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.
$ git clone --branch v2.3.9 https://github.com/agno-agi/agno.git
# already have the repo? check out this version:$ git checkout v2.3.9
└──▷ USE IT
Replay or correlate a specific agent run by pinning its ID, useful for audit trails and deterministic testing.
python
result = agent.run(
"Enumerate open ports on 10.0.0.1",
run_id="pentest-2025-07-01-recon"
)
›Adds AsyncMySQLDb class with support for the asyncmy driver, enabling fully async MySQL storage.
›Adds AgentAsJudgeEval — an LLM-as-judge evaluation system that scores agent outputs against custom criteria using binary (pass/fail) or numeric (1–10) scoring, with support for standalone runs, post-hooks, background execution, and custom evaluator agents.
›Adds run_id parameter to the run and arun methods on Agent, Team, and Workflow classes, allowing callers to supply a deterministic run ID instead of auto-generating one.
›Adds create_schema=False parameter to database initializers (e.g. PostgresDb) to skip automatic schema creation for externally managed schemas.
›Adds introduction parameter to Agent and Team to set the first assistant message in a conversation.
+4 moreshow less
›Adds reasoning_content field to DeepSeek messages, enabling thinking mode when tools are active.
›Extends get_step_output() with recursive search so it finds steps nested inside Parallel, Condition, Router, Loop, and Steps groups.
›Adds native sync support for all add_content_ functions in Knowledge, replacing the previous asyncio-wrapping workaround.
›Adds support for reasoning messages from OpenRouter.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
CrewAI 1.7.0 adds comprehensive async support across flows, crews, tasks, tools, memory, knowledge, and LLMs.
└──▷ GET THIS VERSION
$ git clone --branch 1.7.0 https://github.com/crewAIInc/crewAI.git
# already have the repo? check out this version:$ git checkout 1.7.0
└──▷ USE IT
Run a full crew asynchronously to avoid blocking the event loop in an async application or service.
LangGraph CLI 0.4.8 adds webhook configuration and custom encryption at rest.
└──▷ GET THIS VERSION
$ git clone --branch cli==0.4.8 https://github.com/langchain-ai/langgraph.git
# already have the repo? check out this version:$ git checkout cli==0.4.8
›Adds webhook configuration support to the CLI.
›Supports custom encryption at rest for stored data.
llama.cpp b7337 adds GGML_BACKTRACE_LLDB env var for lldb-based backtraces on macOS.
└──▷ GET THIS VERSION
$ git clone --branch b7337 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:$ git checkout b7337
›Adds GGML_BACKTRACE_LLDB environment variable to enable lldb-based backtrace printing on macOS, replacing the default that could cause terminal crashes.
└──▷ BREAKING ON UPGRADE
!Linux releases will switch from .zip to .tar.gz archives — deployment scripts that reference .zip paths will need to be updated.
llama.cpp b7332 adds full readline-style console editing with history navigation, word movement, and Delete key support.
└──▷ GET THIS VERSION
$ git clone --branch b7332 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:$ git checkout b7332
›Adds KEY_CTRL_ARROW_LEFT and KEY_CTRL_ARROW_RIGHT word-jump navigation to the interactive console, parsing ANSI sequences 1;5D/1;5C on Linux and dwControlKeyState CTRL modifier on Windows.
›Adds Delete key support to the console — VK_DELETE on Windows and ESC[3~ sequence on Linux — enabling forward character deletion with full UTF-8 support.
›Adds arrow-left/right in-line editing to the console with UTF-8 support, plus Home/End key support on both Windows and Linux.
›Adds bash-style history navigation: Up/Down arrows browse history, edits to any history line persist per-session, and pressing Enter appends the edited version as a new history entry.
└──▷ BREAKING ON UPGRADE
!Linux release archives will change from .zip to .tar.gz format — deployment scripts that unzip Linux releases will need to be updated.
llama.cpp b7331 adds CANN backend support for partial RoPE and Vision mode rotation in vision-language models.
└──▷ GET THIS VERSION
$ git clone --branch b7331 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:$ git checkout b7331
›Adds CANN backend support for partial RoPE (rope_dims < ne0), splitting tensors into rotated head and unrotated tail portions to handle modern model architectures.
›Adds CANN backend support for GGML_ROPE_TYPE_VISION mode, enabling full-tensor rotation with Vision-style dimension pairing (dimension i paired with i+n_dims) for vision-language models.
›CANN RoPE implementation now supports both F32 and F16 data types with intermediate F32 conversion, and handles both contiguous and non-contiguous tensor layouts.
›Improves CANN cache invalidation logic to include rope_dims and indep_sects parameters.
└──▷ BREAKING ON UPGRADE
!Linux releases will switch from .zip archives to .tar.gz archives — deployment scripts that unzip Linux release artifacts will need to be updated.
Arize Phoenix v12.22.0 adds a span note function to the Python client.
└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-v12.22.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:$ git checkout arize-phoenix-v12.22.0
›Adds a span note function to the Python client, enabling programmatic annotation of spans.
Phoenix v12.21.0 adds a span notes endpoint for annotating trace spans via API.
└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-v12.21.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:$ git checkout arize-phoenix-v12.21.0
›Adds a span notes endpoint, enabling programmatic creation and retrieval of notes on trace spans.
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