LinearB Blog | Insights and Best Practices for Software Engineering Leaders

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...

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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...

So you built a developer productivity dashboard with AI. Now what?

AI makes it easy to build a developer productivity dashboard in a weekend. Here's what breaks in month two—and what to consider before you commit.

AI turns software supply chain security into a continuous engineering discipline

Chainguard CEO Dan Lorenc reveals how AI is turning software supply chain security into a continuous engineering discipline, moving from restrictive guardrails...

How Meta built the agentic infrastructure that drives 50% of its code changes

Guild.ai CEO James Everingham reveals how Meta scaled AI productivity with source control-native agents and an AI control plane—boosting developer experience...

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