Measure useful work per watt.
Evaluate small-model orchestration, CPU scheduling, privacy-preserving offload, RAM ceilings and realistic workloads.
ENTERPRISE / RESEARCH / COLLABORATIONStop buying more compute
Stop buying more compute
to hide inefficient architecture.
XERXES SI invites technical evaluation, hardware research and integration discussions around agent isolation, XMAN resource governance, SIDE development workflows and future synthetic-intelligence systems.
A PROPOSAL TO PLATFORM BUILDERSGive us a real constraint.
Give us a real constraint.
We'll build a measurable experiment.
CPU limits. Tight RAM budgets. Privacy restrictions. Mixed agent frameworks. Hardware costs. Instead of promising miracles, we propose reproducible tests: correctness, task completion, latency, token usage, memory and energy.
Explore SIDE integration ↗01CORRECTNESS
02MEMORY
03LATENCY
04ENERGY
05TOKEN COST
THE ASK
Partners should demand a demonstration.
Bring a runtime. Keep your IP.
Explore secure integration behind framework-independent policy APIs rather than rebuilding an entire surrounding system.
Manage risk without stopping work.
Assess operator approvals, secure deployment, agent lifecycle, logging, recovery and isolated development labs.
No partnership or endorsement by NVIDIA, OpenAI, xAI, Cloudflare, Tailscale or any other referenced company is asserted. This is an independent XERXES SI concept site.
THE NEXT STEP
We’re interested in engineering, not ceremony.
Technical reviewers and prospective collaborators can start with the founder’s position and the comparative evidence.
TECHNICAL PARTNERS / LABORATORIES / INVESTORS
Fund the benchmark, not the adjective.
Clawsolator is designed to turn a difficult configuration problem into a testable system: measured setup steps, runtime isolation, authorization latency, policy denials, operator workload, resource cost and reproducible releases. We welcome engineers who want to verify improvements—or integrate stronger components where they exist.
SECURITY
Demonstrate least privilege
Test host isolation, denied network calls, malicious skill behavior, role separation and approved privileged actions under a published threat model.
EFFICIENCY
Account for every watt and token
Compare agent steps, latency, energy per result, memory budget and unnecessary repeated operations against a reproducible baseline.
DEVELOPMENT
Use SIDE as a research multiplier
Build and qualify experiments in SIDE, execute bounded agent workers through Clawsolator, and report successes and failures with source artifacts.
See the SIDE development pipeline → Review standards and licensing principles →
Straight answers / technical briefing
Questions engineers and executives actually ask
What is the investment or integration opportunity?
The proposed platform combines agent operations, independent policy decisions, reproducible deployment and development tooling. Partners can evaluate its feasibility through demonstrations and measured benchmarks for safety, latency, resource use and recovery—not unverified AGI claims.
Can Clawsolator integrate other AI frameworks?
The architecture is intended to be framework-independent, with OpenClaw as one current integration. Specific integrations should be validated with compatible tool adapters, scoped permissions and deployment tests before being described as production-ready.