Agents of Dev - AI, Agent & Agentic Development

Is AI heading toward a dystopian sci-fi nightmare, or are we just watching market hype mask the real architectural shifts happening in software engineering?

In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin move past the polarities of AI doomerism vs. pure hype to tackle the pragmatic reality of agentic workflows.

They analyze Cloudera’s enterprise sovereignty partnership with Mistral, examine Atlassian’s push into agentic SDLC management, and take a deep dive into the world of developer harnesses—comparing setups like Pi, Aider, and Maki. Along the way, they unpack context tokenomics, cash ownership, and why managing LLM memory often feels like living out the movie Memento.

This and more on Agents of Dev, part of The Futurum Podcast Network.

Email your questions and topics to the podcast here. 

Are enterprise AI budgets running out of control while agentic models pretend to finish tasks they haven't actually completed?

In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin tackle the biggest developments across cloud infrastructure, AI behavior engineering, and enterprise data strategy.

They start with AWS’s acquisition of Duck Labs and what embedding DuckDB directly into storage tiers means for the open-source ecosystem. Next, they unpack the issue of AI "phantom completeness" and how new tools like the Unlazy extension enforce behavioral discipline on agents.

The pair also analyze Brad’s newly published Data Intelligence Platforms Signal report, break down Bill Gates’ 6,000-word call for AI guardrails and job protections, and discuss the "fund AI anyway" spending habits shaping IT budgets in 2026.

This and more on Agents of Dev, part of The Futurum Podcast Network.

Unvetted AI code generation in your software pipeline is like handing a construction apprentice the keys to a wrecking crane—it might get the job done, but it could just as easily knock down the entire building.

In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin sit down with open source pioneer Tracy Ragan (CEO of DeployHub and Ortilius community leader) to dissect the state of the modern software supply chain.

Tracy breaks down why hardcoded scripts continue to paralyze DevOps evolution, how global vulnerability collection laws are reshaping cybersecurity risk, and why "reachability" matters more than static SBOM scans.

Together, the team explores the inevitable shift from bloated frontier models to lean, domain-specific small language models, proving why human collaboration still forms the ultimate zero-trust defense.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.

Are constantly shifting AI models and phantom fixes driving you to throw away hours of work?

In this episode of Agents of Dev, Mitch Ashley and Brad Shimmin dive into the real-world frustrations of developer toolchain chaos, model instability, and aggressive pricing shifts in the race for AI dominance. Brad highlights Oracle’s new APEX AI Application Generator and APEX Lang framework, while Mitch breaks down Dynatrace’s acquisition of Arise and why observability must anchor itself at the intent stage.

Together, they demystify what actually defines a developer sandbox, test-drive Unsloth’s new agentic desktop harness, and examine Atlassian’s Code Context updates—offering a much-needed dose of tech therapy for software builders navigating today's rapid model churn.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.

Email your questions and topics to the podcast here. 

As AI moves deeper into software development, keeping up with rapid updates can feel like chasing a moving target.

In this episode of Agents of Dev, hosts Mitch Ashley and Brad Shimmin break down the biggest shifts transforming the developer ecosystem. Brad explores AWS's new native vector support for DynamoDB and explains why placing vectors inside operational databases slashes latency and infrastructure costs.

Mitch shares top takeaways from Black Hat, focusing on "Shift Zero"—the practice of governing developer intent at the point of origin rather than catching errors downstream. Finally, the duo discusses prompt fatigue, non-deterministic pipelines, and how tools like Tencent's DB Agent Memory might help systems clean up their own technical debt.

This and more on Agents of Dev, part of The Futurum Group Podcast Network.