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samotage/README.md

Sam Sabey · otageLabs

Founder of otageLabs — building production AI systems that solve real business problems.

What I build

AI-Native Applications — Full-stack production systems with intelligence built in from the ground up. Not demos. Not prototypes. Systems that run.

Agentic Automation — Services as software. Manual processes turned into autonomous systems that monitor, decide, notify, and act.

Document Intelligence — RAG platforms where every answer traces back to its source. Citation fidelity as a first-class architectural principle.

Dev Orchestration Tooling — The infrastructure layer for AI-assisted development. Multi-session task management, context tracking, structured workflows.

Currently shipping

  • RAGlue — Citation-native document intelligence platform
  • claude-headspace — Real-time AI agent observability dashboard
  • Multi-platform automation — Agentic monitoring and alerting across channels

Background

30 years shipping production software. Enterprise architecture across Asia Pacific. Two startups built from scratch — hardware to software to operations. Now building the systems that make AI actually work for businesses.

→ otagelabs.com · Melbourne, Australia

Pinned Loading

  1. claude_monitor claude_monitor Public

    Claude session monitoring tool — tracks active Claude processes, session state, and development activity in real time.

    Ruby 1 1

  2. cursor-openspec-workflows cursor-openspec-workflows Public

    SOP commands for Cursor that automate the OpenSpec change workflow. Handle the full development lifecycle: preflight checks, starting work units, creating proposals, reviewing diffs, running tests,…

    Shell