DZone Trend Talk: Cloud-Native Foundations
Recording and research courtesy of DZone.
DZone’s Trend Talk on its 2026 Cloud-Native Foundations research asks how teams run multicluster Kubernetes as one coherent system, test changes across distributed applications and keep up as AI agents write more of the code. Three practitioners answer from different points in the delivery pipeline.
Panelists
- Arjun Iyer, co-founder and CEO, Signadot
- Raghava Dittakavi, manager of release engineering and DevOps, TraceLink
- Shamsher Khan, senior specialist engineer, GlobalLogic
What the panel covers
- Why drift between clusters makes a passing test a weak signal
- Why unit tests can’t show that a distributed system still works, and what system-level integration testing takes
- Where developer time goes when a change fails late on a shared staging environment
- What it costs to give every pull request its own ephemeral environment
- Why verification, not code generation, is now the bottleneck for AI-generated code
- Where humans stay in the loop as agents take on more of the work
For the key takeaways and pull quotes from each panelist, read Verification Is the New Bottleneck: Takeaways From DZone’s Cloud-Native Foundations Trend Talk.
