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Work Samples

Client engagements

A human-gated, audit-logged multi-agent pipeline

A multi-agent pipeline that processed a document library in parallel under a fixed work plan, gated every wording change behind a human reviewer, wrote an audit log before touching any file, and resumed from its checkpoints after interruption.

multi-agenthuman-in-the-loopaudit-loggingdurable-execution
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Tools and patterns

Backchain Plugins

Open-source agent skills implementing the agentskills.io specification. Portable across compatible harnesses.

agent-skillsclaude-code
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Advisors

Panel of five role-specialized skills (visionary, skeptic, operator, ethicist, subject expert). Each analyzes a decision independently; an orchestrator synthesizes the outputs and preserves dissent.

agent-skillsmulti-agentdecision-support
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Advisors Evaluation Framework

LLM evaluation harness using assertion-based LLM-as-judge under claude --bare clean-room isolation. Extends the agentskills.io single-skill eval pattern to multi-skill and orchestrator evaluation.

llm-evaluationmethodology
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Running a multi-agent pipeline you can't fully audit?

If you're building agent systems that need an audit trail and a human in the loop, email us and we'll see if it fits.