Dagger
@dagger.io
Dagger is an open-source runtime for composable workflows, ideal for AI agents and CI/CD.
https://dagger.io/
https://dagger.io/
Catch Solomon Hykes at #GopherCon NYC!
Talk: *Demystifying AI Agents*
✔️ What’s real vs hype
✔️ Cross-language opportunities
✔️ Live coding demo
Walk away thinking: “I can build this too!” 🚀
🗓 9:35–10:00 AM EDT | August 27th
Talk: *Demystifying AI Agents*
✔️ What’s real vs hype
✔️ Cross-language opportunities
✔️ Live coding demo
Walk away thinking: “I can build this too!” 🚀
🗓 9:35–10:00 AM EDT | August 27th
August 21, 2025 at 11:19 PM
Catch Solomon Hykes at #GopherCon NYC!
Talk: *Demystifying AI Agents*
✔️ What’s real vs hype
✔️ Cross-language opportunities
✔️ Live coding demo
Walk away thinking: “I can build this too!” 🚀
🗓 9:35–10:00 AM EDT | August 27th
Talk: *Demystifying AI Agents*
✔️ What’s real vs hype
✔️ Cross-language opportunities
✔️ Live coding demo
Walk away thinking: “I can build this too!” 🚀
🗓 9:35–10:00 AM EDT | August 27th
Kyle Penfound will be at AI Devtools Day tomorrow in Toronto, sharing how to unlock the power of background agents with Container Use - don’t miss it!
lu.ma/w9uiwc1o
lu.ma/w9uiwc1o
August 13, 2025 at 6:07 PM
Kyle Penfound will be at AI Devtools Day tomorrow in Toronto, sharing how to unlock the power of background agents with Container Use - don’t miss it!
lu.ma/w9uiwc1o
lu.ma/w9uiwc1o
AI is writing more code. The delivery pipeline is now the bottleneck.
@samalba.com outlines four ways to keep agentic workflows reliable:
- Small scopes
- Sandboxes
- Observability
- Evals
You can’t outrun prompt engineering. Read more here thenewstack.io/ai-agents-ne...
@samalba.com outlines four ways to keep agentic workflows reliable:
- Small scopes
- Sandboxes
- Observability
- Evals
You can’t outrun prompt engineering. Read more here thenewstack.io/ai-agents-ne...
August 6, 2025 at 9:56 PM
AI is writing more code. The delivery pipeline is now the bottleneck.
@samalba.com outlines four ways to keep agentic workflows reliable:
- Small scopes
- Sandboxes
- Observability
- Evals
You can’t outrun prompt engineering. Read more here thenewstack.io/ai-agents-ne...
@samalba.com outlines four ways to keep agentic workflows reliable:
- Small scopes
- Sandboxes
- Observability
- Evals
You can’t outrun prompt engineering. Read more here thenewstack.io/ai-agents-ne...
🛠️ Expose your code as LLM’s Tools
🔍 Watch Agents use them via Dagger Cloud Traces
📈 Test their behavior with Evals as Code
The Evaluator module from Dagger makes it all work in CI
Read the blog → dagger.io/blog/evals-a...
🔍 Watch Agents use them via Dagger Cloud Traces
📈 Test their behavior with Evals as Code
The Evaluator module from Dagger makes it all work in CI
Read the blog → dagger.io/blog/evals-a...
August 4, 2025 at 7:13 PM
🛠️ Expose your code as LLM’s Tools
🔍 Watch Agents use them via Dagger Cloud Traces
📈 Test their behavior with Evals as Code
The Evaluator module from Dagger makes it all work in CI
Read the blog → dagger.io/blog/evals-a...
🔍 Watch Agents use them via Dagger Cloud Traces
📈 Test their behavior with Evals as Code
The Evaluator module from Dagger makes it all work in CI
Read the blog → dagger.io/blog/evals-a...
Imagine your project becomes the most popular on GitHub overnight.
Now you’re dealing with 1,000 PRs a day.
Welcome to the age of AI contributors.
Don’t panic — @kylepenfound.com has some thoughts on how to survive the feedback loop flood and level up your CI.
dagger.io/blog/evoluti...
Now you’re dealing with 1,000 PRs a day.
Welcome to the age of AI contributors.
Don’t panic — @kylepenfound.com has some thoughts on how to survive the feedback loop flood and level up your CI.
dagger.io/blog/evoluti...
August 1, 2025 at 3:37 PM
Imagine your project becomes the most popular on GitHub overnight.
Now you’re dealing with 1,000 PRs a day.
Welcome to the age of AI contributors.
Don’t panic — @kylepenfound.com has some thoughts on how to survive the feedback loop flood and level up your CI.
dagger.io/blog/evoluti...
Now you’re dealing with 1,000 PRs a day.
Welcome to the age of AI contributors.
Don’t panic — @kylepenfound.com has some thoughts on how to survive the feedback loop flood and level up your CI.
dagger.io/blog/evoluti...
We’re excited to have Kyle from Dagger speaking at the upcoming Goose meetup in Denver!
Come by if you're interested in dev automation, containers, or how MCPs are evolving.
📍 Denver
🗓️ Tuesday, August 5th, 6-8pm PT
✅ RSVP required
lu.ma/tylz1e9
Come by if you're interested in dev automation, containers, or how MCPs are evolving.
📍 Denver
🗓️ Tuesday, August 5th, 6-8pm PT
✅ RSVP required
lu.ma/tylz1e9
lu.ma
July 31, 2025 at 3:22 PM
We’re excited to have Kyle from Dagger speaking at the upcoming Goose meetup in Denver!
Come by if you're interested in dev automation, containers, or how MCPs are evolving.
📍 Denver
🗓️ Tuesday, August 5th, 6-8pm PT
✅ RSVP required
lu.ma/tylz1e9
Come by if you're interested in dev automation, containers, or how MCPs are evolving.
📍 Denver
🗓️ Tuesday, August 5th, 6-8pm PT
✅ RSVP required
lu.ma/tylz1e9
Stay in flow with real-time agent help while background agents run wild in isolated containers.
@zed.dev + Container Use = full-speed productivity, zero collisions.
Learn how to set it up → zed.dev/blog/contain...
@zed.dev + Container Use = full-speed productivity, zero collisions.
Learn how to set it up → zed.dev/blog/contain...
July 30, 2025 at 10:33 PM
Stay in flow with real-time agent help while background agents run wild in isolated containers.
@zed.dev + Container Use = full-speed productivity, zero collisions.
Learn how to set it up → zed.dev/blog/contain...
@zed.dev + Container Use = full-speed productivity, zero collisions.
Learn how to set it up → zed.dev/blog/contain...
Reposted by Dagger
Can containers rescue AI #MCP tools? @shykes.bsky.social of @dagger.io explains his prediction that MCP tools will rapidly become locked down by IT. The Container Use project is a way to isolate MCP environments inside containers. From the #agenticdevops podcast.
youtube.com/shorts/hGSCy...
youtube.com/shorts/hGSCy...
Can Containers Rescue AI MCP Tools? #aiagents #agenticdevops #docker
YouTube video by Bret Fisher Cloud Native DevOps
youtube.com
July 23, 2025 at 7:37 PM
Can containers rescue AI #MCP tools? @shykes.bsky.social of @dagger.io explains his prediction that MCP tools will rapidly become locked down by IT. The Container Use project is a way to isolate MCP environments inside containers. From the #agenticdevops podcast.
youtube.com/shorts/hGSCy...
youtube.com/shorts/hGSCy...
Reposted by Dagger
As Alex on the @dagger.io team likes to say: No matter the model or framework, you can’t outrun prompt engineering.
By Dagger Co-Founder & VP of Engineering @samalba.com
By Dagger Co-Founder & VP of Engineering @samalba.com
AI Agents Need Help. Here's 4 Ways To Ship Software Reliably
As Alex on the Dagger team likes to say: No matter the model or framework, you can’t outrun prompt engineering.
bit.ly
July 30, 2025 at 2:00 AM
As Alex on the @dagger.io team likes to say: No matter the model or framework, you can’t outrun prompt engineering.
By Dagger Co-Founder & VP of Engineering @samalba.com
By Dagger Co-Founder & VP of Engineering @samalba.com
Dagger CI & MCP Dev Days + AI Camp starts this weekend in Mumbai on Saturday, August 2nd. By the end of the workshop, you’ll be able to run CI workflows both locally and on Github.
RSVP here lu.ma/0pcxu624
RSVP here lu.ma/0pcxu624
July 30, 2025 at 8:35 PM
Dagger CI & MCP Dev Days + AI Camp starts this weekend in Mumbai on Saturday, August 2nd. By the end of the workshop, you’ll be able to run CI workflows both locally and on Github.
RSVP here lu.ma/0pcxu624
RSVP here lu.ma/0pcxu624
Agents writing your code? ✅
Testing it? ✅
Shipping it? 🤖🚀
What does it really take to trust an AI agent with your software delivery?
Dagger co-founder @samalba.com a breaks it down.
youtu.be/l65so0OoJeo
Testing it? ✅
Shipping it? 🤖🚀
What does it really take to trust an AI agent with your software delivery?
Dagger co-founder @samalba.com a breaks it down.
youtu.be/l65so0OoJeo
July 25, 2025 at 9:55 PM
Agents writing your code? ✅
Testing it? ✅
Shipping it? 🤖🚀
What does it really take to trust an AI agent with your software delivery?
Dagger co-founder @samalba.com a breaks it down.
youtu.be/l65so0OoJeo
Testing it? ✅
Shipping it? 🤖🚀
What does it really take to trust an AI agent with your software delivery?
Dagger co-founder @samalba.com a breaks it down.
youtu.be/l65so0OoJeo
Imagine a CI pipeline that writes its own tests.
Understands your codebase.
Handles your PRs.
And gets smarter over time.
Kambui built exactly that—powered by Dagger, @neo4j.com, and AI agents.
Watch the full demo:
www.youtube.com/watch?v=Shwv...
Understands your codebase.
Handles your PRs.
And gets smarter over time.
Kambui built exactly that—powered by Dagger, @neo4j.com, and AI agents.
Watch the full demo:
www.youtube.com/watch?v=Shwv...
July 15, 2025 at 7:31 PM
Imagine a CI pipeline that writes its own tests.
Understands your codebase.
Handles your PRs.
And gets smarter over time.
Kambui built exactly that—powered by Dagger, @neo4j.com, and AI agents.
Watch the full demo:
www.youtube.com/watch?v=Shwv...
Understands your codebase.
Handles your PRs.
And gets smarter over time.
Kambui built exactly that—powered by Dagger, @neo4j.com, and AI agents.
Watch the full demo:
www.youtube.com/watch?v=Shwv...
Reposted by Dagger
For that I believe @dagger.io container-use come in handy: github.com/dagger/conta...
GitHub - dagger/container-use: Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.
Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack. - dagger/container-use
github.com
July 13, 2025 at 12:03 AM
For that I believe @dagger.io container-use come in handy: github.com/dagger/conta...
Reposted by Dagger
You can now spin up containerized environments for each of your agent threads in Zed using @dagger.io 😎
Ever had an AI agent scramble your project?
@zed.dev + Container Use = isolated, disposable agent environments.
Write code safely, merge only when you’re ready.
Watch @jeremyadams.bsky.social's demo 👇
@zed.dev + Container Use = isolated, disposable agent environments.
Write code safely, merge only when you’re ready.
Watch @jeremyadams.bsky.social's demo 👇
July 1, 2025 at 9:37 PM
You can now spin up containerized environments for each of your agent threads in Zed using @dagger.io 😎
Reposted by Dagger
Do you feel like your CI/CD is letting you down? Is onboarding new team members a hassle? Are you constantly wasting time fixing your delivery pipeline?
Join my presentation at KCD Warsaw to discover how @dagger.io might help solve these issues.
Join my presentation at KCD Warsaw to discover how @dagger.io might help solve these issues.
July 14, 2025 at 10:00 AM
Do you feel like your CI/CD is letting you down? Is onboarding new team members a hassle? Are you constantly wasting time fixing your delivery pipeline?
Join my presentation at KCD Warsaw to discover how @dagger.io might help solve these issues.
Join my presentation at KCD Warsaw to discover how @dagger.io might help solve these issues.
Tomorrow, we’re hosting a virtual workshop to show how platform teams are using agentic workflows to stay ahead.
What you’ll learn:
• How to reduce fragility in your delivery pipelines
• How to use LLMs for more meaningful code reviews
• How to bring reasoning and adaptability into your CI/CD
What you’ll learn:
• How to reduce fragility in your delivery pipelines
• How to use LLMs for more meaningful code reviews
• How to bring reasoning and adaptability into your CI/CD
July 14, 2025 at 3:58 PM
Tomorrow, we’re hosting a virtual workshop to show how platform teams are using agentic workflows to stay ahead.
What you’ll learn:
• How to reduce fragility in your delivery pipelines
• How to use LLMs for more meaningful code reviews
• How to bring reasoning and adaptability into your CI/CD
What you’ll learn:
• How to reduce fragility in your delivery pipelines
• How to use LLMs for more meaningful code reviews
• How to bring reasoning and adaptability into your CI/CD
Our TypeScript SDK used to take 20 to 30 seconds to initialize.
Tom Chauveau changed that.
By bundling the entire SDK, he reduced init times to just ~11 seconds.
Here is how he did it: dagger.io/blog/typescr...
Tom Chauveau changed that.
By bundling the entire SDK, he reduced init times to just ~11 seconds.
Here is how he did it: dagger.io/blog/typescr...
July 10, 2025 at 6:01 PM
Our TypeScript SDK used to take 20 to 30 seconds to initialize.
Tom Chauveau changed that.
By bundling the entire SDK, he reduced init times to just ~11 seconds.
Here is how he did it: dagger.io/blog/typescr...
Tom Chauveau changed that.
By bundling the entire SDK, he reduced init times to just ~11 seconds.
Here is how he did it: dagger.io/blog/typescr...
Your CI/CD wasn’t built for AI-scale code, and it's starting to crack.
Join @jeremyadams.bsky.social, @kylepenfound.com, and @bretfisher.com on July 15 to explore:
• Why legacy pipelines fall short
• How agents reduce manual toil
• Building LLM-powered code review
👉 dagger.io/deep-dives/a...
Join @jeremyadams.bsky.social, @kylepenfound.com, and @bretfisher.com on July 15 to explore:
• Why legacy pipelines fall short
• How agents reduce manual toil
• Building LLM-powered code review
👉 dagger.io/deep-dives/a...
July 9, 2025 at 5:19 PM
Your CI/CD wasn’t built for AI-scale code, and it's starting to crack.
Join @jeremyadams.bsky.social, @kylepenfound.com, and @bretfisher.com on July 15 to explore:
• Why legacy pipelines fall short
• How agents reduce manual toil
• Building LLM-powered code review
👉 dagger.io/deep-dives/a...
Join @jeremyadams.bsky.social, @kylepenfound.com, and @bretfisher.com on July 15 to explore:
• Why legacy pipelines fall short
• How agents reduce manual toil
• Building LLM-powered code review
👉 dagger.io/deep-dives/a...
What happens when you combine CI burnout, brittle workflows, and a vision for modular, AI-ready software factories?
@shykes.bsky.social joined Open Source Ready to unpack the future of DevOps, and how Dagger is building the platform to support it.
🎧 Tune in: www.heavybit.com/library/podc...
@shykes.bsky.social joined Open Source Ready to unpack the future of DevOps, and how Dagger is building the platform to support it.
🎧 Tune in: www.heavybit.com/library/podc...
Open Source Ready | Heavybit
Exploring the evolution of open source software and its impact on the Tech landscape.
www.heavybit.com
July 8, 2025 at 9:46 PM
What happens when you combine CI burnout, brittle workflows, and a vision for modular, AI-ready software factories?
@shykes.bsky.social joined Open Source Ready to unpack the future of DevOps, and how Dagger is building the platform to support it.
🎧 Tune in: www.heavybit.com/library/podc...
@shykes.bsky.social joined Open Source Ready to unpack the future of DevOps, and how Dagger is building the platform to support it.
🎧 Tune in: www.heavybit.com/library/podc...
Are your CI workflows getting messy?
Define CI once in real code with Dagger—reuse it locally and in @github.com Actions.
In the video below, @kylepenfound.com shows how to:
- Trigger Dagger functions
- Reuse logic across dev + CI
- Pass secrets securely
Define CI once in real code with Dagger—reuse it locally and in @github.com Actions.
In the video below, @kylepenfound.com shows how to:
- Trigger Dagger functions
- Reuse logic across dev + CI
- Pass secrets securely
July 3, 2025 at 9:18 PM
Are your CI workflows getting messy?
Define CI once in real code with Dagger—reuse it locally and in @github.com Actions.
In the video below, @kylepenfound.com shows how to:
- Trigger Dagger functions
- Reuse logic across dev + CI
- Pass secrets securely
Define CI once in real code with Dagger—reuse it locally and in @github.com Actions.
In the video below, @kylepenfound.com shows how to:
- Trigger Dagger functions
- Reuse logic across dev + CI
- Pass secrets securely
Gemini CLI launched last week, and Kyle tested it with Container Use, powered by Dagger, for a fully isolated setup. The integration was seamless and the experience promising.
Check out his write-up here: dagger.io/blog/gemini-...
Check out his write-up here: dagger.io/blog/gemini-...
July 3, 2025 at 5:42 PM
Gemini CLI launched last week, and Kyle tested it with Container Use, powered by Dagger, for a fully isolated setup. The integration was seamless and the experience promising.
Check out his write-up here: dagger.io/blog/gemini-...
Check out his write-up here: dagger.io/blog/gemini-...
Ever had an AI agent scramble your project?
@zed.dev + Container Use = isolated, disposable agent environments.
Write code safely, merge only when you’re ready.
Watch @jeremyadams.bsky.social's demo 👇
@zed.dev + Container Use = isolated, disposable agent environments.
Write code safely, merge only when you’re ready.
Watch @jeremyadams.bsky.social's demo 👇
July 1, 2025 at 8:02 PM
Ever had an AI agent scramble your project?
@zed.dev + Container Use = isolated, disposable agent environments.
Write code safely, merge only when you’re ready.
Watch @jeremyadams.bsky.social's demo 👇
@zed.dev + Container Use = isolated, disposable agent environments.
Write code safely, merge only when you’re ready.
Watch @jeremyadams.bsky.social's demo 👇
Used @warp.dev 2.0’s multi-threaded agents with Container Use: 3 GitHub issues → 3 agents → 3 isolated containers.
Each agent handled a task, ran tests, and opened a clean PR.
See agentic workflows in action: www.youtube.com/watch?v=9HP8...
Each agent handled a task, ran tests, and opened a clean PR.
See agentic workflows in action: www.youtube.com/watch?v=9HP8...
Multi-Threaded Coding Agents with Warp 2.0 and Container Use
YouTube video by Dagger
www.youtube.com
June 30, 2025 at 11:19 PM
Used @warp.dev 2.0’s multi-threaded agents with Container Use: 3 GitHub issues → 3 agents → 3 isolated containers.
Each agent handled a task, ran tests, and opened a clean PR.
See agentic workflows in action: www.youtube.com/watch?v=9HP8...
Each agent handled a task, ran tests, and opened a clean PR.
See agentic workflows in action: www.youtube.com/watch?v=9HP8...
New in Dagger Cloud: Share any trace with a link — even from private repos or local runs
Perfect for:
- Debugging private CI
- Collaborating on LLM workflows
- Sharing local builds
Just hit “Make Public” in Dagger Cloud. Check out the demo from @levlaz.org
www.youtube.com/watch?v=EPEG...
Perfect for:
- Debugging private CI
- Collaborating on LLM workflows
- Sharing local builds
Just hit “Make Public” in Dagger Cloud. Check out the demo from @levlaz.org
www.youtube.com/watch?v=EPEG...
June 27, 2025 at 10:09 PM
New in Dagger Cloud: Share any trace with a link — even from private repos or local runs
Perfect for:
- Debugging private CI
- Collaborating on LLM workflows
- Sharing local builds
Just hit “Make Public” in Dagger Cloud. Check out the demo from @levlaz.org
www.youtube.com/watch?v=EPEG...
Perfect for:
- Debugging private CI
- Collaborating on LLM workflows
- Sharing local builds
Just hit “Make Public” in Dagger Cloud. Check out the demo from @levlaz.org
www.youtube.com/watch?v=EPEG...
Container Use just leveled up.
The latest release makes agent workflows smoother, clearer, and more powerful, so you can reuse environments, resume sessions, and inspect outputs with confidence.
Check it out: github.com/dagger/conta...
The latest release makes agent workflows smoother, clearer, and more powerful, so you can reuse environments, resume sessions, and inspect outputs with confidence.
Check it out: github.com/dagger/conta...
June 26, 2025 at 11:54 PM
Container Use just leveled up.
The latest release makes agent workflows smoother, clearer, and more powerful, so you can reuse environments, resume sessions, and inspect outputs with confidence.
Check it out: github.com/dagger/conta...
The latest release makes agent workflows smoother, clearer, and more powerful, so you can reuse environments, resume sessions, and inspect outputs with confidence.
Check it out: github.com/dagger/conta...