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The Autoptic
Change Resilience Blog


Autoptic Expands Systems Change Resilience Catalog to 250 Reusable Components for Preventative AI SRE
Customer-driven Catalog now includes 21 Data Sources, 110 Tools, 94 Skills, and 25 Agents, giving engineering teams an expanded foundation for building and operating change-resilient software systems AUSTIN, Texas. August 19, 2026. Autoptic Inc., an innovator in AI DevOps focused on Systems Change Resilience, today announced a significant expansion of its extensible foundation for rapid pathways to customer value: the Catalog. The Autoptic Catalog now includes 21 Data Source
5 days ago5 min read


Autoptic Adds Industry Veteran Ernest Mueller to Lead Services and Partnerships
DevOps thought leader and executive brings 30 years of engineering, observability, SRE, and managed services experience to Autoptic ecosystem of offerings and alliances AUSTIN, Texas — July 15, 2026. Autoptic Inc., an innovator in AI DevOps focused on Change Resilience, today announced that Ernest Mueller has joined the company as Vice President, Customer Engineering Services. In this role, Mueller will architect, design, build, and manage the Autoptic Services function. He w
Jul 153 min read


12 Types of Internal and External System Changes and Why They Are Important for an AI DevOps Change Resilience Strategy
For years, software incidents were often explained through the language of root cause analysis. Something broke. A team investigated. A cause was identified. A corrective action was assigned. The model was comforting because it implied that production failures were linear: one broken thing, one identifiable cause, one fix. But CTOs of large engineering organizations know that this framing is increasingly incomplete. Modern incidents in an AI-fueled world rarely emerge from a
Jul 66 min read


Beyond Uptime: 8 Attributes of Software Systems Resilience
Modern software systems are no longer rigid applications updated a few times per year. They are living ecosystems composed of cloud infrastructure, distributed services, third-party integrations, AI-powered workflows, and continuously evolving codebases. As systems become more complex, resilience becomes one of the most important responsibilities of technology leadership. For CTOs, resilience is not simply about preventing outages. It is about enabling software systems to con
Jun 191 min read


Autoptic Expands Services to Help Engineering Organizations Accelerate AI DevOps Change Resilience
New offerings and partner ecosystem equip modern software teams to better operationalize AI DevOps transformation, improve production resilience, and contain observability costs. Austin, Texas, USA. June 4, 2026. Autoptic today announced the expansion of its Strategy, Professional, and Managed Services offerings, extending the company’s mission to empower modern software engineering teams to better detect, diagnose, and address latent production problems before they escalate
Jun 44 min read


What is DevOps Change Resilience?
At Autoptic we're often asked, "what is DevOps Change Resilience?" We offer that it is a methodology that complements Observability practices. When operationalized, it: Creates contextual awareness across different signals and patterns using AI inference, deterministic algorithms, and broad datasets. Helps engineering leaders better understand volatility patterns and risk. Equips software teams to operate more adaptive, flexible, and performant systems. With the methodology,
May 201 min read


Autoptic Unveils Three Breakthrough AI Capabilities to Extend DevOps Change Resilience
New platform features empower engineering teams to better detect, understand, and act on AI-driven production changes before they become customer-impacting incidents. Austin, Texas, USA. May 5, 2026. At DevOpsDays Austin 2026, Autoptic today announced three new artificial intelligence (AI) capabilities in its DevOps Change Resilience Platform, advancing the company’s mission to help modern software teams better detect and address lurking, latent production problems before the
May 55 min read


Autoptic Sponsors DevOpsDays Austin 2026
Autoptic is is honored to be a Startup Sponsor for DevOpsDays Austin, May 5-6, 2026. Co-Founders Peco Karayanev and Steve Semelsberger will be there to support the Austin DevOps community and showcase Autoptic solutions. Say hi if you are coming! And if you aren't already signed up, please register and join us. The agenda, topics, attendees, and other sponsors are compelling. https://devopsdays.org/events/2026-austin/welcome/
Apr 291 min read
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