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The AI Toolchain — issue -213, January 16, 2026

THE AI TOOLCHAIN NO. -213
Tail
THE DAILY RELEASE FIREHOSE
PUBLISHED JANUARY 16, 2026 · EVERY WEEKDAY
EDITIONS tail grep head diff uniq

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.

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$ tct list   # 15 tools matched
AI & LLM Tooling
◆  AI Coding Agents

Anthropic Claude Code

Sources Release notes → v2.1.9 NOTES

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

Claude Code v2.1.9 adds auto:N MCP threshold syntax, plansDirectory setting, external editor in prompts, and richer hook/skill APIs.

└──▷ GET THIS VERSION
$ git clone --branch v2.1.9 https://github.com/anthropics/claude-code.git
# already have the repo? check out this version:
$ git checkout v2.1.9
└──▷ USE IT
Store plan files in a project-local directory so plans are version-controlled alongside your code.
json
# In your Claude Code settings (settings.json)
{ "plansDirectory": ".claude/plans" }
Inject the current session ID into a skill command so downstream scripts can correlate activity back to the Claude session.
json
# In a skill definition
{ "command": "my-audit-tool --session ${CLAUDE_SESSION_ID}" }
  • Adds auto:N syntax to set the MCP tool search auto-enable threshold as a context window percentage (0–100).
  • Adds plansDirectory setting to customize where plan files are stored.
  • Adds external editor support (Ctrl+G) inside AskUserQuestion "Other" input fields.
  • Adds session URL attribution to commits and PRs created from web sessions.
  • Enables PreToolUse hooks to return additionalContext directly to the model.
+1 moreshow less
  • Adds ${CLAUDE_SESSION_ID} string substitution so skills can access the current session ID.
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Charm Crush

Sources Release notes → v0.33.2 NOTES

Glamourous agentic coding for all

Crush v0.33.2 adds clipboard image paste directly into the chat editor.

└──▷ GET THIS VERSION
$ git clone --branch v0.33.2 https://github.com/charmbracelet/crush.git
# already have the repo? check out this version:
$ git checkout v0.33.2
  • Supports pasting images from the system clipboard directly into the Crush chat editor.
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GitHub Copilot CLI

Sources Release notes → v0.0.384 NOTES

GitHub Copilot CLI v0.0.384 adds background delegation, /cd alias, extended thinking, cross-session memory, and proxy improvements.

└──▷ GET THIS VERSION
$ git clone --branch v0.0.384 https://github.com/github/copilot-cli.git
# already have the repo? check out this version:
$ git checkout v0.0.384
└──▷ TRY IT
Delegate a long-running task to run in the background without blocking your current session.
$ & summarize all open pull requests and save the results to pr-summary.md
Switch working directory using the new shorthand alias instead of /cwd.
$ /cd ~/projects/my-repo
  • Adds & prefix shortcut to delegate prompts to run in the background, equivalent to the existing /delegate command.
  • Adds /cd as an alias for the /cwd command.
  • Enables extended thinking for Anthropic Claude models.
  • Injects repo memories into the prompt and adds a memory storage tool to remember facts across sessions.
  • Allows users to configure reasoning effort for GPT models.
+9 moreshow less
  • Files created by the CLI are now available for @-mention.
  • Supports proxy URLs without a scheme (e.g., localhost:9999).
  • Tab completion now cycles based on the typed prefix rather than the completed text.
  • Selecting 'approve for session' now auto-approves pending parallel permission requests of the same type.
  • Reasoning view setting persists across sessions.
  • Custom agent discovery now follows symbolic links to agent definition files.
  • MCP servers now start correctly for custom agents.
  • Shell commands now display error output when they fail.
  • Screen reader mode shows static text instead of animated spinners during login.
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Block Goose

Sources Release notes → v1.20.0 NOTES

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

Goose v1.20.0 adds ML prompt-injection detection, HTTP proxy support, streaming for Gemini and Vertex AI, and a configurable max-tokens env var.

└──▷ GET THIS VERSION
$ git clone --branch v1.20.0 https://github.com/block/goose.git
# already have the repo? check out this version:
$ git checkout v1.20.0
└──▷ TRY IT
Cap token usage per session to avoid runaway costs when running Goose against large codebases.
$ GOOSE_MAX_TOKENS=4096 goose run --text "Summarize all TODOs in this repo"
Route Goose's provider API calls through a corporate HTTP proxy for environments that block direct outbound traffic.
$ HTTPS_PROXY=http://proxy.corp.example.com:8080 goose run --text "Scan this project for secrets"
  • Adds ML-based prompt injection detection to identify and reduce prompt injection attacks, with tuned confidence levels to lower false-positive rates.
  • Supports HTTP proxy via new proxy configuration, enabling Goose to route traffic through corporate or intercepting proxies.
  • Adds GOOSE_MAX_TOKENS environment variable to cap the maximum tokens sent to the model.
  • Adds streaming support for the Google Gemini provider, reducing latency for long responses.
  • Adds streaming support for the Vertex AI provider.
+8 moreshow less
  • Adds retry logic for model fetching from providers, improving resilience against transient API errors.
  • Adds a hotkey to toggle full tool output display in the UI.
  • Adds frameDomains and baseUriDomains Content Security Policy support for MCP Apps, enabling controlled embedding of external domains.
  • Enables changing the working directory and loaded extensions within the same session window without restarting.
  • CLI now surfaces extension load errors directly, making misconfigured extensions immediately visible.
  • Adds spell-check setting to the desktop UI.
  • Hides advanced recipe options under expandable content, reducing UI clutter for common workflows.
  • Caches tools in ExtensionManager for faster code-execution startup.
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OpenAI Codex CLI

Sources Release notes → rust-v0.87.0 2 RELEASES · 2026-01-16 NOTES STABLE

Lightweight coding agent that runs in your terminal

Codex CLI v0.87.0 adds multi-ID collaboration waits, user-snapshot shell execution, and TUI approval surfacing for spawned threads.

└──▷ GET THIS VERSION
$ git clone --branch rust-v0.87.0 https://github.com/openai/codex.git
# already have the repo? check out this version:
$ git checkout rust-v0.87.0
  • Enables collaboration wait calls to block on multiple IDs in a single request, simplifying multi-thread coordination.
  • Runs user shell commands under the user snapshot so aliases and shell config are honored.
  • Surfaces approval requests from spawned/unsubscribed threads directly in the TUI.
  • Adds user message metadata (text elements and byte ranges) round-tripping through protocol, app-server, and core so UI annotations survive history rebuilds.
1 more release in this issue · 2026-01-16
rust-v0.86.0 NOTES STABLE

Codex CLI adds SKILL.toml metadata support and explicit web search disable control.

└──▷ GET THIS VERSION
$ git clone --branch rust-v0.86.0 https://github.com/openai/codex.git
# already have the repo? check out this version:
$ git checkout rust-v0.86.0
└──▷ TRY IT
Define skill metadata for your project so it appears correctly in the Codex TUI and app server.
$ # Place SKILL.toml at your project root:
cat SKILL.toml
# name = "My Skill"
# description = "Does X and Y"
# icon = "🔍"
# brand_color = "#FF6600"
# default_prompt = "Start by summarizing the repo."
  • Adds SKILL.toml support for defining skill metadata (names, descriptions, icons, brand color, default prompt) surfaced in the app server and TUI.
  • Enables clients to explicitly disable web search and signal eligibility via a header to align with server-side rollout controls.
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SST OpenCode

Sources Release notes → v1.1.25 2 RELEASES · 2026-01-16 NOTES STABLE

The open source coding agent.

OpenCode desktop app now remembers your last opened project across sessions.

└──▷ GET THIS VERSION
$ git clone --branch v1.1.25 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.1.25
  • Desktop app remembers the last opened project so you resume where you left off.
  • Desktop app truncates long workspace titles for cleaner display.
  • Dialogs now center on the page rather than on the session panel.
1 more release in this issue · 2026-01-16
v1.1.24 NOTES STABLE

OpenCode v1.1.24 adds LiteLLM proxy provider, MCP OAuth redirect URI config, Carbonfox theme, and unified search in the desktop app.

└──▷ GET THIS VERSION
$ git clone --branch v1.1.24 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.1.24
  • Adds LiteLLM proxy provider option for explicit LiteLLM compatibility (litellmProxy).
  • Adds OAuth redirect URI configuration support for MCP servers.
  • Adds Carbonfox theme to the TUI.
  • Adds version display to the session header and /status dialog in the TUI.
  • Adds tab navigation support for question prompts in the TUI.
+5 moreshow less
  • Shows auth URL in the terminal when a browser cannot open in remote sessions.
  • Adds unified search for commands and files in the desktop app.
  • Adds ability to edit project and session titles in the desktop app.
  • Persists workspace order and collapsed state in the desktop app.
  • Adds skeleton loader for sessions in the desktop app.
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All Hands AI OpenHands

Sources Release notes → 1.2.0 NOTES

OpenHands: AI-Driven Development

OpenHands 1.2.0 adds a chat readiness status indicator and doubles the condenser context window default.

└──▷ GET THIS VERSION
$ git clone --branch 1.2.0 https://github.com/All-Hands-AI/OpenHands.git
# already have the repo? check out this version:
$ git checkout 1.2.0
  • Adds a status indicator above the chat UI that shows when a conversation is ready to receive input.
  • Doubles the condenser default max_size from 120 to 240, allowing larger context to be retained before summarization.
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Earendil Works Pi

Sources Release notes → v0.48.0 2 RELEASES · 2026-01-16 NOTES STABLE

AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

Pi v0.48.0 adds shell alias support, extension argument completions, and bash-style prompt template slicing

└──▷ GET THIS VERSION
$ git clone --branch v0.48.0 https://github.com/earendil-works/pi.git
# already have the repo? check out this version:
$ git checkout v0.48.0
└──▷ USE IT
Silence startup banner output for a cleaner experience when piping Pi into scripts or using it in CI
json
# In your Pi config:
"quietStartup": true
Provide tab-completions for custom extension command arguments to speed up practitioner workflows
javascript
pi.registerCommand({
  name: "scan",
  getArgumentCompletions: async (args) => ["--target", "--profile", "--output"],
  execute: async (args) => { /* ... */ }
});
  • New quietStartup setting silences the version header, loaded context info, and model scope line on startup
  • New shellCommandPrefix setting prepends a command to every bash execution, enabling alias expansion in non-interactive shells
  • New editorPaddingX setting controls horizontal padding (0–3) in the input editor
  • Extension commands can now expose argument auto-completions via getArgumentCompletions in pi.registerCommand()
  • Exports getShellConfig so extensions can detect and respond to the user's shell environment
+4 moreshow less
  • Adds bash-style argument slicing for prompt templates
  • Bash tool now displays the configured timeout value in the UI when a timeout is set
  • navigateTree() gains replaceInstructions option to override the default summarization prompt, and a label option to tag branch summary entries
  • Adds thinkingText and selectedBg fields to the theme schema
└──▷ BREAKING ON UPGRADE
  • !Hardware cursor is now disabled by default; the previous opt-out env var PI_NO_HARDWARE_CURSOR=1 is replaced by PI_HARDWARE_CURSOR=1 to opt in.
1 more release in this issue · 2026-01-16
v0.47.0 NOTES STABLE

Pi v0.47.0 adds OpenAI Codex support, an extension input-intercept event, and Tree mode filter shortcuts.

└──▷ GET THIS VERSION
$ git clone --branch v0.47.0 https://github.com/earendil-works/pi.git
# already have the repo? check out this version:
$ git checkout v0.47.0
└──▷ TRY IT
Run Pi against OpenAI's Codex models for allowlisted environments with prompt caching across turns.
$ OPENAI_API_KEY=<your-key> pi --provider openai-codex 'Review this file for hardcoded credentials' src/config.ts
  • Adds OpenAI Codex provider support (gpt-5.1, gpt-5.2, gpt-5.1-codex-mini, gpt-5.2-codex) with prompt caching via session ID and reasoning signature retention across turns — enable with --provider openai-codex.
  • New pi-internal:// URL scheme in the read tool lets the model access internal coding-agent documentation, READMEs, and examples directly.
  • New input event in the extension system allows intercepting, transforming, or fully handling user input before the agent processes it, with result types continue, transform, and handled.
  • Adds input-transform.ts extension example demonstrating input interception patterns including quick mode, instant commands, and source routing.
  • Custom tool HTML export: extensions implementing renderCall/renderResult now render with ANSI-to-HTML color conversion in /share and /export output.
+2 moreshow less
  • Direct filter shortcuts in Tree mode: Ctrl+D (default), Ctrl+T (no-tools), Ctrl+U (user-only), Ctrl+L (labeled-only), Ctrl+A (all).
  • Skill commands (/skill:name) now expand in AgentSession, enabling their use in RPC and print modes and allowing the input event to intercept them before expansion.
└──▷ BREAKING ON UPGRADE
  • !Extensions using Editor directly must now pass TUI as the first constructor argument: new Editor(tui, theme). The tui parameter is available in extension factory functions.
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◆  AI Agent Frameworks

LangChain

Sources Release notes → langchain==1.2.5 NOTES

LangChain 1.2.5 updates the summarization prompt for improved results.

└──▷ GET THIS VERSION
$ git clone --branch langchain==1.2.5 https://github.com/langchain-ai/langchain.git
# already have the repo? check out this version:
$ git checkout langchain==1.2.5
  • Updates the summarization prompt with new default wording.
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OpenAI Agents SDK

Sources Release notes → v0.6.7 NOTES

OpenAI Agents SDK v0.6.7 adds experimental Codex tool integration and enforces max_output_length on shell tool outputs.

└──▷ GET THIS VERSION
$ git clone --branch v0.6.7 https://github.com/openai/openai-agents-python.git
# already have the repo? check out this version:
$ git checkout v0.6.7
└──▷ USE IT
Let an agent delegate coding tasks to Codex CLI on the host machine without any extra configuration.
python
from agents import Agent, Runner
from agents.extensions.experimental.codex import codex_tool

agent = Agent(
    name="codex-agent",
    tools=[codex_tool()],
)

result = Runner.run_sync(agent, "Refactor this function to use async/await")
print(result.final_output)
  • Adds codex_tool() from agents.extensions.experimental.codex — an experimental tool that runs the Codex CLI as a subprocess, making all existing Codex configuration, skills, and capabilities available to agents without additional setup.
  • Enforces max_output_length for shell tool outputs, capping runaway output from subprocess-based tools.
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OpenClaw

Sources Release notes → v2026.1.15 NOTES

Your own personal AI assistant. Any OS.

OpenClaw v2026.1.15 adds plugin OAuth flows, per-agent heartbeats, session DM isolation, Telegram reactions, and browser aria-ref snapshots.

└──▷ GET THIS VERSION
$ git clone --branch v2026.1.15 https://github.com/openclaw/openclaw.git
# already have the repo? check out this version:
$ git checkout v2026.1.15
└──▷ TRY IT
Authenticate a plugin-provided model provider (OAuth or API key) without leaving the CLI.
$ clawdbot models auth login
Check your current model tier selections for security weaknesses flagged by the new audit warnings.
$ clawdbot security audit
Get structured JSON output from daemon lifecycle commands to integrate with scripts or CI pipelines.
$ clawdbot daemon status --json
  • Adds clawdbot models auth login command and a provider auth registry for plugin-driven OAuth and API key flows.
  • Adds session.dmScope configuration for multi-user DM isolation with security audit warnings.
  • Adds per-agent heartbeat configuration with 24-hour duplicate alert suppression.
  • Adds clawdbot security audit warnings for weak model tiers (Haiku, below GPT-5, below Claude 4.5).
  • Stores app node auth tokens encrypted via Keychain (macOS) and SecurePrefs (other platforms).
+18 moreshow less
  • Adds --json output flag for clawdbot daemon lifecycle and install commands.
  • Adds snapshot refs=aria (Playwright aria-ref IDs) enabling self-resolving refs across snapshotact browser workflows.
  • Adds remoteCdpTimeoutMs and remoteCdpHandshakeTimeoutMs settings to tune remote CDP reachability timeouts.
  • Preserves auth and query tokens for remote CDP endpoints and passes Basic auth for CDP HTTP/WS connections.
  • Adds bidirectional Telegram reaction support with configurable notifications and agent guidance.
  • Allows custom commands in the Telegram bot menu, merged with native commands.
  • Adds system.which tool on macOS for prompt-free remote skill discovery with gateway fallback to system.run.
  • Normalizes Slack/Discord message timestamps with timestampMs and timestampUtc fields while retaining raw provider fields.
  • Adds a Current Date & Time system prompt section with configurable time format (auto/12/24) for agents.
  • Debounces rapid inbound messages across channels with per-connector override support.
  • Allows media-only sends via CLI/tool and shows Telegram voice recording status for voice notes.
  • Surfaces provider usage headers in /status endpoint and clawdbot models status command.
  • Microsoft Teams is now a plugin; must be installed via clawdbot plugins install @clawdbot/msteams.
  • Supports CLAWDBOT_STATE_DIR environment variable for Windows task scripts.
  • TUI now shows provider/model labels for the active session and default model.
  • Allows Discord emoji and sticker uploads and channel actions in config defaults.
  • Allows allowlisted Discord guilds without channel lists to receive messages when groupPolicy="allowlist".
  • Auto-infers SSH targets in gateway status using ssh-config awareness on macOS.
└──▷ BREAKING ON UPGRADE
  • !iOS minimum version is now 18.0 (was lower); setups targeting older iOS versions will break.
  • !Microsoft Teams integration is now a plugin — existing setups will break until @clawdbot/msteams is installed via clawdbot plugins install @clawdbot/msteams.
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browser-use

Sources Release notes → 0.11.3 NOTES

browser-use 0.11.3 adds multi-tab video recording, external skill service support, OpenAI responses model, and new env-var controls.

└──▷ GET THIS VERSION
$ git clone --branch 0.11.3 https://github.com/browser-use/browser-use.git
# already have the repo? check out this version:
$ git checkout 0.11.3
└──▷ TRY IT
Disable browser extensions in a CI environment where extension loading causes interference.
$ export BROWSER_USE_DISABLE_EXTENSIONS=true
  • Adds BROWSER_USE_DISABLE_EXTENSIONS environment variable to disable browser extensions at runtime.
  • Makes event bus timeout configurable via environment variable.
  • Adds support for external skill service integration and fetches all available skills for the agent.
  • Adds support for the OpenAI responses model.
  • Adds Gemini 3 Flash Preview model support.
+6 moreshow less
  • Adds multi-tab video recording support.
  • Adds exponential backoff retry and minimum element load wait for improved reliability.
  • Adds unique attribute matching and better error logging for history rerun.
  • Adds ax-name fallback for history rerun element matching.
  • Adds menu retry for agent rerun on failure.
  • Removes redundant retry steps from history replay.
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Hugging Face smolagents

Sources Release notes → v1.24.0 NOTES

smolagents v1.24.0 adds FinalAnswerStep callbacks, additional apply_chat_template params, and a robust Python execution timeout mechanism.

└──▷ GET THIS VERSION
$ git clone --branch v1.24.0 https://github.com/huggingface/smolagents.git
# already have the repo? check out this version:
$ git checkout v1.24.0
└──▷ USE IT
Capture the agent's final answer in a callback — useful for logging or post-processing the result without parsing the full step stream.
python
from smolagents import CodeAgent, FinalAnswerStep

def on_final(step: FinalAnswerStep):
    print('Final answer:', step.final_answer)

agent = CodeAgent(tools=[], model=model, step_callbacks=[on_final])
agent.run('What is 2 + 2?')
  • Adds FinalAnswerStep as a supported type in step_callbacks, enabling callbacks that fire on the agent's final answer step.
  • Supports passing additional params to apply_chat_template, giving callers finer control over prompt formatting.
  • Implements a robust timeout mechanism for Python code execution in the local sandbox.
  • Coerces tool calls from external APIs into the internal ChatMessageToolCall format, broadening compatibility with third-party model APIs.
  • Extends the no-stop-sequence model list to support gpt-5.2* model variants.
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◆  AI Model & Data Infrastructure

Ollama

Sources Release notes → v0.14.3 2 RELEASES · 2026-01-16 NOTES STABLE

Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Ollama v0.14.3 adds image-generation support via /api/generate and two new text-to-image models.

└──▷ GET THIS VERSION
$ git clone --branch v0.14.3 https://github.com/ollama/ollama.git
# already have the repo? check out this version:
$ git checkout v0.14.3
└──▷ TRY IT
Generate an image from a text prompt using the /api/generate API — no separate image endpoint needed.
$ curl http://localhost:11434/api/generate -d '{"model": "x/z-image-turbo", "prompt": "a photorealistic mountain landscape at golden hour"}'
  • Adds Z-Image Turbo, a 6B-parameter text-to-image model from Alibaba's Tongyi Lab for high-quality photorealistic image generation.
  • Adds Flux.2 Klein, Black Forest Labs' fastest image-generation model to date.
  • Adds GLM-4.7-Flash, a 30B-class model optimized for lightweight deployment balancing performance and efficiency.
  • Adds LFM2.5-1.2B-Thinking, a hybrid model family designed for on-device deployment.
  • Enables image generation via the existing /api/generate API endpoint.
1 more release in this issue · 2026-01-16
v0.14.2 NOTES STABLE

Ollama v0.14.2 adds multiline CLI input, improved OpenResponses API conformance, and the TranslateGemma 55-language model.

└──▷ GET THIS VERSION
$ git clone --branch v0.14.2 https://github.com/ollama/ollama.git
# already have the repo? check out this version:
$ git checkout v0.14.2
  • Supports multiline input in the Ollama CLI via Shift+Enter or Ctrl+J.
  • Improves /v1/responses API conformance to the OpenResponses specification.
  • Adds TranslateGemma, a new collection of open translation models built on Gemma 3 supporting 55 languages.
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◆  Local LLM Runtimes

llama.cpp

Sources Release notes → b7756 2 RELEASES · 2026-01-16 NOTES STABLE

llama.cpp b7756 replaces minja with a new built-from-scratch Jinja template engine for chat template rendering.

└──▷ GET THIS VERSION
$ git clone --branch b7756 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b7756
  • Introduces a new built-in Jinja template engine (lexer, parser, and runtime) in common, replacing the prior minja dependency — supports filters (selectattr, rejectattr, split/rsplit with maxsplit, trim with args, tojson with separators and indent), keyword arguments, array slicing, macros, and lstrip_block behavior matched to Hugging Face JS semantics.
  • Adds support for rendering chat templates for additional model families including Gemma, MiniMax, GLM-4.5, Kimi-K2, Nemotron, IBM Granite, and Apertus through the new engine.
  • Extends test-chat-template to consolidate Jinja rendering tests (absorbing the former test-chat-jinja target) with an --output flag for inspecting rendered results.
  • Adds a fuzz test target for the Jinja engine covering both template rendering and function argument handling.
└──▷ BREAKING ON UPGRADE
  • !minja is removed and its call sites are replaced by the new Jinja runtime; any build or code that depended on minja headers or the test-chat-jinja CMake target will break.
  • !The test-chat-jinja CMake target is removed; tests previously run through it now run under test-chat-template.
1 more release in this issue · 2026-01-16
b7752 NOTES STABLE

llama.cpp b7752 adds CANN backend support for the GGML_OP_GATED_LINEAR_ATTN operator.

└──▷ GET THIS VERSION
$ git clone --branch b7752 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b7752
  • Adds GGML_OP_GATED_LINEAR_ATTN operator support to the CANN backend, enabling gated linear attention models to run on Ascend NPUs.
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