Stop wrestling with compose drift, image bloat, and restart loops. Describe what you want — the AI handles the rest, on every host.
Docker is simple until it isn't — a container restart loop at 2 AM, forty gigabytes of dangling images, a compose override that silently split your network, volumes nobody remembers creating. Whether you're running single-host Docker, multi-service Compose stacks, Swarm services, or a fleet of CI runners, VibeComputing handles the full spectrum of container operations — containers, images, volumes, networks, compose projects, and registries. Stop copy-pasting docker flags and grepping truncated logs. Just describe what you want.
The agent connects to your host in seconds and immediately maps the landscape — running containers, compose projects, images, volumes, networks, and restart counts. "Why is the API container restarting?" "Show me every image older than 90 days and how much disk it's wasting." "Diff what's actually running against the compose file." "Which containers have no log rotation configured?" The AI walks exit codes, health checks, and network topology like a senior platform engineer — correlating the restart loop with the failed dependency, the exit-137 with the host memory pressure — and proposes the fix before it touches anything.
For platform and DevOps teams, VibeComputing fits existing workflows without ceremony. The zero-trust outbound-only agent model works inside locked-down networks — no VPN changes, no exposed Docker sockets, no inbound ports. Read-only by default; every proposed mutation is shown as the exact docker or compose command before it runs. Combined with LLM data obfuscation for compliance-heavy environments, multi-host awareness, and BYOK for strict control over your AI provider, it's the most secure way to manage Docker with AI.
Example:
$ why is the api container restarting
→[OBFUSCATING] Masking identifiers and endpoints...
→ api Restarting (1) ×23 restarts (2h)
→ Last log: FATAL db connect failed (retry 5/5)
→ db container: healthy — on network legacy_default
→ api container: on network stack_default
Root cause: compose override split the networks — api can't reach db. Proposed: docker network connect stack_default api. Awaiting your approval.
IPs, hostnames, and secrets tokenized before reaching any AI model — full compliance for regulated environments.
Outbound-only agents and no exposed Docker socket. Works in highly restricted networks — no VPN changes.
Bare metal, VMs, homelabs, CI runners — Docker Engine, Compose stacks, Swarm services, and registries, multi-host aware.
For government and defense: run the entire AI stack on-premises with zero external connectivity.
Bring your own API keys for the LLM provider of your choice. Full control over data access and costs.
Born from deep Linux and cybersecurity roots. Built by engineers who've run production at scale.
Join our beta program. Free for the duration — no credit card required.
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