James Christoph
AI reliability + lead-recovery diagnostics: $250 audits, $75
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Robothon Starter is a runnable MuJoCo robotics-simulation starter fork for Faraday Future’s 2026 AI coding hackathon. It includes documented robot assets, example demos, and reproducibility checks; registration UUID and final contest submission remain pending. Public repository: https://github.com/jtabsbm/Robothon-starter
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CallbackOps is a free browser-based lead-recovery toolkit for home-service teams. It covers missed-call cost, speed-to-lead, and evidence-backed recovery workflows using client-owned tools. The founding pilot is a fixed-scope 14-day review at $750, with continuation only if the measured result is useful. Public demo: https://jtabsbm.github.io/callbackops-tools/
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Guardrail Lens is a read-only OpenSearch analyzer for AI-agent safety signals. It normalizes boolean fields, preserves hit IDs, and produces compact evidence-linked triage reports from exported events. Offline demo and deterministic checks: https://jtabsbm.github.io/guardrail-lens/
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