# LinearB Blog | Insights and Best Practices for Software Engineering Leaders

> Explore LinearB's blog for insights on optimizing developer productivity, enhancing DevEx, improving workflows, and getting product updates. Read more today!

_This is a markdown rendering of a live HTML page on linearb.io, generated for AI/LLM consumption — it is not a markdown-only site. To get the full HTML page instead, request this URL with an explicit `Accept: text/html` header (no wildcard, no markdown preference)._

[All topics](https://linearb.io/blog/p/3#post-section-1)
[Eng. Metrics](https://linearb.io/blog/p/1?category=eng-metrics)
[Product](https://linearb.io/blog/p/1?category=product)
[Workflow](https://linearb.io/blog/p/1?category=workflow)
[DevEx](https://linearb.io/blog/p/1?category=dev-ex)
[Leadership](https://linearb.io/blog/p/1?category=leadership)
[AI](https://linearb.io/blog/p/1?category=ai)

# Blog

[![Cover image for Guardian agents keep AI workforces aligned in production](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Guardian_agents_2400x1256_4f6ea79e29?_a=BAVMn6ID0)](https://linearb.io/blog/tatyana-mamut-wayfound-guardian-agents-ai-supervision)

AI

[Guardian agents keep AI workforces aligned in production](https://linearb.io/blog/tatyana-mamut-wayfound-guardian-agents-ai-supervision)

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...

[![Cover image for Secure cloud workspaces make AI coding agents enterprise-ready](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Secure_cloud_workspaces_2400x1256_b9665a5ebd?_a=BAVMn6ID0)](https://linearb.io/blog/matt-boyle-ona-secure-workspaces-project-veto-ai-agents)

AI

[Secure cloud workspaces make AI coding agents enterprise-ready](https://linearb.io/blog/matt-boyle-ona-secure-workspaces-project-veto-ai-agents)

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...

[![Cover image for So you built a developer productivity dashboard with AI. Now what?](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Build_VS_Buy_2400x1256_f143b669d7?_a=BAVMn6ID0)](https://linearb.io/blog/built-developer-productivity-dashboard-with-ai)

AI

[So you built a developer productivity dashboard with AI. Now what?](https://linearb.io/blog/built-developer-productivity-dashboard-with-ai)

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.

## Join our community of data-driven dev leaders

LinearB may send you email occasionally about how you can optimize productivity. We will not share your information with anyone. Ever.

[![Cover image for AI turns software supply chain security into a continuous engineering discipline](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Software_supply_chain_security_2400x1256_4537b892c4?_a=BAVMn6ID0)](https://linearb.io/blog/dan-lorenc-chainguard-ai-supply-chain-security-guide-rails)

AI

[AI turns software supply chain security into a continuous engineering discipline](https://linearb.io/blog/dan-lorenc-chainguard-ai-supply-chain-security-guide-rails)

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

[![Cover image for How Meta built the agentic infrastructure that drives 50% of its code changes](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Meta_built_agentic_infrastructure_2400x1256_1_2b2cab0440?_a=BAVMn6ID0)](https://linearb.io/blog/meta-ai-control-plane-james-everingham-guildai)

AI

[How Meta built the agentic infrastructure that drives 50% of its code changes](https://linearb.io/blog/meta-ai-control-plane-james-everingham-guildai)

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

[![Cover image for Introducing AI Analytics: Measure AI impact on software delivery](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Hero_AI_Insights_and_Analytics_a4c6cc83e8?_a=BAVMn6ID0)](https://linearb.io/blog/ai-analytics-measure-ai-impact)

Product

[Introducing AI Analytics: Measure AI impact on software delivery](https://linearb.io/blog/ai-analytics-measure-ai-impact)

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

## Most popular

[Developer Experience Quantified: The Impact on Productivity](https://linearb.io/blog/developer-experience-quantified)

[](https://linearb.io/blog/developer-experience-quantified)

[What is Developer Productivity and How to Measure It](https://linearb.io/blog/developer-productivity)

[](https://linearb.io/blog/developer-productivity)

[What are DORA Metrics and How to Unlock Elite Engineering Performance](https://linearb.io/blog/dora-metrics)

[](https://linearb.io/blog/dora-metrics)

[![Cover image for How a 30-day roadmap pause turned 700 engineers into an AI delivery engine](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Pausing_the_roadmap_2400x1256_8ed6bc256a?_a=BAVMn6ID0)](https://linearb.io/blog/monday-com-30-day-ai-sprint-framework-sergei-liakhovetsky)

AI

[How a 30-day roadmap pause turned 700 engineers into an AI delivery engine](https://linearb.io/blog/monday-com-30-day-ai-sprint-framework-sergei-liakhovetsky)

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

[![Cover image for Breaking the keyboard bottleneck: why voice is the future of AI development](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Voice_removes_keyboard_bottleneck_2400x1256_d22102b43c?_a=BAVMn6ID0)](https://linearb.io/blog/wispr-sahaj-garg-keyboard-bottleneck-voice-ai)

AI

[Breaking the keyboard bottleneck: why voice is the future of AI development](https://linearb.io/blog/wispr-sahaj-garg-keyboard-bottleneck-voice-ai)

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...

[![Cover image for Ralph loops make agentic coding reliable with ruthless context resets](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Ralph_loops_make_agentic_coding_reliable_2400x1256_7d716d6386?_a=BAVMn6ID0)](https://linearb.io/blog/dex-horthy-humanlayer-rpi-methodology-ralph-loop)

[Ralph loops make agentic coding reliable with ruthless context resets](https://linearb.io/blog/dex-horthy-humanlayer-rpi-methodology-ralph-loop)

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...

[](https://linearb.io/blog/p/2)
[1](https://linearb.io/blog/p/1)
[2](https://linearb.io/blog/p/2)

3

[4](https://linearb.io/blog/p/4)
[5](https://linearb.io/blog/p/5)...[49](https://linearb.io/blog/p/49)
[](https://linearb.io/blog/p/4)

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## More on linearb.io

### Top navigation

- [Book a Demo](https://linearb.io/book-a-demo)
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