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Add strict typing and mypy config; update type annotations and dev dependencies (#890)

* Fix mypy errors in core modules

* Install mlx on all CI Python versions (#892)

* Type-check secrets module and narrow mypy override (#893)

* Type-check secrets module and narrow mypy override

* Bump GitHub Actions cache keys (#894)

* Close async resources on owning loop (#896)

* Stabilize vendor engine load test (#897)

* Type deploy AWS module for mypy (#898)

* Improve server typing for mypy cleanup (#899)

* Fix strict mypy types in memory and hub helpers (#900)

* Type annotate memory manager methods (#901)

* Lazy-load tiktoken in vendor token counting (#902)

* Tighten server typing for mypy (#903)

* Type-check MCP router module (#904)

* Advance memory mypy cleanup (#905)

* Tighten typing in avalan.memory (partitioner + permanent) (#906)

* Improve memory mypy typing

* Fix code partitioner malformed class handling

* Fix mypy signatures in vector memory backends (#907)

* Fix mypy types for pgsql memory (#908)

* Improve CLI typing for mypy (#909)

* Use CLI theme type in command handlers (#910)

* Fix typing in CLI download and main (#911)

* Improve CLI typing baseline (#912)

* Tighten typing in cli download (#913)

* Fix mypy types in CLI download progress (#914)

* Fix cli model typing issues (#915)

* Align CLI theme typing interfaces (#916)

* Fix mypy issues and typing in avalan.cli (agent & model commands) (#917)

* Fix mypy issues in cli commands

* Restore rich tool spinner in model output

* Fix mypy strictness issues across avalan.cli theme rendering (#918)

* Fix mypy issues in CLI theme

* Preserve fractional elapsed precision in CLI logs

* Improve agent typing strictness (#919)

* Improve agent typing strictness

* Fix agent token count consistency

* Tighten mypy typing in agent module (#920)

* Tighten mypy typing in agent module

* Fix loader tools default and engine input shape

* Tighten model typing for stream and criteria (... (continued)

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