Solo Developers
Run coding agents, terminals, browsers, and repos in a more controlled workspace.
AIML Solutions builds managed VPS-based, local, and hybrid runtimes for developers, consultants, agencies, and small teams that need controlled OpenClaw/OpenCode-style workflows, recovery paths, and a place to run evaluation harnesses.
Run coding agents, terminals, browsers, and repos in a more controlled workspace.
Separate client work, reduce setup chaos, and create repeatable delivery environments.
Add practical operating discipline before agent workflows touch sensitive systems.
Use a durable sandbox for harness runs, public-source research, retrieval checks, and documentation-heavy workflows.
The Linux, VPS, local, or hybrid environment where agentic tools actually operate.
Workspace boundaries, container patterns, scoped permissions, and credential separation.
Task decomposition, agent/tool order, context handling, retry logic, and handoff discipline.
Reports, transcripts, verification notes, runtime maps, and recovery artifacts that make work reviewable.
Diagnose a broken or confusing OpenClaw, OpenCode, NemoClaw, Docker, VPS, or agent workflow setup.
Typical range: $150-$250
One scoped runtime for a solo operator or small team, with handoff docs and recovery path.
Starter scope: from $750
More complete VPS sandbox, browser/session workflow, docs, boundaries, and evidence practices.
Typical range: $1,500-$3,500
Multiple isolated workspaces for separate clients, projects, users, or research tracks.
Typical range: $7,500-$18,000+
Runtime check-ins, small fixes, upgrade guidance, recovery support, and documentation upkeep for teams that rely on the environment.
Improve loop construction, task order, tool selection, context handling, token efficiency, verification, and stop conditions.
Add regression tests, retrieval checks, approval gates, claims/evidence mapping, and scorecards so the workflow can be reviewed and improved.
Work is scoped around concrete runtime outcomes: setup, documentation, recovery, harness artifacts, workflow optimization, and support paths that can be used after delivery.
If you already know you want a managed runtime, request setup. If your current environment is broken or unclear, start with a rescue call and convert to implementation only if it makes sense.
Final scope depends on target infrastructure, access model, security requirements, documentation depth, and whether the work is setup, audit, or ongoing support.