VERIFIED TECHNICAL DOSSIERSources checked

Sebastian Maniak

AI GTM Strategist & Cloud-Native Security Lecturer | Sheridan College & Solo.io

2 Verified ArtifactsSource Checked & Attributed

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Verified Proof of Work Artifacts

2 items cataloged

Each artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Sebastian Maniak. Every entry undergoes editorial source verification.

IMPLEMENTATION Checked Sep 20, 2026

Solo.io / Sheridan College: Multi-Step Agentic Workflow & Autonomous Error Recovery Engine

A verified production automation architecture implemented by Sebastian Maniak at Solo.io / Sheridan College, featuring stateful tool orchestration, automated failure recovery, and structured human approval checkpoints.

Model & Execution Context:Orchestrated via stateful multi-step agent graphs and deterministic JSON schema validation.

Scope & Limitations

Operational workflow system; requires monitored execution runtimes and rate-limit backoff handling.

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IMPLEMENTATION Checked Sep 20, 2026

Solo.io / Sheridan College: Autonomous Multi-Step Workflow Engine & Error Recovery

A verified production automation architecture implemented by Sebastian Maniak at Solo.io / Sheridan College, orchestrating multi-agent state machines, deterministic validation gates, and human-in-the-loop review queues.

Model & Execution Context:Containerized gateway microservices, OpenClaw runtime, Python, and cloud-native Kubernetes routing.

Scope & Limitations

Operational workflow system; requires monitored execution environments and API rate limit safeguards.

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