The AI Toolchain — issue -282, November 8, 2025

Agno v2.2.10 adds run_context as the standard state-sharing parameter across Workflows and introduces yield_run_output for Agent/Team runs.

$ git clone --branch v2.2.10 https://github.com/agno-agi/agno.git
# already have the repo? check out this version:
$ git checkout v2.2.10

from agno.workflow import Workflow, RunContext

def my_step(run_context: RunContext) -> str:
    run_context.state['processed'] = True
    return 'done'

wf = Workflow(steps=[my_step])
wf.run()

for event in agent.run('Summarise this report', yield_run_output=True, stream=True):
    print(event)

• ›Adds yield_run_output flag on Agent/Team run/arun functions as the replacement for the to-be-deprecated yield_run_response.
• ›Promotes run_context as the recommended parameter for reading and modifying state across all Workflow surfaces — Agents, Teams, tools, steps, and custom Python functions used in steps.
• ›Improves event streaming from custom executor steps inside Workflows, including better handling of Agent/Team events emitted by a custom executor.

The open source coding agent.

OpenCode v1.0.45 adds .opencode/ directory config support and Ghostty terminal key bindings via opentui 0.1.39.

$ git clone --branch v1.0.45 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.0.45

• ›Supports reading opencode.json(c) config from a .opencode/ directory, enabling project-scoped config organization.
• ›Adds shift/ctrl+return/esc key binding support in Ghostty terminal via opentui 0.1.39 custom CSI sequences.
• ›Routes polaris-alpha models to the polaris system prompt for consistent behavior.

Qwen Code v0.2.0-nightly adds TodoWriteTool and TaskTool support to the Zed editor integration.

$ git clone --branch v0.2.0-nightly.20251108.3c01c715 https://github.com/QwenLM/qwen-code.git
# already have the repo? check out this version:
$ git checkout v0.2.0-nightly.20251108.3c01c715

• ›Adds TodoWriteTool and TaskTool support to the Zed editor integration.

Milvus 2.4.24 adds DDL deny rules via database properties and new DDL rate quota configurations.

$ git clone --branch v2.4.24 https://github.com/milvus-io/milvus.git
# already have the repo? check out this version:
$ git checkout v2.4.24

• ›Adds DDL rate type and related quota configurations to control DDL operation throughput.
• ›Supports denying DDL operations according to database property, enabling per-database DDL lockdown.
• ›Makes segment prune config refreshable at runtime without restart.

$ git clone --branch v2.5.21 https://github.com/milvus-io/milvus.git
# already have the repo? check out this version:
$ git checkout v2.5.21