# Dan Lines

Published articles for Dan Lines.

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## With Agentic Studio, LinearB provides the critical context needed to accelerate software delivery

DevFeed: [With Agentic Studio, LinearB provides the critical context needed to accelerate software delivery](<https://devfeed.tech/articles/with-agentic-studio-linearb-provides-the-critical-context-needed-to-accelerate-software-delivery-112443.md>)

Original publisher: [Read original article](<https://siliconangle.com/2026/11/02/with-agentic-studio-linearb-provides-the-critical-context-needed-to-accelerate-software-delivery/>)

Author: Mike Wheatley

Published: 2026-11-02T14:00:26Z

Content type: news

Language: en

Sources: [SiliconANGLE](<https://devfeed.tech/sources/siliconangle.md>)

Topics: [agentic-coding](<https://devfeed.tech/topics/agentic-coding.md>), [Developer experience](<https://devfeed.tech/topics/developer-experience.md>), [Agentic AI](<https://devfeed.tech/topics/what-is-agentic-ai.md>), [AI-Ready Data](<https://devfeed.tech/topics/ai-ready-data.md>), [engineering-leadership](<https://devfeed.tech/topics/engineering-leadership.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agent-skills](<https://devfeed.tech/tags/agent-skills.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [agentic-studio](<https://devfeed.tech/tags/agentic-studio.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-assisted](<https://devfeed.tech/tags/ai-assisted.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [ai-coding-tools](<https://devfeed.tech/tags/ai-coding-tools.md>), [application-development](<https://devfeed.tech/tags/application-development.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [autonomous](<https://devfeed.tech/tags/autonomous.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [coding-tools](<https://devfeed.tech/tags/coding-tools.md>), [context](<https://devfeed.tech/tags/context.md>), [dan-lines](<https://devfeed.tech/tags/dan-lines.md>), [delivery](<https://devfeed.tech/tags/delivery.md>), [developer-productivity](<https://devfeed.tech/tags/developer-productivity.md>), [development](<https://devfeed.tech/tags/development.md>), [devops](<https://devfeed.tech/tags/devops.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [linearb](<https://devfeed.tech/tags/linearb.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [model-context-protocol](<https://devfeed.tech/tags/model-context-protocol.md>), [news](<https://devfeed.tech/tags/news.md>), [ori-keren](<https://devfeed.tech/tags/ori-keren.md>), [pull-requests](<https://devfeed.tech/tags/pull-requests.md>), [sdlc](<https://devfeed.tech/tags/sdlc.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [the-latest](<https://devfeed.tech/tags/the-latest.md>), [tools](<https://devfeed.tech/tags/tools.md>), [top-story-6](<https://devfeed.tech/tags/top-story-6.md>)

### AI overview

LinearB's Agentic Studio combines information from Git repositories and project tracking tools into a context layer that engineers can query in plain language and coding agents can access through protocols such as MCP. LinearB reports that AI users nearly doubled merged code changes year over year, while AI-assisted pull requests were nearly 2.6 times larger and waited more than five times longer for review; at elite organizations, agent-proposed changes were merged 79% of the time versus 92% for human-authored code. Agentic Studio provides agents with historical details such as rework rates, production incidents and code ownership. Kraken used the MCP integration to identify timezone misalignment as the cause of slow reviews and cut review times by more than half over four months after reorganizing workflows. An early-access "effort skill" adjusts an agent's computational effort to pull request complexity, history and risk. LinearB plans further skills for code review, merge governance and token cost optimization.

### Source excerpt

Application development intelligence startup LinearB Inc. said today it's trying to ease the growing congestion in organization's software delivery pipelines that has arisen with the widespread adoption of artificial intelligence coding tools. It's doing so with Agentic Studio, a new offering announced today that's focused on providing more actionable context for human engineers and autonomous [...] The post With Agentic Studio, LinearB provides the critical context needed to accelerate software delivery appeared first on SiliconANGLE.