# Tavily Search Results: Ananya

**Query:** OpenClaw AI assistant  
**Topic:** general  
**Results:** 5  
**Date:** 2026-05-07 12:05:56

---

## 1. India's vibe-coding startup Emergent enters OpenClaw-like AI agent ...

**URL:** [https://techcrunch.com/2026/04/15/indias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space/](https://techcrunch.com/2026/04/15/indias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space/)  
**Score:** 0.7391

### Summary

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[](https://www.facebook.com/sharer.php?u=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F)[](https://twitter.com/intent/tweet?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F&text=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space&via=techcrunch)[](https://www.linkedin.com/shareArticle?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F&title=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space&summary=Emergent%27s+Wingman+lets+users+manage+and+automate+tasks+through+chat+on+platforms+like+WhatsApp+and+Telegram.&mini=1&source=TechCrunch)[](https://www.reddit.com/submit?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F&title=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space)[](mailto:?subject=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space&body=Article%3A+https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F)[](https://techcrunch.com/2026/04/15/indias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space/). [](https://www.facebook.com/sharer.php?u=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F)[](https://twitter.com/intent/tweet?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F&text=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space&via=techcrunch)[](https://www.linkedin.com/shareArticle?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F&title=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space&summary=Emergent%27s+Wingman+lets+users+manage+and+automate+tasks+through+chat+on+platforms+like+WhatsApp+and+Telegram.&mini=1&source=TechCrunch)[](https://www.reddit.com/submit?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F&title=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space)[](mailto:?subject=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space&body=Article%3A+https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F)[](https://techcrunch.com/2026/04/15/indias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space/). The launch comes as autonomous AI agents [emerge as a key battleground](https://techcrunch.com/2026/04/09/sierras-bret-taylor-says-the-era-of-clicking-buttons-is-over/) in the industry, with a growing number of companies racing to build tools that can complete tasks on behalf of users. Projects like [OpenClaw](https://techcrunch.com/2026/02/25/openclaw-creators-advice-to-ai-builders-is-to-be-more-playful-and-allow-yourself-time-to-improve/) — previously known as Clawdbot and Moltbot — have gained traction among early adopters, while players including [Anthropic](https://techcrunch.com/2026/01/12/anthropics-new-cowork-tool-offers-claude-code-without-the-code/) and [Microsoft](https://techcrunch.com/2026/04/13/microsoft-is-working-on-yet-another-openclaw-like-agent/) are working toward addressing this space with their own agent-based systems. [](https://www.facebook.com/sharer.php?u=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F)[](https://twitter.com/intent/tweet?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F&text=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space&via=techcrunch)[](https://www.linkedin.com/shareArticle?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F&title=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space&summary=Emergent%27s+Wingman+lets+users+manage+and+automate+tasks+through+chat+on+platforms+like+WhatsApp+and+Telegram.&mini=1&source=TechCrunch)[](https://www.reddit.com/submit?url=https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F&title=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space)[](mailto:?subject=India%E2%80%99s+vibe-coding+startup+Emergent+enters+OpenClaw-like+AI+agent+space&body=Article%3A+https%3A%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Findias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space%2F)[](https://techcrunch.com/2026/04/15/indias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space/). ![Image 6: Event Logo](https://techcrunch.com/wp-content/uploads/2026/03/StrictlyVC-San-Francisco-2026-no-date.png). *   [X](https://twitter.com/techcrunch). *   [Facebook](https://www.facebook.com/techcrunch). *   [Instagram](https://instagram.com/techcrunch). *   [youTube](https://www.youtube.com/user/techcrunch). *   [Staff](https://techcrunch.com/about-techcrunch/). *   [Contact Us](https://techcrunch.com/contact-us/). *   [Advertise](https://techcrunch.com/advertise/).

### Full Content

# India's vibe-coding startup Emergent enters OpenClaw-like AI agent space | TechCrunch
[Skip to content](https://techcrunch.com/2026/04/15/indias-vibe-coding-startup-emergent-enters-openclaw-like-ai-agent-space/#wp--skip-link--target)

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---

## 2. I asked OpenClaw to analyze stocks, but it failed and killed itself

**URL:** [https://cybernews.com/editorial/qwen-powered-openclaw-self-destructs-after-failure/](https://cybernews.com/editorial/qwen-powered-openclaw-self-destructs-after-failure/)  
**Score:** 0.6742

### Summary

If you're living under a rock, OpenClaw is an AI assistant that can do nearly everything on a computer that humans can, from checking emails to writing programs

---

## 3. OpenClaw - OpenClaw

**URL:** [https://docs.openclaw.ai/uk](https://docs.openclaw.ai/uk)  
**Score:** 0.5562

### Summary

##### Overview. ##### First steps. ##### Guides. # OpenClaw. ## Documentation Index. Fetch the complete documentation index at:. Use this file to discover all available pages before exploring further. # ​ OpenClaw 🦞. **Gateway для AI-агентів на будь-якій ОС у Discord, Google Chat, iMessage, Matrix, Microsoft Teams, Signal, Slack, Telegram, WhatsApp, Zalo тощо.**. Надішліть повідомлення й отримайте відповідь агента просто зі своєї кишені. Запустіть один Gateway для вбудованих каналів, комплектних channel plugins, WebChat і mobile nodes. ## Почати. ## Запустити онбординг. ## Відкрити Control UI. ## ​ Що таке OpenClaw? ## ​ Як це працює. ## ​ Ключові можливості. ## Багатоканальний Gateway. ## Канали Plugin. ## Маршрутизація між кількома агентами. ## Підтримка медіа. ## Web Control UI. ## Mobile nodes. ## ​ Швидкий старт. `npm install -g openclaw@latest`. Пройдіть онбординг і встановіть службу. ## ​ Панель керування. ## ​ Конфігурація (необов’язково). ## ​ Почніть тут. ## Центри документації. ## Конфігурація. ## Канали. ## Nodes. ## Про проєкт і подяки.

### Full Content

![light logo](https://mintcdn.com/clawdhub/dpADRo8IUoiDztzJ/assets/pixel-lobster.svg?fit=max&auto=format&n=dpADRo8IUoiDztzJ&q=85&s=8fdf719fb6d3eaad7c65231385bf28e5)
![dark logo](https://mintcdn.com/clawdhub/dpADRo8IUoiDztzJ/assets/pixel-lobster.svg?fit=max&auto=format&n=dpADRo8IUoiDztzJ&q=85&s=8fdf719fb6d3eaad7c65231385bf28e5)
![UA](https://d3gk2c5xim1je2.cloudfront.net/flags/UA.svg)

##### Overview

##### First steps

##### Guides

# OpenClaw

## Documentation Index

Fetch the complete documentation index at: <https://docs.openclaw.ai/llms.txt>

Use this file to discover all available pages before exploring further.

# [​](#openclaw-) OpenClaw 🦞

![OpenClaw](https://mintcdn.com/clawdhub/-t5HSeZ3Y_0_wH4i/assets/openclaw-logo-text-dark.png?fit=max&auto=format&n=-t5HSeZ3Y_0_wH4i&q=85&s=61797dcb0c37d6e9279b8c5ad2e850e4)![OpenClaw](https://mintcdn.com/clawdhub/FaXdIfo7gPK_jSWb/assets/openclaw-logo-text.png?fit=max&auto=format&n=FaXdIfo7gPK_jSWb&q=85&s=d799bea41acb92d4c9fd1075c575879f)

![OpenClaw](https://mintcdn.com/clawdhub/-t5HSeZ3Y_0_wH4i/assets/openclaw-logo-text-dark.png?fit=max&auto=format&n=-t5HSeZ3Y_0_wH4i&q=85&s=61797dcb0c37d6e9279b8c5ad2e850e4)
![OpenClaw](https://mintcdn.com/clawdhub/FaXdIfo7gPK_jSWb/assets/openclaw-logo-text.png?fit=max&auto=format&n=FaXdIfo7gPK_jSWb&q=85&s=d799bea41acb92d4c9fd1075c575879f)

**Gateway для AI-агентів на будь-якій ОС у Discord, Google Chat, iMessage, Matrix, Microsoft Teams, Signal, Slack, Telegram, WhatsApp, Zalo тощо.**  
Надішліть повідомлення й отримайте відповідь агента просто зі своєї кишені. Запустіть один Gateway для вбудованих каналів, комплектних channel plugins, WebChat і mobile nodes.

## Почати

## Запустити онбординг

`openclaw onboard`

## Відкрити Control UI

## [​](#що-таке-openclaw) Що таке OpenClaw?

`22.14+`

## [​](#як-це-працює) Як це працює

## [​](#ключові-можливості) Ключові можливості

## Багатоканальний Gateway

## Канали Plugin

## Маршрутизація між кількома агентами

## Підтримка медіа

## Web Control UI

## Mobile nodes

## [​](#швидкий-старт) Швидкий старт

Встановіть OpenClaw

`npm install -g openclaw@latest`

Пройдіть онбординг і встановіть службу

`openclaw onboard --install-daemon`

Спілкуйтеся

`openclaw dashboard`

## [​](#панель-керування) Панель керування

![OpenClaw](https://mintcdn.com/clawdhub/FaXdIfo7gPK_jSWb/whatsapp-openclaw.jpg?fit=max&auto=format&n=FaXdIfo7gPK_jSWb&q=85&s=b74a3630b0e971f466eff15fbdc642cb)

![OpenClaw](https://mintcdn.com/clawdhub/FaXdIfo7gPK_jSWb/whatsapp-openclaw.jpg?fit=max&auto=format&n=FaXdIfo7gPK_jSWb&q=85&s=b74a3630b0e971f466eff15fbdc642cb)

## [​](#конфігурація-необов’язково) Конфігурація (необов’язково)

`~/.openclaw/openclaw.json`
`channels.whatsapp.allowFrom`
`{
 channels: {
 whatsapp: {
 allowFrom: ["+15555550123"],
 groups: { "*": { requireMention: true } },
 },
 },
 messages: { groupChat: { mentionPatterns: ["@openclaw"] } },
}`

## [​](#почніть-тут) Почніть тут

## Центри документації

## Конфігурація

## Віддалений доступ

## Канали

## Nodes

## Довідка

## [​](#дізнайтеся-більше) Дізнайтеся більше

## Повний список можливостей

## Маршрутизація між кількома агентами

## Безпека

## Усунення несправностей

## Про проєкт і подяки

---

## 4. 8 Best VPS for OpenClaw hosting in 2026 - Cybernews

**URL:** [https://cybernews.com/best-web-hosting/best-openclaw-hosting/](https://cybernews.com/best-web-hosting/best-openclaw-hosting/)  
**Score:** 0.5499

### Summary

OpenClaw (formerly known as Clawdbot and Moltbot) is a self-hosted, open-source AI agent platform that autonomously executes scheduled tasks, manages files,

---

## 5. Testing: live suites - OpenClaw Docs

**URL:** [https://docs.openclaw.ai/help/testing-live](https://docs.openclaw.ai/help/testing-live)  
**Score:** 0.5233

### Summary

## Documentation Index. Fetch the complete documentation index at:. `pnpm openclaw infer tts convert --local --json \. pnpm openclaw voicecall smoke --to "+15555550123"`. `src/gateway/android-node.capabilities.live.test.ts`. `src/agents/models.profiles.live.test.ts`. `OPENCLAW_LIVE_MODELS="openai/gpt-5.5,openai-codex/gpt-5.5,anthropic/claude-opus-4-6,..."`. `OPENCLAW_LIVE_PROVIDERS="google,google-antigravity,google-gemini-cli"`. `src/gateway/gateway-models.profiles.live.test.ts`. `src/gateway/live-image-probe.ts`. `OPENCLAW_LIVE_GATEWAY_PROVIDERS="google,google-antigravity,google-gemini-cli,openai,anthropic,zai,minimax"`. `src/gateway/server-methods/agent.ts`. `src/gateway/chat-attachments.ts`. ## ​ Live: CLI backend smoke (Claude, Codex, Gemini, or other local CLIs). `src/gateway/gateway-cli-backend.live.test.ts`. `claude-cli/claude-sonnet-4-6`. `OPENCLAW_LIVE_CLI_BACKEND_MODEL="codex-cli/gpt-5.5"`. pnpm test:live src/gateway/gateway-cli-backend.live.test.ts`. pnpm test:live src/agents/cli-runner/bundle-mcp.gemini.live.test.ts`. `pnpm test:docker:live-cli-backend`. `pnpm test:docker:live-cli-backend:claude. pnpm test:docker:live-cli-backend:claude-subscription. pnpm test:docker:live-cli-backend:codex. pnpm test:docker:live-cli-backend:gemini`. `scripts/test-live-cli-backend-docker.sh`. ## ​ Live: ACP bind smoke (`/acp spawn ... `src/gateway/gateway-acp-bind.live.test.ts`. `pnpm test:live src/gateway/gateway-acp-bind.live.test.ts`. `pnpm test:docker:live-acp-bind`. `pnpm test:docker:live-acp-bind:claude. pnpm test:docker:live-acp-bind:codex. pnpm test:docker:live-acp-bind:droid. pnpm test:docker:live-acp-bind:gemini. pnpm test:docker:live-acp-bind:opencode`. `scripts/test-live-acp-bind-docker.sh`. `src/gateway/gateway-codex-harness.live.test.ts`. pnpm test:live -- src/gateway/gateway-codex-harness.live.test.ts`. pnpm test:docker:live-codex-harness`. `scripts/test-live-codex-harness-docker.sh`. `OPENCLAW_LIVE_MODELS="openai/gpt-5.5" pnpm test:live src/agents/models.profiles.live.test.ts`. `OPENCLAW_LIVE_GATEWAY_MODELS="openai/gpt-5.5" pnpm test:live src/gateway/gateway-models.profiles.live.test.ts`. `OPENCLAW_LIVE_GATEWAY_MODELS="openai/gpt-5.5,openai-codex/gpt-5.5,anthropic/claude-opus-4-6,google/gemini-3-flash-preview,deepseek/deepseek-v4-flash,zai/glm-5.1,minimax/MiniMax-M2.7" pnpm test:live src/gateway/gateway-models.profiles.live.test.ts`. `OPENCLAW_LIVE_GATEWAY_MODELS="google/gemini-3-flash-preview" pnpm test:live src/gateway/gateway-models.profiles.live.test.ts`. `OPENCLAW_LIVE_GATEWAY_MODELS="google-antigravity/claude-opus-4-6-thinking,google-antigravity/gemini-3-pro-high" pnpm test:live src/gateway/gateway-models.profiles.live.test.ts`. `OPENCLAW_LIVE_GATEWAY_MODELS="openai/gpt-5.5,openai-codex/gpt-5.5,anthropic/claude-opus-4-6,google/gemini-3.1-pro-preview,google/gemini-3-flash-preview,google-antigravity/claude-opus-4-6-thinking,google-antigravity/gemini-3-flash,deepseek/deepseek-v4-flash,zai/glm-5.1,minimax/MiniMax-M2.7" pnpm test:live src/gateway/gateway-models.profiles.live.test.ts`. BYTEPLUS_LIVE_TEST=1 pnpm test:live extensions/byteplus/live.test.ts`. `test/image-generation.runtime.live.test.ts`. `pnpm test:live test/image-generation.runtime.live.test.ts`. `pnpm test:live:media image`. `OPENCLAW_LIVE_IMAGE_GENERATION_MODELS="openai/gpt-image-2,google/gemini-3.1-flash-image-preview,openrouter/google/gemini-3.1-flash-image-preview,xai/grok-imagine-image"`. `OPENCLAW_LIVE_TEST=1 OPENCLAW_LIVE_INFER_CLI_TEST=1 pnpm test:live -- test/image-generation.infer-cli.live.test.ts. --model google/gemini-3.1-flash-image-preview \. `OPENCLAW_LIVE_TEST=1 pnpm test:live -- extensions/music-generation-providers.live.test.ts`. `OPENCLAW_LIVE_TEST=1 pnpm test:live -- extensions/video-generation-providers.live.test.ts`. `pnpm test:live:media image video --providers openai,google,minimax`.

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##### Start here

##### FAQ

##### Testing

##### Diagnostics

##### Community and meta

# Testing: live suites

## Documentation Index

Fetch the complete documentation index at: <https://docs.openclaw.ai/llms.txt>

Use this file to discover all available pages before exploring further.

## [​](#live-local-profile-smoke-commands) Live: local profile smoke commands

`~/.profile`
`source ~/.profile`
`pnpm openclaw infer tts convert --local --json \
 --text "OpenClaw live smoke." \
 --output /tmp/openclaw-live-smoke.mp3`
`pnpm openclaw voicecall setup --json
pnpm openclaw voicecall smoke --to "+15555550123"`
`voicecall smoke`
`--yes`
`--yes`

## [​](#live-android-node-capability-sweep) Live: Android node capability sweep

`src/gateway/android-node.capabilities.live.test.ts`
`pnpm android:test:integration`
`node.invoke`
`OPENCLAW_ANDROID_NODE_ID`
`OPENCLAW_ANDROID_NODE_NAME`
`OPENCLAW_ANDROID_GATEWAY_URL`
`OPENCLAW_ANDROID_GATEWAY_TOKEN`
`OPENCLAW_ANDROID_GATEWAY_PASSWORD`

## [​](#live-model-smoke-profile-keys) Live: model smoke (profile keys)

### [​](#layer-1-direct-model-completion-no-gateway) Layer 1: Direct model completion (no gateway)

`src/agents/models.profiles.live.test.ts`
`getApiKeyForModel`
`pnpm test:live`
`OPENCLAW_LIVE_TEST=1`
`OPENCLAW_LIVE_MODELS=modern`
`all`
`pnpm test:live`
`OPENCLAW_LIVE_MODELS=modern`
`OPENCLAW_LIVE_MODELS=all`
`OPENCLAW_LIVE_MODELS="openai/gpt-5.5,openai-codex/gpt-5.5,anthropic/claude-opus-4-6,..."`
`OPENCLAW_LIVE_MAX_MODELS=0`
`OPENCLAW_LIVE_TEST_TIMEOUT_MS`
`OPENCLAW_LIVE_MODEL_CONCURRENCY`
`OPENCLAW_LIVE_PROVIDERS="google,google-antigravity,google-gemini-cli"`
`OPENCLAW_LIVE_REQUIRE_PROFILE_KEYS=1`

### [​](#layer-2-gateway-+-dev-agent-smoke-what-“@openclaw”-actually-does) Layer 2: Gateway + dev agent smoke (what “@openclaw” actually does)

`src/gateway/gateway-models.profiles.live.test.ts`
`agent:dev:*`
`read`
`read`
`exec+read`
`exec`
`read`
`cat <CODE>`
`src/gateway/gateway-models.profiles.live.test.ts`
`src/gateway/live-image-probe.ts`
`pnpm test:live`
`OPENCLAW_LIVE_TEST=1`
`OPENCLAW_LIVE_GATEWAY_MODELS=all`
`OPENCLAW_LIVE_GATEWAY_MODELS="provider/model"`
`OPENCLAW_LIVE_GATEWAY_MAX_MODELS=0`
`OPENCLAW_LIVE_GATEWAY_PROVIDERS="google,google-antigravity,google-gemini-cli,openai,anthropic,zai,minimax"`
`read`
`exec+read`
`src/gateway/live-image-probe.ts`
`agent`
`attachments: [{ mimeType: "image/png", content: "<base64>" }]`
`images[]`
`src/gateway/server-methods/agent.ts`
`src/gateway/chat-attachments.ts`
`cat`
`provider/model`
`openclaw models list
openclaw models list --json`

## [​](#live-cli-backend-smoke-claude-codex-gemini-or-other-local-clis) Live: CLI backend smoke (Claude, Codex, Gemini, or other local CLIs)

`src/gateway/gateway-cli-backend.live.test.ts`
`cli-backend.ts`
`pnpm test:live`
`OPENCLAW_LIVE_TEST=1`
`OPENCLAW_LIVE_CLI_BACKEND=1`
`claude-cli/claude-sonnet-4-6`
`OPENCLAW_LIVE_CLI_BACKEND_MODEL="codex-cli/gpt-5.5"`
`OPENCLAW_LIVE_CLI_BACKEND_COMMAND="/full/path/to/codex"`
`OPENCLAW_LIVE_CLI_BACKEND_ARGS='["exec","--json","--color","never","--sandbox","read-only","--skip-git-repo-check"]'`
`OPENCLAW_LIVE_CLI_BACKEND_IMAGE_PROBE=1`
`OPENCLAW_LIVE_CLI_BACKEND_IMAGE_ARG="--image"`
`OPENCLAW_LIVE_CLI_BACKEND_IMAGE_MODE="repeat"`
`"list"`
`IMAGE_ARG`
`OPENCLAW_LIVE_CLI_BACKEND_RESUME_PROBE=1`
`OPENCLAW_LIVE_CLI_BACKEND_MODEL_SWITCH_PROBE=1`
`OPENCLAW_LIVE_CLI_BACKEND_MCP_PROBE=1`
`OPENCLAW_LIVE_CLI_BACKEND=1 \
 OPENCLAW_LIVE_CLI_BACKEND_MODEL="codex-cli/gpt-5.5" \
 pnpm test:live src/gateway/gateway-cli-backend.live.test.ts`
`OPENCLAW_LIVE_TEST=1 \
 pnpm test:live src/agents/cli-runner/bundle-mcp.gemini.live.test.ts`
`gemini --debug mcp list`
`transport: "streamable-http"`
`pnpm test:docker:live-cli-backend`
`pnpm test:docker:live-cli-backend:claude
pnpm test:docker:live-cli-backend:claude-subscription
pnpm test:docker:live-cli-backend:codex
pnpm test:docker:live-cli-backend:gemini`
`scripts/test-live-cli-backend-docker.sh`
`node`
`@anthropic-ai/claude-code`
`@openai/codex`
`@google/gemini-cli`
`OPENCLAW_DOCKER_CLI_TOOLS_DIR`
`~/.cache/openclaw/docker-cli-tools`
`pnpm test:docker:live-cli-backend:claude-subscription`
`~/.claude/.credentials.json`
`claudeAiOauth.subscriptionType`
`CLAUDE_CODE_OAUTH_TOKEN`
`claude setup-token`
`claude -p`
`cron`

## [​](#live-acp-bind-smoke-/acp-spawn-bind-here) Live: ACP bind smoke (`/acp spawn ... --bind here`)

`/acp spawn ... --bind here`
`src/gateway/gateway-acp-bind.live.test.ts`
`/acp spawn <agent> --bind here`
`pnpm test:live src/gateway/gateway-acp-bind.live.test.ts`
`OPENCLAW_LIVE_ACP_BIND=1`
`claude,codex,gemini`
`pnpm test:live 

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