Only 34% trust synthetic data’s referential integrity — and it’s holding adoption back
While enterprise leaders overwhelmingly believe in the promise of synthetic data, adoption lags. As a result, synthetic data has great, The post Onl…
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Spotify More Than Doubled Monthly Code Changes as AI Accelerated Development
Spotify reports that AI-assisted development more than doubled monthly merged changes, prompting a review of quality and reliability controls across…
Most coding agent benchmarks skip large-scale refactoring. Not this one.
AI coding agents still struggle with large-scale refactoring, with the best model achieving only a 41.2% resolve rate on a The post Most coding agen…
LLM-Generated GraphQL Mocks Arrive at Airbnb and Expedia, While the Spec Lags Behind
Expedia Group has open-sourced mockql-rs, a Rust CLI that fills @mock-annotated GraphQL fields with LLM-generated data at request time. It follows A…
Podcast: Culture & Methods Trends 2026: The Human Side of AI Engineering
This is the Engineering Culture Trends Report for 2026. Featuring a panel of QCon speakers and InfoQ contributors, they discussed AI adoption maturi…
The code review bug hunt is dead. Here’s what developers get wrong.
The software code review process is a systematic, peer-driven quality assurance procedure that scrutinizes code when a developer submits a The post…
AI Tools Accelerates Coding, but Not Overall Software Delivery, GitLab Research Finds
GitLab's 2026 AI Accountability Report highlights an AI Paradox: although 78% of developers say they code faster, overall software delivery has not…
Podcast: Craig McLuckie on Culture as a Team's Operating System in the AI Era
In this podcast, Shane Hastie, Lead Editor for Culture & Methods spoke to Craig McLuckie, co-creator of Kubernetes and CEO of Stacklok, about the im…
“AI is disrupting everything”: Where do entry-level tech jobs go now?
The impact AI is making on the world’s workforce is being felt across every industry, but perhaps nowhere more acutely The post “AI is d…
How to delegate 40% of tickets to AI
AI beats us at coding. But it’s also better and faster at nearly everything else: planning, QA, working with all The post How to delegate 40% of tic…
Anthropic's Code With Claude Announces Managed Agents, Proactive Workflows, Capability Curve
Anthropic hosted "Code with Claude 2026" in San Francisco, featuring livestream sessions focused on Claude Code, the Claude API platform, and other…
Podcast: Context is the Key to the Agentic Architecture Revolution: A Conversation with Baruch Sadogursky
Michael Stiefel spoke to Baruch Sadogursky about software architecture in the age of agentic AI. LLM can function, albeit stochastically, as reasoni…
Presentation: Leadership in AI-Assisted Engineering
Justin Reock discusses the reality of AI’s impact on engineering, moving past anecdotes to hard data from DORA and DX research. He explains the "Gen…
AI won’t speed up software delivery — nothing has
In my formative years, I had a Labrador/Whippet cross called Barclay. We did almost everything together. If I were digging The post AI won’t s…