In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin explore IBM’s DB2 Genius Hub and how it simplifies database operations, accelerates root cause analysis, and helps modernize enterprise IT environments.

They go beyond database tools to examine the broader transformation AI is driving across infrastructure, development, and analytics workflows, highlighting the need for “observability native” platforms and new approaches to managing autonomous AI agents.

From understanding AI behavior to integrating FinOps practices, this discussion reveals how organizations can modernize without losing operational control and why observability will be at the center of next-generation IT.

#AgentsofDev #AgenticAI #AgenticDevelopment #DB2GeniusHub #AIOps #Observability #EnterpriseIT #IBM #DatabaseManagement #FinOps #AITools #ITTransformation

In this episode of Agents of Dev, hosts Brad Shimmin and Mitch Ashley dismantle the notion that data management is still just about "dumb storage." The conversation kicks off with a look at the major branding shifts sweeping the industry—highlighted by Pure Storage’s evolution into Ever Pure—signaling a market-wide pivot toward AI-integrated ecosystems.

Brad and Mitch tackle the friction between modern AI demands and the weight of legacy systems, offering a counterintuitive take: not every piece of old code needs a rewrite. They explore the rise of "tuning engines" and the shift toward "3D policy," where observability and governance are no longer just checkboxes but the central operating system of the modern enterprise.

From the role of cultural nostalgia in tech to the deepening complexity of vendor partnerships, this episode is a masterclass in navigating the intent-driven future of the data stack.

#AgentsofDev #AIDevelopment #DataStrategy #AIInfrastructure #LegacyModernization #EnterpriseTech #StorageSolutions #DataGovernance

In Episode 11 of Agents of Dev, hosts Mitch Ashley and Brad Shimmin unpack the rapid rise of open-source AI agent frameworks, the acquisition ripple effects across the market, and what it means for IDEs, developer workflows and enterprise control planes.

The discussion covers:

• Why agent interfaces are evolving beyond traditional IDEs
• The importance of memory and context management
• Control planes for agentic systems
• Observability-native software design
• The gravity of data in an AI-driven world
• Open-source forks, innovation cycles and collapse of time-to-value

As agentic systems mature, developers are moving from writing code line-by-line to orchestrating intent, context and automation across entire stacks.

This isn’t just smarter autocomplete. It’s a structural shift in how software gets built.

#AgentsOfDev #AIAgents #IDEs #SoftwareEngineering #OpenSource #DevTools #AI #ControlPlane #FutureOfCode

In Episode 10 of Agents of Dev, hosts Brad Shimmin and Mitch Ashley examine why fear of change is often the biggest barrier to modernization — especially when it comes to mission-critical applications. They explore:

• Why legacy systems still power global enterprises

• The real risk of standing still

• How AI and DevOps are reshaping modernization strategies

• Protecting stability while evolving infrastructure

• Why structured change beats reactive disruption Modernization isn’t reckless transformation.

It’s disciplined evolution. If your organization depends on critical revenue-generating systems, the question isn’t whether to change — it’s how to change intelligently.

00:00 Fear as the Real Risk

03:45 Why Mission-Critical Apps Can’t Stand Still

08:20 The Modernization Misconception

13:10 AI’s Role in Developer Experience

18:40 DevOps and Structured Change

24:30 The Cost of Doing Nothing

30:00 Final Takeaways

#AgentsOfDev #EnterpriseIT #Modernization #Mainframe #DevOps #AI #DigitalTransformation #SoftwareEngineering #TechLeadership

In this episode, Mitch Ashley and Brad Shimmin examine emerging AI tools like Claude Bot and Molt Bot, breaking down what they do, how developers are using them, and why security concerns are quickly becoming impossible to ignore.

The discussion dives into:

• The real-world risks of deploying AI bots without guardrails
• The controversy surrounding Molt Bot’s renaming and scam activity
• How automation is changing software development and data engineering
• Why understanding intent is becoming critical as AI systems gain autonomy
• The evolving role of developers, security teams, and data engineers in an AI-driven workflow

As AI tools become more powerful—and more accessible—this conversation highlights why careful adoption, strong governance, and security awareness are now essential.

👇 Join the conversation and share how your team is evaluating AI automation risks.

#AIBots #AISecurity #ClaudeBot #AIAutomation #SoftwareDevelopment #AIrisks #DataEngineering #EnterpriseAI

In this episode, Mitch Ashley and Brad Shimmin break down what Claude Cowork is, why it matters, and how it lowers the barrier for non-technical professionals to adopt AI coworkers. They explore how agent-based workflows are evolving, what this means for productivity tools, and why usability—not just raw capability—is becoming the differentiator in enterprise AI.

The conversation also looks at the growing role of analytics in AI-driven workflows and why audience feedback is essential as these tools continue to mature. 👇 Join the discussion and share how you’d use an AI coworker in your day-to-day work.

#AI #AICoworkers #ClaudeAI #Anthropic #AIAgents #FutureOfWork #NoCode #AIProductivity #EnterpriseAI

In this episode, Mitch Ashley and Brad Shimmin explore the root causes behind developer frustration, from unstable APIs to the rapid rise of AI-powered development tools. They examine the recent influence of Anthropic on the developer landscape, the importance of user experience in engineering platforms, and the challenge of maintaining creativity in an increasingly automated world.

The discussion emphasizes why thoughtful tooling design, open engagement with developers, and practical AI adoption will shape the future of software engineering.

#AI #DeveloperTools #SoftwareDevelopment #APIs #DevExperience #AICoding #DevOps #TechTrends

Java and Python continue to dominate, but tooling, workflows, and expectations for engineers are evolving just as quickly. In this conversation, Mitch Ashley and Brad Shimmin break down what’s actually changing beneath the hype.

From AI-powered developer tools and spec-driven development to the renewed importance of open-source collaboration, this episode looks at the real challenges and opportunities shaping modern software engineering.

Adaptability, not just language choice, is becoming the defining skill for developers navigating what comes next.

#AI #SoftwareDevelopment #DevOps #Programming #Java #Python #OpenSource #AIDevelopment

Mitch Ashley and Brad Shimmin break down how AI is altering planning, specifications, and project structure, why traditional APIs are struggling, and what happens when agents start managing more of the work. They also dig into how developer roles are shifting and which skills still matter as software engineering enters its next phase.

No hype. Just what’s breaking, what’s working, and what comes next.

#AI #SoftwareDevelopment #AIAgents #SoftwareEngineering #DevTools #Coding #AgenticAI #FutureOfTech #Developers #TechNews

They discuss ongoing challenges with APIs, the need for more structured and predictable interactions, and what these shifts mean for the future of software development.

The conversation also looks ahead at where technology is headed and why adaptability is no longer optional for developers navigating a rapidly changing landscape.

#Developers #SoftwareDevelopment #AIinDev #DevTools #Infrastructure #APIs #PlatformEngineering #FutureOfTech #AgenticAI #TechNews

In this episode, Mitch Ashley and Brad Shimmin break down the competition between vendors, the importance of user familiarity, and the real challenges of managing projects in AI-driven workflows.

They explore why documentation matters more than ever, how the cyclical nature of dev tools impacts teams, and why maintaining state is essential in modern programming.

The conversation also highlights the growing influence of community feedback and how it opens new pathways for innovation in development tools.

#AIDevelopment #DevTools #SoftwareEngineering #AgenticAI #CloudNative #PlatformEngineering #Developers #TechNews #AIProgramming #MitchAshley #BradShimmin

From AWS re:Invent insights to evolving engineering practices, this episode explores innovation, trust in tech, and what’s coming next for developers, teams, and the broader industry.

#SoftwareDevelopment #AIFuture #AgenticAI #AWSreInvent #Developers #TechInnovation #DevOps #EngineeringTrends #Analytics #AgentsOfDev