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The AI Toolchain — issue -160, March 11, 2026

THE AI TOOLCHAIN NO. -160
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THE DAILY RELEASE FIREHOSE
PUBLISHED MARCH 11, 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   # 11 tools matched
AI & LLM Tooling
◆  AI Coding Agents

Anthropic Claude Code

Sources Release notes → v2.1.73 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 v2.1.73 adds modelOverrides for custom provider model IDs and actionable SSL error guidance for corporate proxy users.

└──▷ GET THIS VERSION
$ git clone --branch v2.1.73 https://github.com/anthropics/claude-code.git
# already have the repo? check out this version:
$ git checkout v2.1.73
└──▷ USE IT
Route model picker selections to a specific Bedrock inference profile ARN instead of the default model ID.
json
# In your Claude Code settings (e.g. ~/.claude/settings.json)
{
  "modelOverrides": {
    "claude-opus-4-5": "arn:aws:bedrock:us-east-1::foundation-model/your-inference-profile-arn"
  }
}
  • Adds modelOverrides setting to map model picker entries to custom provider model IDs (e.g., Bedrock inference profile ARNs).
  • Adds actionable guidance when OAuth login or connectivity checks fail due to SSL certificate errors (corporate proxies, NODE_EXTRA_CA_CERTS).
  • Updates default Opus model on Bedrock, Vertex, and Microsoft Foundry to Opus 4.6.
  • Enables /effort command to work while Claude is responding, matching /model behavior.
└──▷ BREAKING ON UPGRADE
  • !The /output-style command is deprecated; output style is now fixed at session start for better prompt caching — use /config instead.
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GitHub Copilot CLI

Sources Release notes → v1.0.4 NOTES

Copilot CLI v1.0.4 adds RPC shell execution, OpenTelemetry tracing, CommonJS extensions, and a new configure-copilot sub-agent

└──▷ GET THIS VERSION
$ git clone --branch v1.0.4 https://github.com/github/copilot-cli.git
# already have the repo? check out this version:
$ git checkout v1.0.4
└──▷ USE IT
Prevent all hooks from running in a non-interactive CI environment by disabling them at the config level.
yaml
disableAllHooks: true
Check the current PR's status in the terminal without leaving the CLI.
$ gh copilot /pr view local
  • Adds session.shell.exec and session.shell.kill RPC methods for executing shell commands with streaming stdout/stderr output.
  • Adds --reasoning-effort CLI flag to set the reasoning effort level for agent sessions.
  • Adds disableAllHooks flag to disable all hooks from a configuration file.
  • Replaces /pr open with /pr view [local|web] to view PR status locally or open it in the browser.
  • Adds configure-copilot sub-agent for managing MCP servers, custom agents, and skills via the task tool.
+9 moreshow less
  • Enables OpenTelemetry instrumentation for observability into agent sessions, LLM calls, and tool executions.
  • Extensions can now be written as CommonJS modules using the extension.cjs format.
  • Hooks can now request user confirmation before tool execution with an ask permission decision.
  • Supports Azure DevOps repository identification in session logs.
  • Adaptive color engine with dynamic color modes and an interactive theme picker, with graceful degradation on limited-color terminals and Windows.
  • Shows loaded extensions count in the 'Environment loaded' startup message.
  • Path permission dialog now offers a one-time approval option in addition to adding the path to the allowed list.
  • Shows individual instruction file names in the /instructions picker with [external] labels for injected files.
  • Custom agents from --plugin-dir plugins now load correctly in ACP mode.
└──▷ BREAKING ON UPGRADE
  • !/pr open is replaced by /pr view [local|web]; any scripts or workflows invoking /pr open will need to be updated.
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OpenAI Codex CLI

Sources Release notes → rust-v0.114.0 NOTES

Lightweight coding agent that runs in your terminal

Codex CLI gains experimental code mode, a hooks engine with SessionStart/Stop events, health endpoints, and skill-disabling config.

└──▷ GET THIS VERSION
$ git clone --branch rust-v0.114.0 https://github.com/openai/codex.git
# already have the repo? check out this version:
$ git checkout rust-v0.114.0
└──▷ TRY IT
Check whether a running WebSocket app-server is healthy from a load balancer or monitoring script.
$ curl -sf http://localhost:<port>/healthz && echo 'healthy'
  • Adds experimental code mode for more isolated coding workflows.
  • Adds experimental hooks engine with SessionStart and Stop hook events.
  • Adds GET /readyz and GET /healthz health-check endpoints to WebSocket app-server deployments.
  • Adds a config switch to disable bundled system skills entirely.
  • Handoffs now carry realtime transcript context for improved continuity across turns.
+1 moreshow less
  • Improves the $ mention picker with category labels (Skills, Apps, Plugins) and plugins surfaced first.
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All Hands AI OpenHands

Sources Release notes → 1.5.0 NOTES

OpenHands: AI-Driven Development

OpenHands 1.5.0 adds a planning agent, real-time Task List panel, slash command menu, Bitbucket Datacenter support, and six new models.

└──▷ GET THIS VERSION
$ git clone --branch 1.5.0 https://github.com/All-Hands-AI/OpenHands.git
# already have the repo? check out this version:
$ git checkout 1.5.0
└──▷ HOW TO FIND IT
Surface available agent skills mid-conversation without leaving the chat input.
📍In the chat input, type / to open the slash command menu and select an available agent skill or command.
Monitor the agent's progress across multi-step tasks in real time.
📍In the right panel, click the Task List tab to view the agent's current tasks and their live status.
  • Adds a planning agent for structured, multi-step task execution.
  • New Task List tab in the right panel shows the agent's current task list with real-time status updates.
  • New slash command menu in the chat input surfaces available agent skills and commands when typing /.
  • Enables attaching or changing the Git repository for existing conversations.
  • Adds Bitbucket Datacenter as a supported Git provider.
+1 moreshow less
  • Adds support for Claude Opus 4.6, Claude Sonnet 4.6, GLM-4.7, GLM-5, Kimi-K2.5, Qwen3-Coder-Next, and Gemini 3.1 Pro Preview models.
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Alibaba Qwen Code

Sources Release notes → v0.12.1 NOTES

Qwen Code v0.12.1 adds a VS Code sidebar view with multi-position chat layout and a CONCAT merge strategy for MCP allowed/excluded lists.

└──▷ GET THIS VERSION
$ git clone --branch v0.12.1 https://github.com/QwenLM/qwen-code.git
# already have the repo? check out this version:
$ git checkout v0.12.1
  • Adds CONCAT merge strategy for MCP allowed/excluded lists, giving practitioners control over how MCP server permission lists are combined across configs.
  • Adds sidebar view and multi-position chat layout to the VS Code IDE companion extension.
  • Changes temporary filename prefix to qwen-edit- for files opened during edit operations.
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Zed

Sources Release notes → v0.227.1 NOTES

Zed v0.227.1 adds parallel subagents, Vercel AI Gateway, GPT-5.3-Codex support, and git diff stats in the git panel.

└──▷ GET THIS VERSION
$ git clone --branch v0.227.1 https://github.com/zed-industries/zed.git
# already have the repo? check out this version:
$ git checkout v0.227.1
└──▷ USE IT
Set a custom highlight color for vim yank operations to make yanked regions visually distinct in your theme.
json
"vim": {
  "yank": {
    "background": "#f5c842"
  }
}
  • Adds spawn_agent tool enabling the Zed Agent to spin up subagents for parallel task execution and better context management.
  • Adds cmd-y keybinding for accepting changes in the agent diff review, matching the git diff review shortcut.
  • Adds ctrl-enter keybinding (macOS) to type a newline in search bars.
  • Adds configurable vim.yank.background theme color for vim yank highlight.
  • Adds editor: Open excerpts action (option-enter) to jump to a file from a diff inside an agent conversation.
+19 moreshow less
  • Adds Vercel AI Gateway as a new LLM provider in Zed.
  • Adds support for GPT-5.3-Codex as a bring-your-own-key model in the OpenAI provider.
  • Adds support for providing an API key to OpenAI-compatible edit prediction providers.
  • Adds support for specifying settings for the Go LSP adapter.
  • Registers .prettierrc as a JSON file type.
  • Migrates all built-in agents to the ACP Registry, making them individually removable and manageable.
  • Adds git diff stats to git panel entries.
  • Adds trusted workspace support for Zed's git integration.
  • Adds support for listing tree-sitter tokens in the highlights tree view, including their resolved theme keys; semantic token entries also show resolved theme keys.
  • Adds support for compound emojis.
  • Adds file icons for YAML, Helm, and GitLab files; uses the Docker icon for Containerfile.
  • Adds persistence for draft prompts across Zed restarts.
  • Adds persistence for the thinking mode toggle and thinking effort when selecting a thread from history.
  • Adds restoration of token counts and scroll position when loading a previous agent thread.
  • Makes file mention chips in the chat input clickable to open referenced files in the editor.
  • Changes the language selector to auto-select the current buffer's language when opened.
  • Changes miniprofiler file extension to .miniprof.json.
  • Adds truncation for long file names in tab titles.
  • Improves redaction of sensitive environment variables from debugger error logs.
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Google gemini-cli

Sources Release notes → v0.33.0 NOTES

An open-source AI agent that brings the power of Gemini directly into your terminal.

gemini-cli v0.33.0 adds HTTP auth for A2A agents, MCP OAuth, plan copy/annotation, GitHub issue skill, and more.

└──▷ GET THIS VERSION
$ git clone --branch v0.33.0 https://github.com/google-gemini/gemini-cli.git
# already have the repo? check out this version:
$ git checkout v0.33.0
└──▷ TRY IT
Unassign a task or issue from within the CLI without leaving your workflow.
$ /unassign
  • Adds github-issue-creator skill for creating GitHub issues directly from the CLI.
  • Implements HTTP authentication support for A2A remote agents.
  • Supports authenticated A2A agent card discovery.
  • Adds MCPOAuthProvider implementing the MCP SDK OAuthClientProvider for authenticated MCP servers.
  • Adds tool name validation in TOML policy files.
+12 moreshow less
  • Enables 30-day default retention for chat history.
  • Supports annotating plans with feedback for iterative refinement.
  • Enables built-in research subagents in plan mode.
  • Adds copy subcommand to plan for duplicating plans.
  • Adds /unassign slash command support.
  • Adds set models interface to ACP.
  • Supports plan directory specification in extension manifests.
  • Inverts context window display to show token usage rather than remaining capacity.
  • Redesigns the header to be compact with an ASCII icon.
  • Adds dialog pattern UI for the /hooks command.
  • Introduces subagent activity UX for monitoring background agent work.
  • Directly indicates auth-required state for agents in the UI.
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◆  Local LLM Runtimes

Jan AI Jan

Sources Release notes → v0.7.8 NOTES

Jan v0.7.8 adds xAI provider, OpenClaw agent integration, a Jan CLI, and dynamic context allocation.

└──▷ GET THIS VERSION
$ git clone --branch v0.7.8 https://github.com/janhq/jan.git
# already have the repo? check out this version:
$ git checkout v0.7.8
  • Adds xAI as a new model provider, expanding the roster of supported remote inference backends.
  • Integrates OpenClaw, an agent framework, including sandbox config isolation, an agent mode toggle, quality-of-life keyboard shortcuts, Docker validation on Windows and Linux, and a pre-installed Bun runtime replacing all Node/npm dependencies.
  • Introduces a Jan CLI (jan-cli) shipped alongside the desktop app, including in the Windows NSIS installer as jan-cli.exe.
  • Jan now manages context allocation dynamically, automatically sizing context windows based on available resources rather than requiring manual configuration.
  • Adds a refreshed starter screen and updated download management UI for the initial model setup flow.
+1 moreshow less
  • Improves the settings panel with better organization and expanded model provider options.
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llama.cpp

Sources Release notes → b8269 2 RELEASES · 2026-03-11 NOTES STABLE

llama.cpp b8269 adds concurrent SME and NEON kernel execution via KleidiAI on ARM.

└──▷ GET THIS VERSION
$ git clone --branch b8269 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b8269
  • Enables concurrent SME and NEON kernel execution in the KleidiAI backend, improving throughput on ARM hardware that supports both instruction sets simultaneously.
1 more release in this issue · 2026-03-11
b8268 NOTES STABLE

llama.cpp b8268 adds RISC-V Vector (RVV) repacked GEMM/GEMV for q8_0, iq4_nl, q4_0, q4_K, and q2_K quantization types.

└──▷ GET THIS VERSION
$ git clone --branch b8268 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b8268
  • Adds RVV (RISC-V Vector) repacked GEMM and GEMV kernel implementations for quantization types q8_0, iq4_nl, q4_0, q4_K, and q2_K, enabling accelerated CPU inference on RISC-V hardware with vector extensions.
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vLLM

Sources Release notes → v0.17.1 NOTES

vLLM v0.17.1 adds support for the Nemotron 3 Super model.

└──▷ GET THIS VERSION
$ git clone --branch v0.17.1 https://github.com/vllm-project/vllm.git
# already have the repo? check out this version:
$ git checkout v0.17.1
  • Adds support for the Nemotron 3 Super model.
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Other / Uncategorized
◆  AI OBSERVABILITY

Arize Phoenix

Sources Release notes → arize-phoenix-client-v2.0.0 2 RELEASES · 2026-03-11 NOTES STABLE

Phoenix client v2.0.0 adds session conversation APIs, trace_ids filtering, parent_id filtering, and six new first-class LLM providers.

└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-client-v2.0.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:
$ git checkout arize-phoenix-client-v2.0.0
└──▷ USE IT
Retrieve only the spans belonging to a specific set of traces — useful when you already know the trace IDs from a CI run or incident and want to pull just those spans for analysis.
python
spans = client.spans.get_spans(trace_ids=["abc123", "def456"])
Fetch only the child spans of a known parent span to inspect a specific sub-tree of a trace without loading the entire trace.
python
spans = client.spans.get_spans(parent_id="span-789")
  • Adds trace_ids parameter to client.spans getSpans methods to filter spans by one or more trace IDs.
  • Adds parent_id filter propagation to both the Python and JavaScript/TypeScript client.spans interfaces.
  • Adds session conversation API to both the Python and TypeScript clients via client session methods.
  • Adds DELETE session API on the server side for removing sessions programmatically.
  • Adds Cerebras, Fireworks, Groq, and Moonshot as first-class providers in the playground.
+1 moreshow less
  • Adds Perplexity and Together AI as built-in providers in the playground.
└──▷ BREAKING ON UPGRADE
  • !client.annotations has been removed; replace all usages with client.spans.
1 more release in this issue · 2026-03-11
arize-phoenix-v13.14.0 NOTES STABLE

Phoenix v13.14.0 adds a session conversation API to Python and TypeScript clients and a new tracing onboarding layout.

└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-v13.14.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:
$ git checkout arize-phoenix-v13.14.0
  • Adds session conversation API to both the Python and TypeScript Phoenix clients.
  • New tracing onboarding page layout to guide users through trace setup.
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