The daily firehose — everything the toolchain shipped today, already filtered.
// HOW THIS ISSUE IS MADE
We read every release from the 174 tools on our watchlist at the source — GitHub and GitLab release notes, vendor release pages and changelogs, project blogs and feeds, vendor press releases, and the source code behind the tag. Bug-fix-only releases and non-product newsroom noise are dropped; what's left is summarized down to the new capability, how to try it, and any screenshots or videos the release itself published. Every entry links to the sources it was built from.
Agno v2.5.6 adds GitHub App auth for knowledge sources, HEIC/HEIF uploads, approval endpoints, and advanced trace filtering DSL.
└──▷ GET THIS VERSION
$ git clone --branch v2.5.6 https://github.com/agno-agi/agno.git
# already have the repo? check out this version:$ git checkout v2.5.6
└──▷ USE IT
Import Gmail tools from the new sub-package structure after the Google tools restructure.
python
from agno.tools.google import GmailTools
tools = GmailTools()
›Adds GitHub App authentication to GitHubConfig via app_id, installation_id, and private_key parameters, with thread-safe token caching and both sync/async variants, in addition to existing personal access token support.
›Adds image/heic and image/heif MIME type support to file upload endpoints.
›Adds an approval status endpoint and admin-gated continue-run enforcement for agent workflows.
›Adds advanced filtering DSL support for Traces in Agent OS.
›Restructures Google tools into the agno.tools.google sub-package, enabling imports such as from agno.tools.google import GmailTools; old import paths remain functional via backwards compatibility.
+1 moreshow less
›Adds tasks: List[TaskData] field (containing id, title, description, status, assignee, dependencies, result) and completion_summary to TaskStateUpdatedEvent for structured task data in TeamMode.tasks streaming.
langchain-huggingface 1.2.1 adds text_inputs and text_outputs fields to model profiles.
└──▷ GET THIS VERSION
$ git clone --branch langchain-huggingface==1.2.1 https://github.com/langchain-ai/langchain.git
# already have the repo? check out this version:$ git checkout langchain-huggingface==1.2.1
›Adds text_inputs and text_outputs fields to model profiles, enabling explicit declaration of text input/output surfaces per model.
LangGraph CLI gains a keep_latest prune strategy for ThreadTTLConfig and checkpointer config passthrough.
└──▷ GET THIS VERSION
$ git clone --branch cli==0.4.14 https://github.com/langchain-ai/langgraph.git
# already have the repo? check out this version:$ git checkout cli==0.4.14
›Adds keep_latest prune strategy to ThreadTTLConfig, giving finer control over which threads are retained when TTL cleanup runs.
›Passes checkpointer config through to the CLI, enabling checkpointer settings to be applied via CLI invocation.
›Replaces Discord thread fixed-TTL lifecycle with inactivity (idleHours, default 24 h) and optional hard maxAgeHours controls; adds /session idle and /session max-age commands.
›Adds per-DM Telegram topic config (direct + topic allowlists, dmPolicy, skills, systemPrompt, requireTopic) with topic-aware authorization and debounce.
+14 moreshow less
›Makes OpenAI Responses transport WebSocket-first by default (transport: "auto" with SSE fallback) and adds optional WS warm-up via params.openaiWsWarmup.
›Adds new optional diffs plugin tool for read-only diff rendering from before/after text or unified patches, with gateway viewer URLs for canvas and PNG output.
PydanticAI v1.64.0 adds template=False on PromptedOutput and NativeOutput to suppress schema prompts.
└──▷ GET THIS VERSION
$ git clone --branch v1.64.0 https://github.com/pydantic/pydantic-ai.git
# already have the repo? check out this version:$ git checkout v1.64.0
└──▷ USE IT
Suppress the auto-generated schema prompt on a structured output when you are supplying your own formatting instructions.
python
from pydantic_ai import PromptedOutput
output = PromptedOutput(MyModel, template=False)
›Adds template=False parameter to PromptedOutput and NativeOutput to disable automatic schema prompt injection when you want full control over the model prompt.
Semantic Kernel Python 1.40.0 adds support for (Azure) OpenAI realtime audio models.
└──▷ GET THIS VERSION
$ git clone --branch python-1.40.0 https://github.com/microsoft/semantic-kernel.git
# already have the repo? check out this version:$ git checkout python-1.40.0
›Adds support for OpenAI and Azure OpenAI realtime audio models in the Python SDK.
Lightweight coding agent that runs in your terminal
Codex CLI gains thread forking for sub-agents, configurable memories, multimodal custom tools, and richer voice device controls.
└──▷ GET THIS VERSION
$ git clone --branch rust-v0.107.0 https://github.com/openai/codex.git
# already have the repo? check out this version:$ git checkout rust-v0.107.0
└──▷ TRY IT
Hard-wipe all saved memory state when you want a clean slate — useful after major project switches or corrupted memory accumulation.
$ codex debug clear-memories
›Adds thread forking into sub-agents, letting you branch work from the current conversation without losing context.
›Enables microphone and speaker device selection for realtime voice sessions, with persistent device preferences and improved transcription-aligned audio format.
›Supports multimodal output (including images and structured content) from custom tools, beyond plain text.
›Introduces configurable memories and a new codex debug clear-memories command to fully reset saved memory state.
›Exposes richer model availability and plan-upgrade metadata in the app server, surfacing plan-gated models with tooltips in the TUI.
+1 moreshow less
›Adds an ephemeral field to the Thread object in the app-server API.
Pi v0.55.4 adds live tool registration, per-tool system-prompt injection via promptSnippet and promptGuidelines.
└──▷ GET THIS VERSION
$ git clone --branch v0.55.4 https://github.com/earendil-works/pi.git
# already have the repo? check out this version:$ git checkout v0.55.4
└──▷ USE IT
Dynamically register a tool mid-session so the LLM can use it immediately without restarting or running /reload.
typescript
pi.registerTool({
name: "lookup",
description: "Look up a value",
promptSnippet: "lookup: fetches live data by key",
promptGuidelines: "Use lookup when the user asks for real-time data.",
execute: async (args) => { /* … */ }
});
›Enables runtime tool registration that takes effect immediately in active sessions — tools added via pi.registerTool() are available to pi.getAllTools() and the LLM without /reload.
›Adds promptSnippet field to ToolDefinition for injecting a one-line entry into the default system prompt's Available tools section while the tool is active.
›Adds promptGuidelines field to ToolDefinition so active tools can append tool-specific bullets to the default system prompt's Guidelines section.
›Supports custom tool renderers that suppress transcript output cleanly, leaving no blank rows or empty footprint in interactive rendering.
Arize Phoenix 13.7.0 updates the container image base to Debian 13.
└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-v13.7.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:$ git checkout arize-phoenix-v13.7.0
›Updates the official container image base to Debian 13.
arize-phoenix-otel now supports Python 3.10 through 3.14
└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-otel-v0.15.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:$ git checkout arize-phoenix-otel-v0.15.0
›Extends arize-phoenix-otel compatibility to Python 3.10, 3.11, 3.12, 3.13, and 3.14.
Phoenix client v1.30.0 adds GET endpoints for the sessions REST API.
└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-client-v1.30.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:$ git checkout arize-phoenix-client-v1.30.0
›Adds GET endpoints for the sessions REST API, enabling programmatic retrieval of session data.
Phoenix v13.6.0 adds inline document annotation for retriever spans and CLI sessions commands for multi-turn conversations.
└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-v13.6.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:$ git checkout arize-phoenix-v13.6.0
›Adds sessions and session subcommands to the CLI for multi-turn conversation support.
›Adds inline document annotation UI for retriever spans in the app.
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