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February 2026

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Agno Provider — Full AI Agent Support

The Agno provider now supports the complete AI agent lifecycle:
  • Agents and Teams — Deploy AI agents with instructions, tools, and multi-agent teams with coordination
  • Language Models — Configure Anthropic (Claude) and OpenAI (GPT) models as managed resources
  • Tools — Integrate MCP servers and web search capabilities into agents
  • Knowledge Bases — Document ingestion with vector search for RAG pipelines
  • Memory and Storage — Persistent agent memory and file storage
  • Database — Managed PostgreSQL instances for agent state
  • Runner — Agent deployment and runtime management

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Soft Detach Deletion

Deleting a resource no longer cascade-deletes its dependents. Instead, dependents are detached — their dependency references are removed and they are sent back to the provider for update. Providers decide whether resources can continue without the deleted dependency. Owner references still follow cascade deletion for parent-child resource relationships.

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Web UI Graph Editor

The web interface now includes a real-time graph editor with:
  • Live resource state updates via server-sent events
  • Visual dependency graph with interactive navigation
  • Inline resource editing and configuration

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January 2026

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Reactive Dependencies

Resources can now reference other resources’ outputs through FieldReferences and Dependency[T] declarations. When a dependency updates, all dependents are automatically re-processed.
  • FieldReference — Reference a single output field from another resource
  • Dependency[T] — Provider receives the entire resolved resource
  • Order-independent apply — Resources can be applied in any order; pending dependencies resolve automatically
  • Change propagation — Updates cascade through the dependency graph

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File Resources

New built-in pragma/file resource type for uploading and managing files:
  • @path CLI syntax for inline file uploads in YAML configs
  • upload_file() SDK method for programmatic uploads
  • File outputs include download URLs, checksums, and metadata

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GCP CloudSQL Provider

New gcp/cloudsql resource for managing Cloud SQL database instances.

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Kubernetes Deployment Provider

New kubernetes/deployment resource for managing Kubernetes Deployments.

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CLI Improvements

  • --draft flag — Resources are deployed by default; use --draft to save without provisioning (replaces previous --pending flag)
  • delete -f — Delete resources defined in a YAML file
  • tags command — Add, remove, and list tags on resources
  • Idempotent apply — Re-applying identical configuration is a no-op

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SDK Updates

  • upload_file() method for file uploads
  • Dependency[T] and FieldReference types for provider authoring
  • owner_references support for cascade deletion patterns