Trunk
@trunkio.bsky.social
CI reliability platform that actually fixes flaky tests and merge queue bottlenecks. Keeping CI Green at Zillow, Brex, Google[x], Faire and more.
Learn more and get started → https://docs.trunk.io/
Learn more and get started → https://docs.trunk.io/
Lessley Dennington and Ambily Kavumkal Kamalasanan from @github.com showcased building AI-enhanced GitHub Actions workflows.
Even the smartest workflows fail, and when they do, someone still has to dig through logs and context-switch from feature work.
#KeepCIGreen #GitHubUniverse #GitHubActions
Even the smartest workflows fail, and when they do, someone still has to dig through logs and context-switch from feature work.
#KeepCIGreen #GitHubUniverse #GitHubActions
October 29, 2025 at 8:53 PM
Lessley Dennington and Ambily Kavumkal Kamalasanan from @github.com showcased building AI-enhanced GitHub Actions workflows.
Even the smartest workflows fail, and when they do, someone still has to dig through logs and context-switch from feature work.
#KeepCIGreen #GitHubUniverse #GitHubActions
Even the smartest workflows fail, and when they do, someone still has to dig through logs and context-switch from feature work.
#KeepCIGreen #GitHubUniverse #GitHubActions
Thanks for the great session by Mayank Bhola from LambdaTest presenting on AI-driven testing with KaneAI at @GitHubUniverse!
As test suites scale with AI assistance, detecting and quarantining flaky tests early becomes critical to keeping velocity gains intact.
#KeepCIGreen #GitHubUniverse
As test suites scale with AI assistance, detecting and quarantining flaky tests early becomes critical to keeping velocity gains intact.
#KeepCIGreen #GitHubUniverse
October 28, 2025 at 10:19 PM
Thanks for the great session by Mayank Bhola from LambdaTest presenting on AI-driven testing with KaneAI at @GitHubUniverse!
As test suites scale with AI assistance, detecting and quarantining flaky tests early becomes critical to keeping velocity gains intact.
#KeepCIGreen #GitHubUniverse
As test suites scale with AI assistance, detecting and quarantining flaky tests early becomes critical to keeping velocity gains intact.
#KeepCIGreen #GitHubUniverse
We're proud sponsors of BazelCon 2025! 🎉
Atlanta on Nov 10-11 - we can't wait to connect with the Bazel community that's pushing the boundaries of build systems at scale.
Whether you're a maintainer, contributor, or just love geeking out about build performance, we want to hear your war stories
Atlanta on Nov 10-11 - we can't wait to connect with the Bazel community that's pushing the boundaries of build systems at scale.
Whether you're a maintainer, contributor, or just love geeking out about build performance, we want to hear your war stories
October 24, 2025 at 9:23 PM
We're proud sponsors of BazelCon 2025! 🎉
Atlanta on Nov 10-11 - we can't wait to connect with the Bazel community that's pushing the boundaries of build systems at scale.
Whether you're a maintainer, contributor, or just love geeking out about build performance, we want to hear your war stories
Atlanta on Nov 10-11 - we can't wait to connect with the Bazel community that's pushing the boundaries of build systems at scale.
Whether you're a maintainer, contributor, or just love geeking out about build performance, we want to hear your war stories
The Trunk team is heading to GitHub Universe next week!
Looking forward to two days of developer conversations, learning about what's new in the ecosystem, and geeking out over all things dev tools and workflows.If you're heading to Fort Mason, let's meet up!
Drop us a note or come say hi!
Looking forward to two days of developer conversations, learning about what's new in the ecosystem, and geeking out over all things dev tools and workflows.If you're heading to Fort Mason, let's meet up!
Drop us a note or come say hi!
x.com
October 23, 2025 at 7:39 PM
The Trunk team is heading to GitHub Universe next week!
Looking forward to two days of developer conversations, learning about what's new in the ecosystem, and geeking out over all things dev tools and workflows.If you're heading to Fort Mason, let's meet up!
Drop us a note or come say hi!
Looking forward to two days of developer conversations, learning about what's new in the ecosystem, and geeking out over all things dev tools and workflows.If you're heading to Fort Mason, let's meet up!
Drop us a note or come say hi!
🎉 Trunk Flaky Tests is now out of beta after months of user testing and feedback!
No more random CI failures blocking your PRs. No more "just rerun it and pray it works" moments.
Watch how it works youtu.be/ORE30UUvOJk
No more random CI failures blocking your PRs. No more "just rerun it and pray it works" moments.
Watch how it works youtu.be/ORE30UUvOJk
October 2, 2025 at 3:45 PM
🎉 Trunk Flaky Tests is now out of beta after months of user testing and feedback!
No more random CI failures blocking your PRs. No more "just rerun it and pray it works" moments.
Watch how it works youtu.be/ORE30UUvOJk
No more random CI failures blocking your PRs. No more "just rerun it and pray it works" moments.
Watch how it works youtu.be/ORE30UUvOJk
💸 Your CI bill is growing faster than your team, and it's not sustainable.
Here's why most merge queues are expensive... and how to fix it:
🧵👇
Here's why most merge queues are expensive... and how to fix it:
🧵👇
September 17, 2025 at 10:26 PM
💸 Your CI bill is growing faster than your team, and it's not sustainable.
Here's why most merge queues are expensive... and how to fix it:
🧵👇
Here's why most merge queues are expensive... and how to fix it:
🧵👇
Your monorepo is supposed to make development faster.
Instead, it's become a coordination nightmare.
Here's how to fix it: 🧵👇
Instead, it's become a coordination nightmare.
Here's how to fix it: 🧵👇
September 16, 2025 at 5:43 PM
Your monorepo is supposed to make development faster.
Instead, it's become a coordination nightmare.
Here's how to fix it: 🧵👇
Instead, it's become a coordination nightmare.
Here's how to fix it: 🧵👇
🧵 Your CI is lying to you, and it's breaking production.
Here's the timeline that destroys main branches everywhere: 👇
1/6
Here's the timeline that destroys main branches everywhere: 👇
1/6
September 11, 2025 at 10:26 PM
🧵 Your CI is lying to you, and it's breaking production.
Here's the timeline that destroys main branches everywhere: 👇
1/6
Here's the timeline that destroys main branches everywhere: 👇
1/6
🆙 Auto-Quarantining has been updated to target 'flaky' tests specifically.
This ensures tests exhibiting inconsistent behavior (flakiness) are automatically quarantined, while genuinely broken tests require manual intervention or different handling.
Learn more at trunk.io/changelog/fl...
This ensures tests exhibiting inconsistent behavior (flakiness) are automatically quarantined, while genuinely broken tests require manual intervention or different handling.
Learn more at trunk.io/changelog/fl...
September 11, 2025 at 5:43 PM
🆙 Auto-Quarantining has been updated to target 'flaky' tests specifically.
This ensures tests exhibiting inconsistent behavior (flakiness) are automatically quarantined, while genuinely broken tests require manual intervention or different handling.
Learn more at trunk.io/changelog/fl...
This ensures tests exhibiting inconsistent behavior (flakiness) are automatically quarantined, while genuinely broken tests require manual intervention or different handling.
Learn more at trunk.io/changelog/fl...
I built a working calendar-to-meal-plan API in 15 minutes using @vscode.dev + Copilot. Cursor gave me the same result… for twice the price?
Full write-up, screenshots, and code examples here:
trunk.io/blog/in-defe...
Full write-up, screenshots, and code examples here:
trunk.io/blog/in-defe...
Trunk | In Defense of VSCode: Why Are We Paying for Cursor?
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
August 1, 2025 at 6:09 PM
I built a working calendar-to-meal-plan API in 15 minutes using @vscode.dev + Copilot. Cursor gave me the same result… for twice the price?
Full write-up, screenshots, and code examples here:
trunk.io/blog/in-defe...
Full write-up, screenshots, and code examples here:
trunk.io/blog/in-defe...
If your team built the product, you shouldn’t lose momentum fighting (or avoiding) CI.
Trunk’s AI DevOps Agent helps by:
• Auto-retrying flakes
• Explaining failures
• Tracking creeping slowdowns
Let AI handle the boring stuff.
trunk.io/blog/enginee...
#DevOps #EngineeringTools #CI #AI
Trunk’s AI DevOps Agent helps by:
• Auto-retrying flakes
• Explaining failures
• Tracking creeping slowdowns
Let AI handle the boring stuff.
trunk.io/blog/enginee...
#DevOps #EngineeringTools #CI #AI
Trunk | Engineers Shouldn’t Babysit Pipelines. AI Agents Should.
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
July 29, 2025 at 9:25 PM
If your team built the product, you shouldn’t lose momentum fighting (or avoiding) CI.
Trunk’s AI DevOps Agent helps by:
• Auto-retrying flakes
• Explaining failures
• Tracking creeping slowdowns
Let AI handle the boring stuff.
trunk.io/blog/enginee...
#DevOps #EngineeringTools #CI #AI
Trunk’s AI DevOps Agent helps by:
• Auto-retrying flakes
• Explaining failures
• Tracking creeping slowdowns
Let AI handle the boring stuff.
trunk.io/blog/enginee...
#DevOps #EngineeringTools #CI #AI
Is AI ready to be your only debugger?
Tools like Trunk’s AI DevOps Agent do the heavy lifting:
• CI flake handling
• Test prep + triage
• PR context summaries
The goal isn’t replacing engineers. It’s protecting their time.
Full post → trunk.io/blog/don-t-l...
#DevTools #DevOps #DeveloperFlow
Tools like Trunk’s AI DevOps Agent do the heavy lifting:
• CI flake handling
• Test prep + triage
• PR context summaries
The goal isn’t replacing engineers. It’s protecting their time.
Full post → trunk.io/blog/don-t-l...
#DevTools #DevOps #DeveloperFlow
Trunk | Don’t Let AI Debug Your Code Alone, Yet
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
July 25, 2025 at 5:43 PM
Is AI ready to be your only debugger?
Tools like Trunk’s AI DevOps Agent do the heavy lifting:
• CI flake handling
• Test prep + triage
• PR context summaries
The goal isn’t replacing engineers. It’s protecting their time.
Full post → trunk.io/blog/don-t-l...
#DevTools #DevOps #DeveloperFlow
Tools like Trunk’s AI DevOps Agent do the heavy lifting:
• CI flake handling
• Test prep + triage
• PR context summaries
The goal isn’t replacing engineers. It’s protecting their time.
Full post → trunk.io/blog/don-t-l...
#DevTools #DevOps #DeveloperFlow
Most teams don’t have a dedicated SRE. That’s where AI DevOps Agents come in.
Trunk’s agent handles:
• Restarting flaky builds
• Explaining deploy failures
• Routing updates to Slack, GitHub, Linear
Let developers build.
trunk.io/blog/devops-...
#DevTools #DevOps #AI #DeveloperExperience
Trunk’s agent handles:
• Restarting flaky builds
• Explaining deploy failures
• Routing updates to Slack, GitHub, Linear
Let developers build.
trunk.io/blog/devops-...
#DevTools #DevOps #AI #DeveloperExperience
Trunk | DevOps Without the Drain: How AI Frees Developers from Repetitive Ops Work
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
July 21, 2025 at 8:13 PM
Most teams don’t have a dedicated SRE. That’s where AI DevOps Agents come in.
Trunk’s agent handles:
• Restarting flaky builds
• Explaining deploy failures
• Routing updates to Slack, GitHub, Linear
Let developers build.
trunk.io/blog/devops-...
#DevTools #DevOps #AI #DeveloperExperience
Trunk’s agent handles:
• Restarting flaky builds
• Explaining deploy failures
• Routing updates to Slack, GitHub, Linear
Let developers build.
trunk.io/blog/devops-...
#DevTools #DevOps #AI #DeveloperExperience
We're rebuilding our frontend monorepo to be "boring" 🥱 so developers can make better use of AI codegen assistants like Cursor and Claude Code
Trunk co-founder Eli shares the details on why we're going all-in on boring
trunk.io/blog/the-joy...
Trunk co-founder Eli shares the details on why we're going all-in on boring
trunk.io/blog/the-joy...
Trunk | The joy of a boring codebase
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
July 17, 2025 at 7:00 PM
We're rebuilding our frontend monorepo to be "boring" 🥱 so developers can make better use of AI codegen assistants like Cursor and Claude Code
Trunk co-founder Eli shares the details on why we're going all-in on boring
trunk.io/blog/the-joy...
Trunk co-founder Eli shares the details on why we're going all-in on boring
trunk.io/blog/the-joy...
@draward.dev tried out Kiro, Amazon's new agentic IDE, and wrote up some thoughts on spec mode and hooks
trunk.io/blog/early-t...
trunk.io/blog/early-t...
Trunk | Early thoughts on Kiro, Amazon’s new agentic IDE/VSCode fork
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
July 15, 2025 at 8:29 PM
@draward.dev tried out Kiro, Amazon's new agentic IDE, and wrote up some thoughts on spec mode and hooks
trunk.io/blog/early-t...
trunk.io/blog/early-t...
"Developers spend only 11% of their week writing code. The majority of their time is fragmented across debugging, meetings, communication, and operational workflows." - recent Microsoft study
We're building an agent to give developers their time back
trunk.io/blog/beyond-...
We're building an agent to give developers their time back
trunk.io/blog/beyond-...
Trunk | Beyond the editor: Bringing AI to the rest of your dev workflow
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
July 14, 2025 at 7:01 PM
"Developers spend only 11% of their week writing code. The majority of their time is fragmented across debugging, meetings, communication, and operational workflows." - recent Microsoft study
We're building an agent to give developers their time back
trunk.io/blog/beyond-...
We're building an agent to give developers their time back
trunk.io/blog/beyond-...
“AI slows dev by 19%” is a hot take from a study of developers with less than a week's experience using AI tools like Cursor
The future isn’t about working faster it’s about solving deeper problems sooner
trunk.io/blog/ai-tool...
The future isn’t about working faster it’s about solving deeper problems sooner
trunk.io/blog/ai-tool...
Trunk | AI Tools Are Not Time Machines
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
July 11, 2025 at 10:28 PM
“AI slows dev by 19%” is a hot take from a study of developers with less than a week's experience using AI tools like Cursor
The future isn’t about working faster it’s about solving deeper problems sooner
trunk.io/blog/ai-tool...
The future isn’t about working faster it’s about solving deeper problems sooner
trunk.io/blog/ai-tool...
"Our goal was to construct tight, measurable feedback loops so we can move forward and build an agent that doesn’t suck 50% of the time."
Trunk's dev team shares how they use good engineering to handle nondeterministic LLM output when building AI agents
trunk.io/blog/attempt...
Trunk's dev team shares how they use good engineering to handle nondeterministic LLM output when building AI agents
trunk.io/blog/attempt...
Trunk | (Attempting to) Engineer the chaos out of AI agents
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
July 9, 2025 at 7:01 PM
"Our goal was to construct tight, measurable feedback loops so we can move forward and build an agent that doesn’t suck 50% of the time."
Trunk's dev team shares how they use good engineering to handle nondeterministic LLM output when building AI agents
trunk.io/blog/attempt...
Trunk's dev team shares how they use good engineering to handle nondeterministic LLM output when building AI agents
trunk.io/blog/attempt...
You don’t need a whole DevEx team to improve developer experience
You just need better tools
Learn how Trunk's AI DevOps agent improves DevEx
trunk.io/blog/you-don...
You just need better tools
Learn how Trunk's AI DevOps agent improves DevEx
trunk.io/blog/you-don...
Trunk | You don’t need a developer experience team to have a good internal DevEx
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
July 2, 2025 at 7:30 PM
You don’t need a whole DevEx team to improve developer experience
You just need better tools
Learn how Trunk's AI DevOps agent improves DevEx
trunk.io/blog/you-don...
You just need better tools
Learn how Trunk's AI DevOps agent improves DevEx
trunk.io/blog/you-don...
Tired of writing the same weekly update? Let an agent handle it
Trunk’s AI DevOps Agent can schedule recurring jobs — like summarizing deployed changes and Slacking them to your PM every week
More time coding, less time reporting
Trunk’s AI DevOps Agent can schedule recurring jobs — like summarizing deployed changes and Slacking them to your PM every week
More time coding, less time reporting
June 26, 2025 at 9:02 PM
Tired of writing the same weekly update? Let an agent handle it
Trunk’s AI DevOps Agent can schedule recurring jobs — like summarizing deployed changes and Slacking them to your PM every week
More time coding, less time reporting
Trunk’s AI DevOps Agent can schedule recurring jobs — like summarizing deployed changes and Slacking them to your PM every week
More time coding, less time reporting
Trunk's AI DevOps Agent can use webhooks or cron jobs as triggers to automate repetitive tasks
Collect and share data, create tickets, or make sure that contribution guidelines are followed when a PR is opened 👇
Collect and share data, create tickets, or make sure that contribution guidelines are followed when a PR is opened 👇
June 25, 2025 at 8:01 PM
Trunk's AI DevOps Agent can use webhooks or cron jobs as triggers to automate repetitive tasks
Collect and share data, create tickets, or make sure that contribution guidelines are followed when a PR is opened 👇
Collect and share data, create tickets, or make sure that contribution guidelines are followed when a PR is opened 👇
A reminder that our developer survey is still open!
We want to hear from engineers who regularly work with CI/CD and use AI tooling
💵 $100 for qualified survey responses
🔗 tally.so/r/np6QLb
We want to hear from engineers who regularly work with CI/CD and use AI tooling
💵 $100 for qualified survey responses
🔗 tally.so/r/np6QLb
Shape the first-ever AI DevOps agent
Made with Tally, the simplest way to create forms.
tally.so
June 25, 2025 at 5:01 PM
A reminder that our developer survey is still open!
We want to hear from engineers who regularly work with CI/CD and use AI tooling
💵 $100 for qualified survey responses
🔗 tally.so/r/np6QLb
We want to hear from engineers who regularly work with CI/CD and use AI tooling
💵 $100 for qualified survey responses
🔗 tally.so/r/np6QLb
Trunk Flaky Tests automatically detects and quarantines test flakes in CI at runtime. But you still need to manually debug and fix the tests
The AI DevOps Agent helps you fix flaky tests for good with AI-powered root cause analysis and suggested fixes
The AI DevOps Agent helps you fix flaky tests for good with AI-powered root cause analysis and suggested fixes
June 24, 2025 at 8:01 PM
Trunk Flaky Tests automatically detects and quarantines test flakes in CI at runtime. But you still need to manually debug and fix the tests
The AI DevOps Agent helps you fix flaky tests for good with AI-powered root cause analysis and suggested fixes
The AI DevOps Agent helps you fix flaky tests for good with AI-powered root cause analysis and suggested fixes
Devs have AI in their editor
But what about when your CI fails?
Or a test flakes?
Or a deploy stalls at 4am?
That's why we’re building an AI DevOps Agent to bring AI to the rest of the dev experience: trunk.io/blog/beyond-...
But what about when your CI fails?
Or a test flakes?
Or a deploy stalls at 4am?
That's why we’re building an AI DevOps Agent to bring AI to the rest of the dev experience: trunk.io/blog/beyond-...
Trunk | Beyond the editor: Bringing AI to the rest of your dev workflow
Bringing industry-leading best practices to every repo, from a one person hobby project to a thousands-strong engineering organization.
trunk.io
June 23, 2025 at 7:00 PM
Devs have AI in their editor
But what about when your CI fails?
Or a test flakes?
Or a deploy stalls at 4am?
That's why we’re building an AI DevOps Agent to bring AI to the rest of the dev experience: trunk.io/blog/beyond-...
But what about when your CI fails?
Or a test flakes?
Or a deploy stalls at 4am?
That's why we’re building an AI DevOps Agent to bring AI to the rest of the dev experience: trunk.io/blog/beyond-...
Own CI/CD? Review PRs regularly? Using AI coding tools?
We’re researching how AI can actually improve dev workflows. Not hype, real impact
💵 $100 for qualified survey responses
🔗 tally.so/r/np6QLb
#ci #devtools #ai #developerexperience
We’re researching how AI can actually improve dev workflows. Not hype, real impact
💵 $100 for qualified survey responses
🔗 tally.so/r/np6QLb
#ci #devtools #ai #developerexperience
Shape the first-ever AI DevOps agent
Made with Tally, the simplest way to create forms.
tally.so
June 18, 2025 at 6:15 PM
Own CI/CD? Review PRs regularly? Using AI coding tools?
We’re researching how AI can actually improve dev workflows. Not hype, real impact
💵 $100 for qualified survey responses
🔗 tally.so/r/np6QLb
#ci #devtools #ai #developerexperience
We’re researching how AI can actually improve dev workflows. Not hype, real impact
💵 $100 for qualified survey responses
🔗 tally.so/r/np6QLb
#ci #devtools #ai #developerexperience