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Vibranium Labs

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Vibe AI streamlines incident resolution, saving engineers time and reducing downtime.

Contact for Pricing
Paid |
$$$
Agents DevOps AI Detection

Overview

Actual AI is an engineering management platform designed for agentic and AI-powered software development teams. It provides guardrails, context engineering, and automated coordination and reporting to help managers scale oversight and reduce manual management overhead.

Key Features:

  • Guardrails for AI agents and architectural decision enforcement.
  • Codebase context engineering, including ADR suggestions and context file insertions.
  • Automated architectural review.
  • Automated triage, sprint summaries, meeting agendas, and progress reporting.
  • Routing code reviews to appropriate experts and coordinating agents.
  • Deployment options: SOC2 Type II compliant SaaS or VPC deployments on AWS, GCP, Azure.

Use Cases:

  • VPs of engineering and engineering managers seeking visibility and velocity measurement.
  • Teams utilizing AI agents or AI-assisted developers requiring consistent architecture and governance.
  • Organizations needing automated triage, sprint reporting, and code review routing to scale oversight.

Benefits:

  • Reduced management overhead and reclaimed manager hours.
  • More consistent architectural decisions and improved codebase health.
  • Scalable oversight, enabling orchestration of many agents and developers.
  • Faster delivery and increased velocity through context enforcement and guardrails.

Capabilities

  • Continuously ingests and monitors alerts, logs, tickets, and chats across a customer's stack
  • Automatically triages incidents and assigns priority based on multi-source context
  • Synthesizes logs, tickets, and chat into concise natural-language incident summaries
  • Generates root-cause hypotheses and suggests contextual remediation steps
  • Drafts incident tickets and coordinates ticket lifecycle via integrated tools
  • Sends notifications and coordinates responders across Slack and PagerDuty
  • Searches and surfaces similar past incidents and relevant historical context
  • Summarizes Slack/Teams threads and extracts actionable items for incidents
  • Exposes RESTful API endpoints for programmatic queries (POST /api/chat)
  • Uses token-based auth and supports Auth0 for org/admin onboarding
  • Integrates with Jira to create or populate incident tickets
  • Integrates with Datadog to ingest alerts and correlate log/metric context
  • Offered as a SaaS/API agent and available via AWS Marketplace
  • Returns JSON-formatted API responses containing human-readable summaries and agentId

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