
Jordan Stephens
3.2K posts

Jordan Stephens
@jordanstephens
Bim bom
Vancouver, BC 🇨🇦 Katılım Mayıs 2008
628 Takip Edilen278 Takipçiler

Infrastructure-as-code is the Wrong Abstraction defang.io/blog/post/infr…
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Jordan Stephens retweetledi

Jordan Stephens retweetledi

the agents everyone is hyping right now won’t survive the next platform update
not because they’re bad
but because they’re owned by someone else’s infrastructure
here’s the real shift:
current wave: agents fully dependent on closed platforms (OpenAI, Anthropic, GCP)
→ one policy change, one price hike, one rate limit… and your product dies
next wave: self-hosted operational intelligence. agents that run on your infra, learn your org, compound your advantage
nobody can take that away from you
here’s the difference:
CLOUD-DEPENDENT AGENT:
“please let our agent run on your API, we promise we won’t exceed rate limits”
→ fragile, expensive, instantly commoditized
SELF-HOSTED AGENT:
“runs on your servers, learns your workflows, stores your context, gets smarter every week”
→ becomes part of your infrastructure, not a feature
CLOUD-DEPENDENT AGENT:
“what if OpenAI changes the rules?”
→ they will.
SELF-HOSTED AGENT:
“what if we owned the whole stack?”
→ you do.
this matters commercially:
businesses pay $20/mo for an agent they rent
businesses pay $20K/mo for an agent they own
ownership compounds
dependency decays
if your agent dies when an API changes, you’re not building leverage — you’re building risk
the future isn’t “yet another agent”
the future is sovereign AI infrastructure
agents that run locally, learn privately, and get better with time
most devs will keep shipping cloud-dependent toys
real operators are building self-hosted intelligence that nobody can shut down
defang makes this a one-command reality.
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When we started @DefangLabs we thought targeting Kubernetes made sense, but we quickly pulled the plug when we saw the unnecessary complexity and operational cost of such a solution. Now, Defang deploys to the native container orchestrator for each cloud.
Tech Fusionist@techyoutbe
Kubernetes isn’t dying loudly - it’s dying quietly. Not in blogs. Not in conferences. But inside private Slack channels, architecture reviews, and FAANG infra meetings. The truth?
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this whole thread is exactly why we built defang. doing all of this yourself works, but it’s a lot of moving parts to maintain, and one silent failure still hurts.
with defang you get the same outcome without the manual setup. you write a small compose file, connect your cloud account, run:
defang compose up
and we spin up the full stack for you. health checks, auto restarts, logs, snapshots, alerts, uptime reports, container validation, infra drift checks — all handled automatically in your own cloud.
no custom scripts, no watchdog agents, no ssh, no babysitting docker.
if you ever want to see how your setup would look on defang, happy to walk you through it.
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This is exactly why we built #Defang!
Define your app as a #Docker Compose project - which millions of devs already use for local deployments/testing.
Then literally with a single command ('defang compose up'), deploy that same Docker Compose project to #AWS... or #GCP, or #DigitalOcean, more coming!
#Defang takes care of networking, storage, databases, queues, even LLMs - all mapped to the native services on your target cloud - so ELB, ECS/EC2, RDS, Elasticache, Bedrock, etc. in the case of AWS.
Secure, Scalable, Cost-efficient - all done according to the best practices for the cloud you choose.
So, you get the ease of use of a Vercel, but all the power and economies of scale of a hyper-scalar.
Truly Develop Once, Deploy Anywhere!
theregister.com/2025/11/04/aws… via @theregister
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Jordan Stephens retweetledi

Jordan Stephens retweetledi

“Predictive Processes and the Peculiar Case of Music” - how might the predictive processing theory of brain function apply to music perception?
stefan-koelsch.de/papers/koelsch…

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Did an HN commenter just correctly diagnose their double disk failure as an SSD uptime counter issue? At a distance?! news.ycombinator.com/item?id=320285…

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@petrey Do it! It's so fun! Just always wear all your gear all the time. 🙂 I wanted to buy a moped when I moved back to Austin, but I needed a motorcycle license to drive one legally. So I took a class, got a license, and bought a motorcycle instead. 😅
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@jordanstephens Haha! The real sinkhole was the bottomless pit of knowledge and wonder we fell into along the way
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Math is _way more_ about relationships and perspective than it is about any "right answer." What a monumental tornado of everything wrong with math education and culture war politics in one shitty quote. nytimes.com/2022/04/18/us/…

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