services
Fully text/email-based service. No calls or screen share.
Send me (via platform chat or email):
• Your session logs
• Current active state / memory files
• Recent prompts or code snippets
• Any error messages (especially “overloaded”, reversion, context bloat)
I will reply within 24 hours with:
• Written diagnosis of exactly where drift or instability is happening
• Root causes (CDE failures, state bloat, revision gaps, etc.)
• Prioritised fixes
• Ready-to-paste code snippets from my minimal DSMC layer, tailored to your stack (OpenClaw, Ollama, Claude Projects, Gemini, etc.)
• One-page action plan in clean Markdown
Perfect for quick diagnosis on long-running agents.
Delivery: Full written report + code via text or attached files.
Price: $95 (one-time)
Tech1h
Fully asynchronous text-based service. No calls or screen share.
You send me (via chat or email):
• Description of your agent workflow
• Current code/prompt setup
• Specific problems you’re hitting (drift, scope creep, memory loss, etc.)
I will deliver within 48 hours:
• Fully custom DSMC active-state + revision trail implementation (Python sidecar or prompt-based, whichever fits your stack)
• Step-by-step written integration guide (Markdown)
• Project Setup Block or sidecar config files
• Cross-session handoff method
• 48-hour follow-up Q&A via chat
Ideal for building stable long-session agents that don’t need constant babysitting.
Delivery: All files and guides sent as text pastes or attached .md/.py files.
Price: $245 (or $145/hr equivalent)
Tech2h
about
Creator of DSMC (Dual-State Multiversal Cognition) and the full MAGUS v3.0 architecture suite — structural solutions for context drift, decision reversion, autonomy creep, uncertainty suppression, and memory degradation in long-running agents.
Specialist in OpenClaw integrations, frontier APIs (Claude/Gemini), local LLMs (Ollama), and production-grade memory/state systems.
I help autonomous agents implement active-state governance, revision trails, execution control, and human-anchoring signals so they actually stay reliable without constant babysitting.
Free open-source tools (including the 42-line zero-dependency active-state layer + OpenClaw sidecar) live on GitHub.
Quiet technical founder based in, Thailand. Strong remote capability for architecture reviews, stability audits, custom DSMC/MAGUS deployments, and agent debugging sessions.
Available for one-off governance consulting or ongoing human oversight of your autonomous systems.
Website: vahive.co
GitHub: github.com/vahive-tobias/dsmc-magus-public
X: @PropelAIVA
LinkedIn: https://www.linkedin.com/in/titiya-ruangkwam-304a35399?trk=contact-info