More Podcasts by InfoQ episodes
Published 9 Mar 2026
Duration: 00:38:25
Scaling technology initiatives from MVP to production requires a shift from project-based approaches to sustainable growth, overcoming legacy systems, AI integration, and cultural barriers.
In this episode, Thomas Betts and Sam McAfee discuss how AI hype is reshaping organizational behavior, why many companies struggle with experimentatio...
The podcast explores the challenges of scaling technology initiatives from minimum viable products (MVPs) to full production, highlighting the shift required from short-term project-based approaches to long-term sustainable growth. Key obstacles include legacy systems that hinder progress, the difficulty of integrating AI into products without robust infrastructure or validated customer needs, and the cultural and structural barriers within large organizations that stifle innovation. These barriers are compounded by misaligned investment priorities, where early-stage experimentation is often overshadowed by a focus on immediate results, and the lack of "startup thinking" that emphasizes iterative development and continuous customer feedback.
The discussion underscores the importance of fostering psychological safety, mindful leadership, and an experimental mindset to navigate uncertainty and drive innovation. It also addresses the complexities of AI's impact on software development, emphasizing the need for new tools, enhanced security frameworks, and a balance between automation and human oversight. The podcast draws parallels to past technological trends, cautioning against superficial AI implementations that fail to align with real customer needs. Instead, it advocates for a deliberate, customer-centric approach to AI adoption, ensuring that technological advancements are grounded in practical use cases rather than hype.
11 May 2026 From Java EE to Quarkus and LLMs: Adam Biens Playbook for Boring, FutureProof Systems
A veteran Java developer highlights preferences for minimal dependencies, critiques enterprise Java's complexity, advocates for Quarkus' lightweight design over Spring, emphasizes Java EE standards, legacy BCE patterns, and Java's stability in AI/LLM integration and cloud challenges.
4 May 2026 Roq: Leveraging Quarkus to Build Static Sites at the Speed of Go
Java's resurgence is fueled by performance gains, modern frameworks like Quarkus, and native compilation, exemplified by Rooka lightweight static site generator leveraging Quarkus for dynamic rendering, Markdown content, and streamlined workflows, with future AI integration and open-source advancements.
27 Apr 2026 A Java Performance Quest: Taming Unsafe Code, Embracing Idiomatic Style & Debugging the Linux Kernel
Challenges in deploying AI from proof-of-concept to production highlight engineering gaps, with QuestDB's three-tier storage (real-time, query, archival) and Java/C++/Rust optimizations enabling scalable time-series data handling, though facing Java warmup, code generation, and hardware integration hurdles.
20 Apr 2026 Engineering Stable, Secure and Scalable Platforms: A Conversation with Matthew Liste
Systems engineering and software development's evolution emphasizes hands-on learning, mentorship, and intuitive experience, while addressing AI's impact on apprenticeships, balancing abstraction with deep system understanding, managing risks in high-stakes sectors, navigating innovation-stability trade-offs, scaling complex systems, evolving engineer roles, customer feedback loops, fostering continuous learning and collaboration, and prioritizing craftsmanship, systemic thinking, and the synergy between technical precision and practicality.
13 Apr 2026 How SBOMs and Engineering Discipline Can Help You Avoid Trivys Compromise
Strengthening mobile app security beyond minimal standards, leveraging Software Bill of Materials (SBOM) to address supply chain risks under legislative mandates like U.S. Executive Orders and the EU's Cyber Resilience Act, and utilizing tools such as Cyclone DX and SPDX for dependency tracking, compliance, and mitigating supply chain attacks through improved tooling and practices like OIDC authentication.