v26.10.08

v26.10.08 (2026-10-24)

Added

• Integrate the complete Agentic framework as the optional native pyfly.agentic
  module, with agents, tools, memory, content ingestion, embeddings, vector stores,
  reasoning, pipelines, workflows, evaluation, security and observability.
• Add application-owned configuration, dependency injection, AgentFactory,
  registries, usage/quota accounting and provider/resource lifecycle management.
  Agent beans must come from their application's factory or receive its runtime
  explicitly; unmanaged and foreign beans fail startup with guidance.
• Add namespaced agentic and agentic-* extras. Existing framework extras keep
  their meanings; the base installation does not require an AI SDK.
• Compose relational, PostgreSQL, MongoDB and pgvector persistence with native
  pyfly.data datasources, clients and transaction managers. Memory operations
  join the application's unit of work and preserve rollback and resource ownership.
• Add agents, tools, workflows and usage/quota views to the admin console, with
  per-application inventories and the console's existing authorization controls.
• Apply the canonical fireflyframework/brand-kit logos, Manrope font, colors and
  favicon throughout pyfly admin, including light, dark and mobile layouts.
• Publish downloadable SHA-256 checksums for every package and book release asset.
• Expose Agentic in CLI project creation, the interactive feature wizard and
  feature management, plus an explicit installer option. Generated Agentic
  applications select the official GitHub Release wheel for their CLI version.

Changed

• Require migration from fireflyframework_agentic to pyfly.agentic without
  legacy aliases. Public APIs use Agent, AgentTool, AgenticConfig, agent
  and agent_tool; see the native migration guide for the complete name map.
• Isolate provider credentials and HTTP-client ownership between applications,
  preserve owner-loop affinity, and close/reopen owned model resources on runtime
  shutdown/restart. Blocking on the owner loop and cross-loop streaming fail
  clearly rather than reusing a client on the wrong loop.
• Exclude nested virtual environments, caches and generated book review artifacts
  from source distributions.
• Await native application events and async memory operations, route managed HTTP
  tools through HttpClientPort, and initialize plugins through native DI and lifecycle.
• Encrypt typed memory content when configured and reject ambiguous legacy
  namespace/schema layouts with explicit migration guidance. Conversation history
  remains process-local; persistent working facts use the configured memory store.
• Reject removed standalone configuration controls instead of accepting settings
  that no longer affect native behavior.
• Keep PostgreSQL JSONB variants executable in Alembic revisions generated on
  SQLite by importing their nested text type.

Documentation

• Integrate every standalone guide and example into the framework documentation,
  with native configuration, DI/lifecycle, migration and local Ollama tutorials.
• Add matching English and Spanish book chapters and runnable companions covering
  agents/tools, knowledge/reasoning and workflow operations.

Standalone repository archival remains gated on publication and verification of
this replacement release and its migration notice.

Full Changelog: v26.10.07...v26.10.08