Bare Metal + Infinite Agents

Rebuilding software at indie speed with continuous agents

By Lee101 · January 30, 2026 · 6 min read

The fastest way to build with AI is not a slow, shared VM with fragile processes. It is bare metal with persistent workspaces and agents that never stop after the first task. When you combine stable hardware with continuous agents, software starts to feel like a factory instead of a one-off project.

Why bare metal wins for agents

Serverless and shared VM stacks are great for short-lived APIs. Agents are different. They compile, search, run tests, and keep context for hours or days. Bare metal delivers the consistency that makes that workflow reliable.

• Predictable CPU performance with no noisy neighbors
• Fast local disks for monorepos and large dependency trees
• Long-lived processes that can keep state and caches warm
• Better cost per sustained core for continuous workloads

The infinite loop of software

Traditional software teams work in batches. Agents can work in loops. A good agent does not stop when it lands one change. It keeps going.

• Plan the next steps based on the current codebase
• Search, edit, and run tests in a tight feedback loop
• File follow-up tasks when work expands beyond scope
• Keep a backlog moving without waiting for the next sprint

From apps to factories

The mental shift is huge. Instead of writing software once, you run a factory that continuously rebuilds and improves it. Features that used to take weeks can be sliced into small tasks and executed in parallel.

Levelsio energy, multiplied

levelsio has shown what a small team can do with focus, speed, and a bias toward shipping. Infinite agents take that energy and scale it. The goal is the same: ship fast, stay lean, and keep the product moving.

Model diversity matters

No single model wins every task. The best stack lets you pick the right tool as models evolve - OpenAI, Claude, and future Gemini 3 class models, and whatever comes next. The infra should not care which model you choose.

What we are building

Codex Infinity is designed around this idea: bare metal fleets, persistent workspaces, and continuous task chaining. The UX keeps defaults simple, avoids token rotation friction, and favors speed over ceremony. Caches for public dependencies stay warm so agents stay fast.

Reality check

Agents are not magic. They still need review, guardrails, and clear goals. But the core loop works: assign a task, let the agent run, review the diff, and repeat. That cadence is already changing how software gets built.

The takeaway

Bare metal plus infinite agents is a new software stack. It is cheaper, faster, and surprisingly human: the founder or team focuses on taste and direction while the agents handle the grind. That is the future we are building toward.