AAIF Ambassador Cohort 2026
About This Publication
thinkinginsidethebox.ai is where Vincent Caldeira publishes agentic AI articles — solo or co-authored — as part of the Agentic AI Foundation Ambassador program. The site covers enterprise agent architecture, open protocols, and the engineering practices needed to run autonomous systems safely in production.
Editorial Philosophy
In consumer design, "thinking outside the box" is praised. In regulated enterprise environments — especially financial services — letting autonomous agents run unconstrained is an operational and security risk. For agentic AI to be trusted in production, we must design systems where agents reason, plan, and execute inside strict, deterministic, and inspectable boxes.
Topics
This publication focuses on the following editorial themes:
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Agentic Safety
Runtime safety, policy enforcement, and governance patterns for production agentic systems.
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Metacognition
Self-correcting cognitive loops and reflective reasoning inside bounded permissions.
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Evaluation Driven Development
Testable, measurable agent behavior validated through structured evaluation harnesses.
AAIF & Open-Source Projects
Articles frequently reference and contribute to these open projects:
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MCP
Model Context Protocol — interoperable tool and context integration for agents.
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agentgateway
Architectural control plane for intercepting and governing agent tool execution.
About the Author
Vincent Caldeira
Red Hat APAC CTO · Columbia University Visiting Scholar · AAIF Ambassador
Vincent Caldeira, Red Hat APAC CTO and Industry Visiting Scholar at Columbia University, drives tech strategy and emerging technology engineering. A Top 10 APAC CTO (2023) with 20+ years in finance IT, he is an authority on open source, cloud-native technologies and AI. Vincent holds leadership roles across the Linux Foundation (FINOS, LF AI & Data, Agentic AI Foundation, CNCF) and GSF, championing AI safety, sustainability, and digital sovereignty.
Brand Mascot
Vince the Validator
Publication brand emblem
Vince the Validator is the visual emblem of thinkinginsidethebox.ai — a minimalist robot who guides agent reasoning safely inside the Box. The mascot represents the publication's brand identity and is distinct from Vincent Caldeira, the author and AAIF Ambassador behind the articles.