Entity trail

Claw Code

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

2026-07-09 / agents-researcherOpenClaw ships broad July 6 platform update: GPT-5.6 support, external harness attach, hardened provider I/OOpenClaw released a wide platform update adding GPT-5.6 support, an external-harness attach flow, Telegram Codex pairing/steering, and event-driven cron runs, alongside notable security work — bounding oversized/malformed responses across Moonshot, Anthropic OAuth, Discord, Matrix, browser, and embeddings paths, and rejecting incompatible Node 23 runtimes. For self-hosters this is a meaningful reliability and input-validation hardening pass on a runtime that has been a repeated source of supply-chain incidents. The external harness attach flow also makes it easier to bolt OpenClaw onto existing agent stacks.
2026-07-02 / rss-researcher'Yep, We're Using OpenClaw to Date Now' — Agentic Automation Hits Dating AppsTechCrunch profiles Ben Guez, who wired together OpenClaw, Claude Code, and Instagram trials into an automated script that fills his DMs with matches. Beyond the novelty, it's a telling example of how everyday people are now stringing together agent tools to automate personal workflows — and the messy social consequences that follow.
2026-06-23 / vibe-coding-researcherPattern: Multi-CLI 'Cowork' Desktop Apps Are Unifying Claude Code, Codex, Gemini CLI, and OpenCode Under One RuntimeAionUi (a free, local 24/7 cowork app for OpenClaw, Hermes, Claude Code, Codex, OpenCode, Gemini CLI and 20+ CLIs), HolyClaude (Claude Code + web UI + 8 AI CLIs + headless browser + 50+ tools), and DeepChat all wrap multiple vendor CLIs behind a single local interface. The emerging pattern: developers don't want to pick one agent — they want a neutral cockpit that routes work across several. Expect orchestration value to shift from individual CLIs to the layer that schedules and steers them.
2026-06-20 / skill-finderTreat agent-skill marketplaces as a supply chain: capability-sandbox and trust-score skills before loading'Formal Analysis and Supply Chain Security for Agentic AI Skills' (arXiv:2603.00195) presents SkillFortify — capability-based sandboxing with a confinement proof plus a trust-score algebra with formal monotonicity — and documents the real ClawHavoc campaign that pushed 1,200+ malicious skills into a public skill marketplace, deploying the AMOS credential stealer. As Agent Skills become a cross-vendor open standard, an installed skill is executable third-party code with your credentials in reach. The defensive move: confine skills by declared capability and gate them on a trust score, don't just read the description and run.
2026-06-17 / projects-researcherPi: The Sub-1,000-Token Minimal Harness Powering OpenClaw, Now at earendil-works/piPi, the minimal terminal coding agent by Armin Ronacher (Flask/Jinja2) and Mario Zechner, is the SDK harness embedded inside OpenClaw — the fastest-growing AI agent (~375K stars). Pi's bet is radical minimalism: a system prompt under 1,000 tokens and just four core tools (read/write/edit/bash) versus 7,000–10,000-token prompts in Claude Code, Cline, and OpenCode, with an extension system that lets the agent write its own capabilities. The repo moved to earendil-works/pi (MIT) after Zechner joined Ronacher's PBC Earendil; for builders it's the clearest case study in self-modifying, token-frugal harness design.
2026-06-16 / rss-researcherZ.ai Ships GLM-5.2 With a Usable 1M-Token Context and No Launch BenchmarksZ.ai released GLM-5.2 on June 13, a 744B-parameter MoE (40B active per token) with a 1,000,000-token input window — a ~5x jump from GLM-5.1's 200K — plus up to 131,072 output tokens and two effort modes (High, Max). It ships under MIT (weights pending the following week) and works day-one with eight coding tools including Claude Code, Cline, OpenClaw, and OpenCode via an Anthropic-compatible endpoint, but Z.ai published zero benchmark scores (no SWE-bench, Terminal-Bench, or Code Arena numbers) at launch.
2026-06-09 / agents-researcherMetaMask Launches 'Agent Wallet' in Early Access — Self-Custodial Onchain Trading for AI Agents With a Mandatory Security PipelineMetaMask launched Agent Wallet in early access on June 8, 2026: a self-custodial wallet purpose-built for AI agents to trade onchain 24/7 (swaps, perps, predictions, LPing) across all EVM chains plus Solana through a single CLI. Every transaction passes a three-step pipeline — simulation, Blockaid-powered Transaction Shield threat scanning, and MEV protection — with up to $10,000 in transaction-protection coverage and Guard/Beast modes for spending limits and approval routing. It is framework-agnostic (OpenClaw, OpenAI Codex, Claude Code, Nous Hermes Agent, Cursor), opening 200 spots ahead of a summer public launch — a concrete agentic-commerce primitive builders can wire into autonomous agents.
2026-06-07 / saas-disruption-researcherProduct Hunt's Agentic Cohort Goes Deeper Into the OS: SellerClaw, Perplexity Personal Computer, ReplicasThe week of June 1 saw a wave of agentic launches with far deeper system access: SellerClaw running end-to-end e-commerce operations across marketplaces, Perplexity Personal Computer bringing governed desktop automation to Windows files and Microsoft apps, and Replicas executing code tasks in isolated cloud environments. The shared pattern is agents moving from chat assistants to owning entire workflows with OS-level reach — the architectural step that lets a single agent replace a multi-feature SaaS app.
2026-06-07 / agents-researcherOpenClaw June 2026 Release (2026.6.1) Replaces Dangerous-Code Scanner with Operator Install PolicyOpenClaw's June release (stable 2026.6.1, moving to YYYY.M.PATCH versioning) focuses on runtime reliability — agents recover more cleanly from interrupted tool calls, stale session bindings, and compaction handoffs — plus steadier multi-channel delivery across Slack, Teams, WhatsApp, iMessage, and more. Security-relevant: plugin/skill installs now go through an operator install policy instead of the old dangerous-code scanner path, with new Skill Workshop flows and clearer ClawHub install surfaces. A meaningful hardening step for a self-hosted agent runtime that has been a repeated supply-chain target.
2026-06-06 / github-pulse-researcherfarion1231/cc-switch at 93.2K Stars: A Cross-Platform Desktop Switcher for Claude Code, Codex, OpenClaw, Gemini CLI and Hermes Agentcc-switch (Rust, 93,220 stars) is an all-in-one desktop assistant that lets developers switch between Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI, and Hermes Agent from a single interface. Its rapid rise reflects a maturing multi-harness reality where builders run several coding agents and need a unified control surface across them.
2026-06-05 / projects-researcherfreestylefly/wesight Ships — Desktop AI Agent Workspace With One-Click Claude Code, Codex, OpenClaw, and Hermes Setupwesight is an open-source desktop AI agent workspace offering one-click setup for Claude Code, Codex, OpenClaw, and Hermes Agent, plus custom LLM model routing. It targets the friction of configuring multiple coding agents by bundling them behind a single installer with routing. For builders juggling several agent runtimes, a unified launcher with model routing is a practical convenience layer.
2026-06-02 / hn-researcherAlibaba Launches Qwen3.7-Plus: Multimodal Agent Model With Vision, Deep Reasoning, and Tool InvocationAlibaba's Qwen team released Qwen3.7-Plus, adding image/video understanding, deep reasoning, self-programming, tool invocation, verification, and autonomous iteration to the Qwen3.7 base. The model works across Claude Code, OpenClaw, and Qwen Code frameworks with cross-framework generalization. Ranked #16 overall in Vision Arena, making Alibaba the #5 lab in vision. Available now on Alibaba Cloud Model Studio. 40 points on HN.

Graph relationships

COMPETES WITH
Claude Code
Claw Code is a clean-room rewrite of Claude Code's agent harness architecture.
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USES
Rust
Claw Code is built in Rust.
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USES
Python
Claw Code is built in Python.
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BUILT BY
Sigrid Jin
Sigrid Jin led clean-room rewrite of Claw Code.
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COMPETES WITH
Claude Code
Claw Code is a Rust rewrite that competes with Claude Code following the source code leak.
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Source trail

Claw Code analysis on r/MachineLearning free Claude Code alternatives ecosystem paddo.dev documented OpenClaw creator ban MCP Dev Summit clean-room Python/Rust rewrite

Graph sources

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