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Guides for operators getting AI off the ground — what works in 2026, what to skip, and how to decide.
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8 guides in Operations

Operations
AI Vendor Management Checklist: Twenty Items, Zero Fluff
AI vendor management in plain language: what works in 2026, what to avoid, and how to decide. Practical guidance from teams shipping AI in production.
#Operations#AI vendor managementJun 1, 2026 4 min
Operations
Prompt Versioning Workflow: Treat Prompts Like Code
Prompt versioning in plain language: what works in 2026, what to avoid, and how to decide. Practical guidance from teams shipping AI in production.
#Operations#prompt versioningMay 25, 2026 4 min
Operations
AI Incident Response: What to Do When the Model Goes Sideways
AI incident response in plain language: what works in 2026, what to avoid, and how to decide. Practical guidance from teams shipping AI in production.
#Operations#AI incident responseMay 18, 2026 4 min
Operations
Handing Off an AI Project From Vendor to Internal Team
AI vendor handoff in plain language: what works in 2026, what to avoid, and how to decide. Practical guidance from teams shipping AI in production.
#Operations#AI vendor handoffMay 12, 2026 4 min
Operations
Scaling AI From Pilot to Production: The Gap Nobody Plans For
Scaling AI production in plain language: what works in 2026, what to avoid, and how to decide. Practical guidance from teams shipping AI in production.
#Operations#scaling AI productionMay 5, 2026 4 min
Operations
Building an AI Product Roadmap When the Model Layer Keeps Moving
AI product roadmap in plain language: what works in 2026, what to avoid, and how to decide. Practical guidance from teams shipping AI in production.
#Operations#AI product roadmapApr 28, 2026 4 min
Operations
AI Team Org Structure: Pod, Platform, or Embedded?
AI team structure in plain language: what works in 2026, what to avoid, and how to decide. Practical guidance from teams shipping AI in production.
#Operations#AI team structureApr 22, 2026 4 min
Operations
Managing a Distributed AI Team Without Losing Velocity
Manage AI team in plain language: what works in 2026, what to avoid, and how to decide. Practical guidance from teams shipping AI in production.
#Operations#manage AI teamApr 15, 2026 4 min
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