LinearB Blog | Insights and Best Practices for Software Engineering Leaders

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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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...

Introducing AI Analytics: Measure AI impact on software delivery

Track AI adoption across 50+ tools and measure downstream impact on delivery, throughput, and code quality. Connect AI activity to commits, PRs, and real...

How a 30-day roadmap pause turned 700 engineers into an AI delivery engine

monday.com’s Sergei Liakhovetsky reveals the framework behind their 30-day "AI Sprint," explaining how a cell-based architecture and zero-bureaucracy policy...

Breaking the keyboard bottleneck: why voice is the future of AI development

Wispr CTO Sahaj Garg explains why the keyboard is the ultimate bottleneck in the age of vibe coding, detailing how context-aware dictation achieves a zero-edit...

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