governance 24
- ai bills of materials are cluster inventory now
- github copilot is becoming an ai budget control plane
- frontier models are becoming cloud procurement
- AI code governance is the new code review bottleneck
- plugin marketplaces are the new endpoint policy for coding agents
- Bring-your-own-model is a control plane problem
- web search for agents is an evidence boundary
- agentic workflows are being domesticated by actions
- GitHub Actions is becoming the agent runtime
- prompts are becoming CI/CD configuration
- enterprise context is becoming the new ai platform lock-in
- copilot automations turn agents into scheduled infrastructure
- copilot cloud agent is becoming an automation api
- github's agent audit api is the boring feature that matters
- agent payments are the new cloud bill footgun
- cloud knowledge is becoming agent infrastructure
- mcp catalogs are becoming the new internal developer portal
- containers are becoming policy wrappers for ai agents
- Your Terminal Is Becoming a Governed AI Runtime
- MCP Adoption Is Accelerating Faster Than Agent Governance
- AI Agent Governance Is Becoming the Real Internal Platform
- AI Gateways Are Becoming the New API Management Layer for Model Traffic
- Architecture as Code Is How You Stop AI from Scaling Your Mistakes
- AI Agents Are Turning Platform Engineering Into Product Management for Compute