VM pooling sounds simple until you implement it.
Pre-warm pools, cold start mitigation, resource prediction algorithms, cleanup orchestration, state verification between runs.
AVM maintains a pool of ready VMs that acquire, execute, and self-destruct in under 2 seconds.
That's…
In the next two weeks AVM will have launched. You've created a distributed web scraper across 100 containers in parallel, each with their own nuances.
Total setup time: 0 seconds
Total DevOps knowledge required: None
Total YAML files written: None
Sometimes the best…
Development Update Week 12
Executor + DevOps
• Developed integration of attachable storage for sandboxes
• Completed orchestration, creation, and execution workflows while ensuring backward compatibility
• Initiated non-regression testing
API / Backend
• Connected the new…
If your agents can run forever, your budget won’t.
AVM containers auto destroy after every execution: no ghost processes, no surprise charges.
AVM: Credits consumed per second, (currently) capped at 120. Real-time monitoring. Predictable costs.
We save companies on one of…
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