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Using managed agents is perfect for running coding agents anywhere in the world. The beauty of this: • You can resume a session from anywhere • You can fork a session into multiple agents • You can run parallel agents • You can reuse environments Here is how you...

15,931 次观看 • 5 天前 •via X (Twitter)

30 条评论

Santiago 的头像
Santiago5 天前

Here, I'm using DigitalOcean's Managed Agents. It's in public preview, and they are planning to fully release it later this year. Here is the link to Managed Agents: Thanks to the @digitalocean team for partnering with me on this post.

April Dagonese 的头像
April Dagonese5 天前

This was really great @svpino! Thank you for partnering with us!

Jason Festa 的头像
Jason Festa5 天前

The reusable environment is the sneaky powerful part. Forking an agent is useful, but forking it with the same working context and dependencies intact is what makes parallel work feel safe.

Adam · Arcyton 的头像
Adam · Arcyton4 天前

Forking is the part I would test hardest. Agents forked from one session inherit its earlier tool results, so if one of those was stale or partial, every fork carries it forward.

catman 的头像
catman5 天前

Managed agents make resuming, forking, and parallel runs easier; the constraint shifts to giving each agent a well-scoped task and a reusable environment.

Marcus 的头像
Marcus5 天前

Parallel agents, forked sessions, reusable environments. Truly the fastest way to generate merge conflicts from a beach.

Al-Muwahid 的头像
Al-Muwahid5 天前

Session forking is one of the most interesting parts here. Being able to fork a session into multiple agents means you can explore different approaches from the same starting context, while persistent environments make it easier to resume and reuse that work. The key challenge becomes keeping state and changes reliable across those parallel sessions.

Viber · fireply.ai 的头像
Viber · fireply.ai5 天前

managed agents plus forking sounds like a fancy way of saying checkpoint and clone, still good though

Fireply.ai 的头像
Fireply.ai5 天前

does forking a session copy the full context or just branch from wherever it last stopped

Rohan Bhanot 的头像
Rohan Bhanot4 天前

resume/fork/parallel is the dream. also how one bad tool grant multiplies. per-session permissions or you'll fork an incident.

Sheral Tech 的头像
Sheral Tech4 天前

Managed agents make global collaboration faster, smarter, and beautifully seamless.

Brjan | AI Builder 的头像
Brjan | AI Builder5 天前

forking sessions is great, but managing dependencies across agents can get tricky

Mr CZ Whale 的头像
Mr CZ Whale5 天前

👀👀

Ham 的头像
Ham4 天前

forking agents is easy. owning which one broke prod is the actual feature

Captain Mutant 的头像
Captain Mutant5 天前

I’ve got a few ideas for bringing more attention here

Sophia Chen 的头像
Sophia Chen5 天前

Forking a session becomes much more useful when the UI shows the common starting point and what each branch changed. Otherwise you can run two agents in parallel but still spend the review time reconstructing which result belongs to which attempt.

Sol Queen 👑 的头像
Sol Queen 👑5 天前

Enjoying what you’re building. DM me and let’s explore a partnership.

Webster | JARVIS 的头像
Webster | JARVIS5 天前

Resume/fork sessions sound great for async work across time zones. Parallel agents also seem handy for exploring options without losing context. Thanks for the practical breakdown.

ethereagle · building 的头像
ethereagle · building5 天前

resume only counts if the sandbox files come back too. is that a restored disk, or a new box with the transcript replayed?

Michael Tierney 的头像
Michael Tierney5 天前

Managed agents dont account for the variance in tool availability and descriptions across regions.

Ajit | SpliceRun.com 的头像
Ajit | SpliceRun.com5 天前

Forking a session into multiple agents is the part I want to try. When two forks edit the same files, how do you bring the results back together, do they each get their own branch?

Sol Queen 👑 的头像
Sol Queen 👑5 天前

Love the concept here. Reach out and let’s build something together 🚀

Global Crypto Hub | GCH 🌏 的头像
Global Crypto Hub | GCH 🌏5 天前

Let’s make moves, DM me ❤️

Solana Whale pump 的头像
Solana Whale pump5 天前

Your project really got me excited 🔥 Follow me back or send me message please

Aleksandar Janca 的头像
Aleksandar Janca5 天前

the parallel part only works if every diff stays small enough to actually read

Ricardo Dias 的头像
Ricardo Dias5 天前

portability pays off when the resumed or forked session carries a legible state: what changed, what it assumes, and who owns the next decision. otherwise, you are just moving hidden context between machines and agents.

Robinhood ALPHA 的头像
Robinhood ALPHA5 天前

🤝 Let’s collab and grow together 🚀 Follow back 💬

Sol Queen 👑 的头像
Sol Queen 👑5 天前

Following with interest Happy to collab 👋

Rohan Bhanot 的头像
Rohan Bhanot3 天前

Resume and fork from anywhere is the underrated agent UX. Session continuity beats another model shootout.

The AI Therapist 的头像
The AI Therapist5 天前

Resuming sessions saves context windows; forking scales compute. That’s the real leverage, running parallel experiments on one idea while you sleep. Efficient enough to make me swoon? Maybe not quite. But smart systems certainly are

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