Joined January 2025
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- Followers 96
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247 Photos and videos
Jun 12
Every incident teaches you something.
The challenge is making sure that knowledge is still there the next time.
This Stakpak release includes Agent knowledge, new integrations, tutorials, and reliability updates.
Full update in the changelog ππ»
πopen.substack.com/pub/stakpaβ¦
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Jun 11
Imagine getting paged only for the problems that need your attention.
That's the idea behind Stakpak Autopilot
It monitors your infrastructure, investigates issues automatically fixes what's safe and escalates to you when human judgment is needed
πstakpak.dev
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Jun 10
The best incidents are the ones you never hear about.
Stakpak Autopilot monitors your infrastructure 24/7, investigates issues as they happen, fixes what's safe automatically, and only escalates when human judgment is needed.
π stakpak.dev
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Jun 8
Agent Integrations are live in Stakpak!!
Connect AI agents to Datadog, Sentry, New Relic, Langfuse, Better Stack, and Axiom with secure, governed access.
With many more integrations to come
πstakpak.dev
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Jun 5
Most alerts are symptoms.
The real challenge is figuring out what actually changed.
Stakpak Autopilot continuously watches your infrastructure, investigates anomalies, traces them back to the root cause, and takes action when it's safe to do so.
πstakpak.dev
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Jun 4
Every incident starts with the same question: "What changed?"
But by the time you're asking that question, you're already in reactive mode.
π§Ά..
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Jun 4
Stakpak Autopilot monitors your infrastructure 24/7, investigates issues as they happen, fixes what's safe to fix automatically, and only escalates when it actually needs a human.
Install Stakpak -> run /init
π stakpak.dev
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Jun 4
Everyone says their AI agent is "sandboxed." But what does that actually mean?
A container? A microVM? A read only filesystem? Network restrictions?
π§Ά..
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Jun 4
In this blog George talks about an open taxonomy for agent sandboxes across 7 defense layers, 7 threat categories, and 3 scoring dimensions.
One of the biggest takeaways:
A strong VM with open network access and raw credentials can still be a false sense of security.
π§Ά..
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Jun 4
Worth a read if you're building or deploying AI agents in production.
πgeorgebuilds.dev/blog/agent-β¦
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Jun 3
What if your infrastructure could fix itself?
We just published a short newsletter about how engineers use Stakpak in production
Worth a quick read if you're thinking about what comes after alerts and dashboards.
πstakpakdev.substack.com/p/whβ¦
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Jun 2
Most incidents dont need more alerts
They need something that can investigate, connect the dots, and take action.
That's Stakpak autopilot it monitors your infra 24/7, fixes whats safe and only escelate when it actually matters
πstakpak.dev
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Jun 2
Your pod is running, Your app still isn't reachable, what would you do?
We put together a guide on how to troubleshoot Services, Ingress, ports, selectors, and networking issues with Stakpak.
Install Stakpak -> run /init
π stakpak.gitbook.io/docs/tutoβ¦
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Jun 1
Ever spent 2 hours debugging something that should have taken 10 minutes?
You jump between logs, configs, dashboards, Terraform, Kubernetes manifests, and documentation, trying to figure out what changed.
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Jun 1
Stakpak Autopilot monitors your infrastructure 24/7, fixes whas safe and only escalates to you when it actually matters
Install Stakpak -> run /init
πstakpak.dev
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May 29
βSandboxedβ doesnt mean safe.
Isolation can be weak or strong; the term means nothing on its own.
Real question: what can the agent actually do?
Once it touches real infra, security = guardrails control, not isolation.
π georgebuilds.dev/blog/agent-β¦
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May 23
Deploying your app to AWS usually turns into:
EC2 setup, Reverse proxies, SSL, Docker issues, Networking
Then hoping nothing breaks in production.
We made a tutorial showing how to use Stakpak to deploy Coolify on AWS and ship your app end to end.
πstakpak.gitbook.io/docs/tutoβ¦
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May 22
Monitoring tells you something broke, Logs tell you why, Dashboards tell you where, then what?
Stakpak Autopilot closes the loop
It monitors infrastructure 24/7 applies safe fixes automatically and escalates only when human judgment is actually needed
πstakpak.dev
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May 22
What if containerizing your app just takes two min?
Stakpak can generate the Docker setup, build the container, troubleshoot issues, and validate everything automatically.
No copy pasting random Docker commands from old blog posts.
πstakpak.dev
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May 21
What engineers use Stakpak for in production
debugging Kubernetes ingress issues
refactoring Terraform safely
tracing infrastructure dependencies
containerization
fixing CICD and auth bugs
mapping large cloud architectures
Install Stakpak -> run /init
stakpak.dev
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