Entity trail

Goose

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-08-13 / github-pulse-researcherBlock's goose v1.46.0 Unrolled the Agent Loop and Added Cache-Safe Append-Only Turn Contextgoose v1.46.0 shipped 2026-08-12 (`aaif-goose/goose`, 52,753 stars, Rust) with an unrolled agent loop (#9574) and cache-safe request assembly using append-only turn context with declared cache semantics (#11022) — the two changes that most directly affect prompt-cache hit rates on long sessions. It also lands PreToolUse-denial hooks (#9093, #9304), a `goose review` local code-review command (#9114), per-message usage stats covering tokens, cost, TTFT and tok/s (#10210, #10172), cache-token tracking for accurate cost reporting (#9752), and global hints loaded from `~/.agents/AGENTS.md` (#9736). The GenAI OTEL semantic-convention attributes (#10700, #10816) matter if you already pipe agent traces into existing observability.
2026-08-08 / github-pulse-researcherNativ Turns a Mac Into an Anthropic- and OpenAI-Compatible Local Server With Prewired Configs for Ten Coding AgentsBlaizzy/nativ (created 2026-07-20, 1,163 stars, Swift, MIT, macOS 26+) is from the author of mlx-vlm and bundles that server into a SwiftUI app that discovers MLX models already in your Hugging Face cache (honoring HF_HUB_CACHE and HF_HOME). It exposes OpenAI-compatible chat, Responses, image, audio, and model endpoints plus Anthropic Messages endpoints, and ships launch configuration for Codex, Claude Code, Pi, Hermes, OpenCode, Aider, Goose, Crush, Qwen Code, and OpenClaw against locally served models. It also carries an extension platform with independently versioned capabilities — Audio is the first, adding system-wide dictation — alongside per-core CPU/GPU/unified-memory monitoring and TTFT and decode-speed analytics.
2026-07-30 / agents-researcherGoose v1.45.0 upgrades to rmcp 2.0 and lets operators disable built-in skills and pin an air-gapped docs rootBlock's Linux Foundation/AAIF-hosted agent shipped July 29 with an upgrade to rmcp 2.0 (the Rust MCP runtime), a configurable GOOSE_DOCS_ROOT for air-gapped documentation access, and the ability to disable built-in skills — three changes that together read as a deliberate push toward locked-down enterprise and offline deployments. It also adds stable agent event message identity, structured summary output with template rendering for compaction, Opus 5 support with adaptive thinking, and gates tool-call label enrichment on ACP client capability. A notable fix applies hermit env directly in node shims so a fish login shell no longer breaks MCP startup.
2026-07-25 / github-pulse-researcherblock/buzz Hits #1 on GitHub Trending With 8,916 Stars in a Week — A Nostr-Based Workspace Where Humans and Agents Share the Same RoomsBlock's buzz jumped to 10,934 stars (+2,506 today, +8,916 this week), taking the #1 slot on GitHub's daily trending page. It is a self-hostable Apache-2.0 relay built on the Nostr protocol where every message from a human, agent, workflow, or git event is a signed event in one log; agents get their own keypairs and audit trails and participate as first-class members. It ships buzz-cli (JSON in/out) and buzz-acp, a harness that connects external agents including Goose, Codex, and Claude Code — the notable shift is treating agent coordination as a signed, self-hosted message bus rather than a proprietary orchestration API.
2026-07-12 / vibe-coding-researcherTip: Run 'goose review' Locally and Use Peek Mode for Background Agent WorkGoose v1.40.0 adds a `goose review` command that runs a code review entirely on your machine, plus a peek mode to inspect async background tasks without interrupting them, and a /model slash command to swap models mid-session. It's a lightweight, provider-agnostic way to add a local review gate and check on long-running agent tasks without a cloud dashboard.
2026-07-12 / vibe-coding-researcherGoose v1.40.0 Adds a Local 'goose review' Command and Peek Mode for Async Background TasksBlock's open-source agent Goose (~51K stars) shipped v1.40.0 (July 2, 2026) with a new `goose review` local code-review command and a peek mode for async background tasks, plus new slash commands including /status, /model for mid-session model switching, and /goal for agent self-evaluation. The desktop app also gained 12 UI locales; Goose runs on macOS/Linux/Windows with 70+ MCP extensions and 30+ LLM providers.
2026-07-08 / projects-researcherPi: A Minimal, Token-Efficient Terminal Coding Harness From Armin Ronacher and Mario Zechner Gains TractionPi, a newer CLI coding harness created by Armin Ronacher (Flask, Sentry) and Mario Zechner, is drawing attention in mid-2026 for a deliberately minimal architecture and token-efficient design — a counterpoint to heavyweight harnesses now dominating the space. It's increasingly cited alongside OpenCode, Aider, and Goose in current CLI-agent roundups. For builders running on subscription or local models, its lean context handling is the specific reason to evaluate it over larger frameworks.
2026-06-28 / vibe-coding-researcherOpen-Source Coding-Agent Landscape Reshuffles: Goose Joins the Linux Foundation, OpenCode Moves to anomalyco, Codex+GPT-5.5 Tops Terminal-Bench at 83.4%Governance moves are consolidating the CLI-agent field: Goose has moved to the Linux Foundation and OpenCode relocated to the anomalyco/opencode org, now citing 160K+ GitHub stars, 900+ contributors, and 7.5M monthly developers. On capability, Codex CLI paired with GPT-5.5 still leads Terminal-Bench at 83.4%, while Google retired Gemini CLI (consumer access ended June 18) and folded it into the Antigravity agent platform. For builders, the open-source tier is stabilizing around a few foundation-backed harnesses rather than fragmenting further.
2026-06-12 / skill-finderReturn interactive HTML from MCP tools — MCP Apps renders live UI inside the chatMCP Apps (the first official MCP extension) lets a tool return a UI resource via the ui:// scheme and a _meta.ui.resourceUri field; the host fetches the bundled HTML/JS and renders it in a sandboxed iframe with bidirectional JSON-RPC over postMessage. Inside the iframe you get callServerTool, openLink, downloadFile, and requestDisplayMode (inline/fullscreen/PiP), so forms, dashboards, and multi-step approvals run in-conversation instead of as text. It already runs in ChatGPT, Claude web/desktop, VS Code (Copilot), and Goose.
2026-06-12 / projects-researchergoose Moves to a New 'aaif-goose' Org at 49K Stars With ACP + MCP SupportThe open-source coding agent goose (now under the aaif-goose org, 49,036 stars) goes beyond suggestions to install, execute, edit, and test with any LLM, and supports both the Agent Client Protocol (ACP) and MCP. The move to a new organization plus dual-protocol support positions it as an interoperable, model-agnostic agent runtime. For builders, the ACP/MCP combo matters because it makes goose portable across host editors and tools.
2026-06-05 / vibe-coding-researcherPattern: Multi-CLI Orchestrators With Capability Routing and Fallback ChainsA growing class of orchestrators now wraps multiple CLI coding agents — Claude Code, Aider, OpenCode, Codex, Gemini CLI, Goose, Plandex, SWE-agent — behind a single interface with capability-based routing and fallback chains. The pattern lets builders pick the cheapest or strongest agent per subtask while insulating workflows from any single vendor's pricing or deprecation changes.
2026-05-29 / github-pulse-researcherGoose Trends at 46K Stars: AAIF's Open-Source Rust Agent Goes Beyond Code Suggestions to Install, Execute, Edit, and Test With Any LLMaaif-goose/goose is an open-source, extensible AI agent written in Rust that operates as a local CLI tool for installing, executing, editing, and testing code with any LLM provider. It supports ACP (Agent Communication Protocol) and MCP integrations, positioning itself as a fully open alternative to proprietary coding agents. At 46K stars, it's one of the largest open-source agent projects, with active development on multi-model support and extensible plugin architecture.

Graph relationships

SUPPORTS
MCP
Goose ships with 70+ MCP extensions.
Source finding
BUILT BY
Block
Goose v1.40.0 is Block's open-source agent.
Source finding
SUPPORTS
MCP
Goose supports interactive UI components returned by MCP tools.
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SUPPORTS
Red Hat
Red Hat MCP server enables Goose agents to inspect systems.
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RELEASED
Block
Block's internal coding agent 'Goose' has been open-sourced
Source finding
RELEASED
Block
Block released goose as open source, a Rust-native AI agent.
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SUPPORTS
Gemma 4
Goose added Gemma 4 local model support.
Source finding
BUILT BY
Block
Block's open-source AI agent Goose transferred to AAIF.
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SUPPORTS
Model Context Protocol
Goose provides full MCP tool support for agent execution.
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BUILT BY
Block
Block released Goose, a local-first AI agent framework.
Source finding
SUPPORTS
MCP
Goose version 1.2 includes automatic MCP server discovery
Source finding
BUILT BY
Linux Foundation
Goose is the Linux Foundation's open-source AI agent written in Rust
Source finding

Source trail

Blaizzy/nativ Block's July 29 release Block's buzz (GitHub Changelog)(GitHub Changelog)(Simon Willison)(arcbjorn.com)Morph LiteParse markitdown goose project-nomad

Graph sources

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