LinearB Blog | Insights and Best Practices for Software Engineering Leaders

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...

Product

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...

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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...

Ralph loops make agentic coding reliable with ruthless context resets

HumanLayer founder Dex Horthy shares the origin story of the Ralph loop and breaks down his RPI (Research, Plan, Implement) methodology—a framework designed to...

Slack is transforming work by integrating AI agents into everyday conversations

Slack’s Kurtis Kemple explains how the platform is evolving into an agentic work operating system where human intent meets autonomous ability. He breaks down...

AI-driven code generation is not doubling productivity without SDLC transformation

LinearB CEO Ori Keren reveals why the surge in AI code generation has failed to double productivity, explaining that SDLC bottlenecks—like code reviews and...

Why OpenAI Codex builds the agent first, not the product

OpenAI’s Thibault Sottiaux reveals how the Codex team ruthlessly simplifies agent design by removing manual scaffolding, solving context compaction at the...

DevEx

How Spotify turned internal chaos into an industry standard

Spotify’s Tyson Singer explains how the company evolved from manual spreadsheets to Backstage, the global IDP standard, using Golden Paths to scale autonomy...

Blog