LinearB Blog | Insights and Best Practices for Software Engineering Leaders

Building on DORA: What the 2025 AI Capabilities Model tells us about measuring engineering efficiency

Andrew Zigler breaks down DORA's latest capabilities model and ROI research to redefine engineering efficiency for the AI era. Discover why AI acts as a system...

DevEx

Code generation is faster than ever, but shipping value isn't

Your team writes more code than ever, but less reaches production. AI moved the bottleneck to code review. Here's how to measure it and unblock your pipeline.

Google is rebuilding Android development for humans and agents

Google VP Matthew McCullough reveals how Android 17 is rebuilding mobile development for a dual-mode future of humans and autonomous agents. Learn how composabl...

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Harness engineering separates working data agents from AI hype

Theory Venture’s Bryan Bischof reveals why harness engineering, not prompt optimization, determines if data agents succeed and learn how to design systems for...

Inference engineering delivers production-grade AI at scale

Baseten’s Philip Kiely outlines why Inference Engineering has emerged as a critical production discipline. Discover how to optimize the AI stack—from GPU specs...

Intrinsic is making software-defined robotics production-ready

Intrinsic CTO Brian Gerkey reveals how Google is turning industrial robots into software-defined resources. Discover how the shift from rigid automation to...

State-of-the-art coding agents no longer require industrial-scale resources

Ai2’s Tim Dettmers reveals how the SERA model matched frontier performance with minimal resources, proving that small teams can out-specialize tech giants by...

Guardian agents keep AI workforces aligned in production

Wayfound AI CEO Tatyana Mamut reveals why Guardian Agents are the essential supervisory layer for the agentic workforce. Discover how to safely govern a team...

Secure cloud workspaces make AI coding agents enterprise-ready

Ona’s Matt Boyle reveals how secure cloud workspaces are the missing link for enterprise AI, detailing how Project Veto’s kernel-level controls prevent agents...

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