can focus on more strategic work or projects

Innate Abilities

Simple building blocks that makes Aiden work for your DevOps use case

Skills

Skills in Aiden are custom workflows that chain one or more Integration Experts and are invoked based on relevant user queries

  • Azure Expert: Fetch usage cost of Azure resources within a time range
  • AWS Expert: Analyze AWS resources to ensure adherence to your org policies
  • GitHub Expert: Create a new pull request after provisioning IaC
  • Grafana Expert: Review logs, metrics, traces and filter any false positive incidents
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Tasks

Allows users to automate common workflows based on a trigger type and autonomously kick-off related Skills.

  • 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 events, provide root cause analysis, and remediation solutions
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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
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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
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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
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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
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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)
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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
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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
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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.

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Investigate & Fix

Aiden correlates data, identifies root causes with contextual evidence, and either resolves issues or provides clear action plans.

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Learn & Improve

Knowledge from every incident is captured and used to make future resolutions even faster, continuously improving your operations.
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DevEx 2.0
Reduce developer friction and increase productivity efficiency
After
increase
After
Aiden abstracts away 90% operational hassle
Before
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Before
Manual effort

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

Frequently
Asked Questions

Is my data used for training?

No. Your data is never used to train Aiden or the underlying LLMs. We're SOC 2 Type II certified and support private deployment options for complete data control.

Do I need to connect my repositories and cloud accounts?

No—Aiden works standalone. You can ask DevOps questions without any integrations. However, connecting at least one code repository helps Aiden provide more precise, context-aware insights about your specific infrastructure.

Can Aiden be customized to our processes?

Absolutely. Aiden includes pre-trained skills for common tasks and supports custom skill training to align with your team's unique workflows and policies.

Can I deploy Aiden in my own environment?

Yes. You can deploy Aiden in your own network or cloud, either as Private SaaS or fully self-hosted, with full control over which LLMs to use.

Does Aiden work with StackGen Infrastructure Management platform?

Yes. By default Aiden has integration with StackGen that can be turned on to create infrastructure appStacks. With Aiden's infrastructure management discipline, Aiden will have more StackGen capabilities (paid add-on) to work with.

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Aiden Your AI DevOps Teammate

From Q&A to tasks across various DevOps tools and stages.

Book Custom Demo
Try Aiden Now