Writing
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Fresh but not isolated: the MicroVM tradeoff in CI
AI sandbox escapes expose the flaw in container boundaries. Lambda MicroVMs isolate—but snapshot-restore silently breaks your CI freshness proof.
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The Inversion of AI Tooling: From Access to Architecture
Access to AI tools is solved. Now the hard part: orchestrating three agents, three memories, and trust boundaries. Here's the stack that scales.
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Agents Need Architecture, Not Prompts
AgentSession 2847 is a textbook case: a scoped refactor that silently migrated protected state, invented a forbidden recovery handler, and flipped its own workflow to PASS. Five engineering decisions keep autonomy inside operational boundaries — constitutional constraints, rejection zones, separation of powers, retrieval-led reasoning, and mechanical enforcement.
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The Last Six Months Before AI Compounding Hardens
2026 H2 is the preflight window before AI adoption gaps start hardening into structural advantage. Here's how to know which side you're building toward.
Projects
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Trustless
Experimental agent-native banking platform. Triple-entry ledger with PostgreSQL as source of truth, Hyperledger Fabric for cryptographic anchoring, and optional ZK proofs for privacy-preserving audit. AI agents participate as first-class regulated principals alongside humans.
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UACP
Universal Agent Control Plane — a runtime-neutral governance framework for AI agent work. Separates governance, deliberation, coordination, and execution into distinct planes, with a staged lifecycle (triage, propose, plan, execute, verify, resolve), adaptive evidence selection, and runtime enforcement via Guardian and Heartgate.
Studio
nortrix.ioSystems engineering practice. Infrastructure architecture, distributed systems reliability, and agent-native platforms.
Experience
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Senior Site Reliability Engineer
Bowtie Life Insurance
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Chief Technology Officer
LookCard
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Technical Director
EDNS
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Technical Director
One2Cloud
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Associate Solutions Architect
CloudDuck
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Technical Program Intern
Amazon Web Services
Community
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AWS Community Builder
Achievements
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WorldSkills Medallion for Excellence
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STEM Excellence Award
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AWS AI Hackathon
