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Holly Cummins discusses why "nothing is new under the sun" in tech. She maps historical architectural tradeoffs to modern cloud, microservices, and AI hype cycles. She connects financial debt (post-ZIRP) and technical debt to epistemic and sleep debt, showing engineering leaders how to navigate shifts in assumptions, embrace sustainability, and revive proven engineering disciplines.
As AI commoditizes code output, system comprehension silently decays, creating cognitive debt that threatens safe architectural evolution. This article explores why human understanding must be treated as an essential architectural characteristic, offering actionable strategies, socio-technical metrics, and design checkpoints to preserve intent across modern engineering teams.
Kennedy Torkura discusses practical GenAI red teaming techniques to safeguard LLMs and knowledge bases against security threats like data poisoning and LLMjacking on AWS. He explains how engineering leaders and architects can bridge traditional cloud security with MITRE ATLAS frameworks to proactively identify vulnerabilities, implement guardrails, and secure production AI applications.
This report summarizes how the InfoQ Culture and Methods editorial team sees the ongoing and emergent trends in the culture and methods space in 2026.
Max Korbacher explains why successful internal development platforms cannot be built on tech alone. He discusses the pitfalls of infrastructure-first thinking, the importance of a clear product mindset, and how to measure real value using DevEx and SPACE metrics. Learn how to align your team, manage tech debt, and foster a thriving community to ensure lasting platform adoption.
AI Security & Privacy Engineering Certification
Secure and govern production AI systems, from sensitive data to guardrails, evals, and audits.Online. Register now.
Architect Certification
Distributed systems, decentralized decisions, platform engineering, and AI architecture. Online. Register Now.
Engineering Leadership Certification
Work through leadership decisions with senior peers facing similar technical trade-offs. Online. Register Now.
QCon San Francisco
What's working across AI, architecture, and leadership, from the teams doing it. Register. Early bird ends August 11.
QCon AI New York
Production AI across agents, context, evals, security, and infrastructure, from the senior engineers building it.Registration open.
QCon London
What early-adopter teams have proven in production, across 15 engineering tracks. Register. Early bird ends August 11.
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