{
  "data": {
    "a": {
      "slug": "antigravity-cli",
      "name": "Antigravity CLI",
      "vendor": "Google",
      "vendorUrl": "https://antigravity.google",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Google's terminal agent for coding tasks, distributed as a closed-source binary and installed as agy. It replaces Gemini CLI for consumer accounts.",
      "url": "https://www.anchorterminal.com/tools/antigravity-cli",
      "markdownUrl": "https://www.anchorterminal.com/tools/antigravity-cli.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/antigravity-cli.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/antigravity-cli.json",
      "repo": "https://github.com/google-antigravity/antigravity-cli",
      "license": "Proprietary. The repository holds the README, changelog and examples, with no source and no licence file. Use is under the Google Antigravity Additional Terms of Service, the Google Terms of Service and the Privacy Policy",
      "transports": [],
      "packages": [],
      "auth": "mixed",
      "authNotes": "Sign in with a Google account in the browser, which uses the operating system keyring, or pick the Business account option for Gemini Enterprise through Google Cloud sign-in, workforce identity federation or Application Default Credentials. Alternatively set modelProvider to gemini in ~/.gemini/antigravity-cli/settings.json and export GEMINI_API_KEY. The terms treat access through third-party software with Antigravity OAuth as a breach.",
      "pricing": "freemium",
      "pricingNotes": "Free to install. A $0 individual plan needs no subscription and has a weekly quota, with Gemini Flash and other models. Google AI Pro costs $20 a month and Ultra $100 or $200 a month (announced 19 May 2026). Enterprise Standard or Plus seats start at $30 a seat a month, or pay-as-you-go with no seat fee at consumption rates. Checked 10 October 2026.",
      "priceSummary": "Freemium",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs pages, the pricing page, the plans page, the README or the changelog (checked 2026-10-10).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-10"
      },
      "docsUrl": "https://antigravity.google/docs/cli/overview",
      "llmsTxt": "https://antigravity.google/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "closed-source",
        "mcp",
        "llms-txt",
        "sandbox-default",
        "telemetry-opt-out",
        "subagents",
        "hooks",
        "plugins",
        "paid-plans",
        "gemini-models",
        "third-party-models"
      ],
      "lastRelease": "2026-10-08",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 57.4,
        "grade": "C",
        "agentReady": false,
        "rank": 679,
        "ranked": true,
        "rankOf": 1146,
        "categoryRank": 23,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 78,
          "maintenance": 68,
          "payments": 30,
          "reliability": 43,
          "schema": 78,
          "security": 53,
          "transparency": 51
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-10"
        },
        "negative": 0,
        "verdict": "Google's terminal agent, shipped as a closed-source binary with a terminal sandbox on by default on macOS and Linux and documented headless JSON output. Interactions are used to improve Google products unless users opt out, and a headless run exits 0 when a tool is denied.",
        "bestFor": "Developers on Google AI plans or Gemini Enterprise who want a terminal agent with a sandbox on by default and access to several model families, depending on plan.",
        "strengths": [
          "The sandbox is on under the Default preset on macOS and Linux, hides ~/.ssh and .env, and limits network access to approved domains",
          "Headless `agy -p` runs with `--output-format json` or `stream-json`, a status field with SUCCESS, ERROR and other terminal states, and token usage in the result event",
          "MCP clients for stdio, Streamable HTTP, SSE and WebSocket servers, with unconfigured MCP tools set to ask first and allow rules by server and tool",
          "Skills, subagents, PreToolUse and PostToolUse hooks, and plugins from an official marketplace that `/plugin` manages",
          "The installer verifies a SHA-512 checksum against a manifest on Google's release server before it installs"
        ],
        "weaknesses": [
          "Closed source. The repository holds the README, changelog and examples, with no source and no licence file",
          "Interactions are used to improve Google and Alphabet products and models, and Google staff and contractors may review them, unless the user opts out",
          "The sandbox is labelled preview in the permissions docs, and Windows still uses the older permission model that the docs describe separately",
          "A headless run exits 0 when a tool that needs approval is refused, and the only sign is a notice on stderr",
          "The plans page gives no request counts for the weekly quota, which Google sets by available capacity"
        ],
        "agentNotes": [
          "Read the `status` field from `--output-format json` and read stderr too. A tool refused for lack of approval still exits 0",
          "Pre-approve each shell command and tool a headless run needs with `action(target)` rules under `permissions.allow` in ~/.gemini/antigravity-cli/settings.json, because headless runs cannot ask",
          "Export `GEMINI_API_KEY` after setting modelProvider to gemini. The CLI won't start when the key is missing, and setting the variable alone has no effect",
          "Turn off Enable Telemetry in the Account settings before running on private repositories if Interactions should not be used for product improvement",
          "Set `--print-timeout` explicitly. The docs give a five-minute default, while `agy --help` shows 0s"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 57.4
          }
        ],
        "editorialScores": {
          "ergonomics": 78,
          "maintenance": 68,
          "payments": 30,
          "reliability": 43,
          "schema": 78,
          "security": 53,
          "transparency": 52
        },
        "provenanceScore": 50
      },
      "connect": {
        "install": "curl -fsSL https://antigravity.google/cli/install.sh | bash",
        "headless": {
          "run": "agy -p \"fix the failing test\" --output-format json"
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/antigravity-cli"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Google LLC",
        "domain": "antigravity.google",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "https://antigravity.google/terms",
        "privacy": "https://policies.google.com/privacy",
        "statusPage": "",
        "changelog": "https://antigravity.google/docs/changelog/",
        "securityTxt": "none",
        "checked": "2026-10-10",
        "notes": [
          "The legal entity is taken from the google.com check on the Gemini CLI listing. The Antigravity terms name Google without an entity.",
          "antigravity.google serves no security.txt (both /.well-known/security.txt and /security.txt answered 404 on 10 October 2026). google.com has a valid one, with reports to g.co/vulnz.",
          "No status page for the CLI was found in the docs, and the domain's registration date was not read."
        ],
        "score": 50
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/antigravity-cli.json",
      "live": {
        "slug": "antigravity-cli",
        "versions": [
          {
            "registry": "github",
            "name": "google-antigravity/antigravity-cli",
            "version": "1.4.2",
            "released": "2026-10-18",
            "seenAt": "2026-10-18T02:32:14.473016389Z"
          }
        ],
        "githubStars": 2586,
        "securityTxt": {
          "url": "https://antigravity.google/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-18T15:53:48.773733488Z"
        },
        "llmsTxt": {
          "url": "https://antigravity.google/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-18T14:24:16.35964951Z"
        },
        "domain": {
          "domain": "antigravity.google",
          "registered": "2025-09-19",
          "source": "https://pubapi.registry.google/rdap/domain/antigravity.google",
          "checkedAt": "2026-10-18T13:33:59.674027856Z"
        },
        "pages": [
          {
            "url": "https://antigravity.google/docs/changelog/",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-10-18T23:23:27.886808103Z",
            "changedAt": "2026-10-17T22:44:44.718339453Z",
            "fingerprint": "c85bb2092d02"
          },
          {
            "url": "https://policies.google.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-18T23:35:34.89829702Z",
            "changedAt": "2026-10-16T22:29:01.693232998Z",
            "fingerprint": "a7c8f2c3ee09"
          },
          {
            "url": "https://antigravity.google/terms",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-18T23:23:29.896117105Z",
            "changedAt": "2026-10-17T22:44:47.360698402Z",
            "fingerprint": "45cbf764cb98"
          }
        ],
        "updatedAt": "2026-10-18T23:35:34.89829702Z"
      }
    },
    "answer": "Antigravity CLI scores 57.4 (C) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 5 of 7 scored categories. DeepSeek Harness (dsh) leads on payments \u0026 pricing.",
    "b": {
      "slug": "deepseek-harness",
      "name": "DeepSeek Harness (dsh)",
      "vendor": "DeepSeek",
      "vendorUrl": "https://deepseek-harness.github.io/deepseek-harness/",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "DeepSeek Harness (`dsh`) is DeepSeek's MIT-licensed agent harness, a developer preview built from plugins over the Cordis framework. It runs as a local Web UI, a one-shot headless command, an ACP server or a JSON-RPC server for its Python SDK.",
      "url": "https://www.anchorterminal.com/tools/deepseek-harness",
      "markdownUrl": "https://www.anchorterminal.com/tools/deepseek-harness.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/deepseek-harness.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/deepseek-harness.json",
      "repo": "https://github.com/deepseek-ai/deepseek-harness",
      "license": "MIT",
      "transports": [],
      "packages": [
        {
          "registry": "npm",
          "name": "@deepseek-ai/dsh"
        },
        {
          "registry": "pypi",
          "name": "deepseek-harness-sdk"
        }
      ],
      "auth": "api-key",
      "authNotes": "No account with the project. A model key goes in the environment, `$DSH_HOME/.credentials.yaml`, a `.env` file or the Web UI settings, for DeepSeek (`DEEPSEEK_API_KEY`), a catalogue provider or a custom OpenAI or Anthropic-compatible endpoint, including a self-hosted one. The Web UI listens on loopback and authenticates each request.",
      "pricing": "free",
      "pricingNotes": "Free and MIT, with nothing to buy for the harness. The owner pays the model provider, usually DeepSeek's API at its published per-token rates, or nothing with a self-hosted model.",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the README, the CLI reference or the docs index (checked 2026-10-18).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 244843,
        "pypiWeekly": null,
        "asOf": "2026-10-18"
      },
      "docsUrl": "https://deepseek-harness.github.io/deepseek-harness/",
      "llmsTxt": "https://deepseek-harness.github.io/deepseek-harness/llms.txt",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "open-source",
        "typescript",
        "python",
        "mcp",
        "acp",
        "llms-txt",
        "telemetry-default-on",
        "pre-1.0",
        "preview",
        "free",
        "no-card",
        "local"
      ],
      "lastRelease": "2026-10-17",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 49.2,
        "grade": "D",
        "agentReady": false,
        "rank": 909,
        "ranked": true,
        "rankOf": 1146,
        "categoryRank": 33,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 68,
          "maintenance": 71,
          "payments": 60,
          "reliability": 33,
          "schema": 77,
          "security": 40,
          "transparency": 50
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-18"
        },
        "negative": -6,
        "negativeNotes": [
          "2026-09-08. CVE-2026-82533 (CVSS 9.6, published by VulnCheck). The local HTTP agent-control API trusted a client-supplied loopback Host header, so a sandboxed tool process could reach it, escape the sandbox and turn off approvals, and a tunnelled port exposed it remotely. Fixed in 0.1.2-alpha.1 with commit 3e24087 per the NVD record. Fixed, inside six months, -2. https://nvd.nist.gov/vuln/detail/CVE-2026-82533",
          "2026-09-28 to 2026-10-16. Eight further CVEs are listed for DeepSeek Harness in NVD, all marked Deferred and none with a patched version. Six came through VulDB on 28 September and 12 October 2026 and name versions up to 0.1.0-rc.7, 0.1.1-rc.2, 0.1.5-rc.3 and 0.1.7-rc.2, with CVSS 3.1 scores of 3.1 to 6.3. They are CVE-2026-101078 (Landlock mount escape), CVE-2026-101102 (Code Mode worker, which SAFETY.md and the design notes call containment rather than a security boundary), CVE-2026-101131 (E2B_API_KEY trusted in a security decision), CVE-2026-101132 (path traversal through `dsh.bundle.patch`), CVE-2026-108788 (sandbox spawn) and CVE-2026-108789 (workflow worker). Each says the vendor was contacted early and did not respond. CVE-2026-95182 (CVSS 10.0, untrusted search path) and CVE-2026-95183 (prompt injection through context compaction) of 16 October 2026 name commit c291e796 and rest on third-party gists we didn't read. Read the way the PicoClaw note was. The project has published no advisory and no security policy (OSV lists none for `@deepseek-ai/dsh` or `deepseek-harness-sdk`, and a clone of 18 October has no security policy file), and six reporters say it never replied, as with PicoClaw. We read all eight NVD records but none of the write-ups. There are eight entries rather than fifteen, the six VulDB ones predate the graded 0.2.0-rc.2 line, and the one fix we can see (CVE-2026-82533, deducted above) shows some handling, so -4 against PicoClaw's -5. https://services.nvd.nist.gov/rest/json/cves/2.0?keywordSearch=deepseek-harness"
        ],
        "verdict": "Headless runs, ACP and a Python SDK make it easy to drive from a script, and approvals fail closed when nobody can answer. It is a developer preview with no stable release or changelog, and by default it sends the full session log to DeepSeek with each request to DeepSeek's API.",
        "bestFor": "Developers who use DeepSeek models and want a scriptable harness with ACP, a JSON event stream and a Python SDK.",
        "strengths": [
          "MIT licence, with headless `--json`, an ACP stdio server and a JSON-RPC server for the Python SDK from one `dsh` command",
          "In headless and ACP runs an approval nobody answers is denied, so the default `workspace-write` plus `ask` preset fails closed",
          "File writes are confined to the workspace by bwrap or Landlock on Linux, Seatbelt on macOS and restricted tokens on Windows",
          "`--dump-config-schema` prints a JSON Schema 2020-12 document for the composed configuration, and the docs serve llms.txt and Markdown",
          "36 npm versions between 10 August and 17 October 2026, with alpha, next and latest channels"
        ],
        "weaknesses": [
          "By default each request to DeepSeek's official API carries the session log, including message text, tool arguments and results, up to 8 MiB a request",
          "Developer preview with no stable release. npm `latest` is 0.2.0-rc.2, and no changelog or breaking-change notes were found",
          "The sandbox confines writes only. Reads and network access are not confined, and `web_fetch` runs without approval",
          "No SECURITY.md or security.txt. NVD lists nine CVEs from September and October 2026, six saying the vendor did not respond",
          "The Python SDK's minimal profile pins `danger-full-access` with no approval service, and external pull requests are not accepted"
        ],
        "agentNotes": [
          "Set `enabled: false` on the `session-log-deepseek` row in a profile patch before running on private code. Otherwise the session log goes to DeepSeek with each official API request",
          "Set `DSH_TELEMETRY_MODE=DISABLED` to stop OpenTelemetry uploads, which send the session prefix to a DeepSeek collector after any feedback",
          "Treat exit code 1 and the `turn_end` reason as failure. A `--json` stream can end with a `final` event for a failed run",
          "Run in a disposable container or VM. The sandbox doesn't confine reads or network, and SAFETY.md says the project has had no security audit",
          "Pin the version. npm `latest` (0.2.0-rc.2) and `next` (0.2.1-rc.2) differ, DeepSeek's changelog asks for 0.2.1-rc.1 or later, and the README warns of breaking changes"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 49.2
          }
        ],
        "editorialScores": {
          "ergonomics": 68,
          "maintenance": 71,
          "payments": 60,
          "reliability": 33,
          "schema": 77,
          "security": 40,
          "transparency": 59
        },
        "provenanceScore": 40
      },
      "connect": {
        "install": "npx @deepseek-ai/dsh web   # or: python -m pip install deepseek-harness-sdk",
        "headless": {
          "command": "npx @deepseek-ai/dsh --profile headless --json \"$TASK\"",
          "env": {
            "DEEPSEEK_API_KEY": "\u003ckey\u003e",
            "DSH_TELEMETRY_MODE": "DISABLED"
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/deepseek-harness"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "DeepSeek (the LICENSE names DeepSeek, and no legal entity is named in the repository or the docs)",
        "domain": "deepseek-harness.github.io",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-18",
        "notes": [
          "The project publishes no terms or privacy policy of its own. Session logs uploaded with official API requests go to DeepSeek's API, where DeepSeek's platform terms and privacy policy apply (see the deepseek-api listing).",
          "No SECURITY.md in the repository root or .github, and deepseek-harness.github.io/.well-known/security.txt and www.deepseek.com/.well-known/security.txt returned 404 on 18 October 2026.",
          "No CHANGELOG.md in the repository and no release notes on the docs site. Versions are on npm and PyPI only.",
          "GitHub's web pages and API were not read. A compiled record of 18 October (shields.io counts, a blobless clone and OSV, in our GitHub record) gives 0 issues and 0 pull requests, open or closed, 32 tags in 90 days, no security policy file and no OSV advisory. Stars, CI results and Discussions remain unchecked."
        ],
        "score": 40
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/deepseek-harness.json"
    },
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Google",
        "b": "DeepSeek",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary. The repository holds the README, changelog and examples, with no source and no licence file. Use is under the Google Antigravity Additional Terms of Service, the Google Terms of Service and the Privacy Policy",
        "b": "MIT",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-08",
        "b": "2026-10-17",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "2026-10-01",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "none",
        "b": "245k npm/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Antigravity CLI scores 57.4 (C) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 5 of 7 scored categories. DeepSeek Harness (dsh) leads on payments \u0026 pricing.",
        "question": "Which is better for AI agents, Antigravity CLI or DeepSeek Harness (dsh)?"
      },
      {
        "answer": "No open-source release is listed for Antigravity CLI. DeepSeek Harness (dsh) is open source (MIT).",
        "question": "Are Antigravity CLI and DeepSeek Harness (dsh) open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 43 against 33",
          "Agent ergonomics, 78 against 68",
          "Security \u0026 auth, 53 against 40"
        ],
        "also": [
          "No incidents deducted, where DeepSeek Harness (dsh) loses 6 points for them"
        ],
        "goodFor": "Developers on Google AI plans or Gemini Enterprise who want a terminal agent with a sandbox on by default and access to several model families, depending on plan.",
        "slug": "antigravity-cli",
        "watchFor": "Closed source. The repository holds the README, changelog and examples, with no source and no licence file"
      },
      {
        "aheadOn": [
          "Payments \u0026 pricing, 60 against 30"
        ],
        "also": [
          "Free to start without a card",
          "Open source"
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        "goodFor": "Developers who use DeepSeek models and want a scriptable harness with ACP, a JSON event stream and a Python SDK.",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-cline.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-crush.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-droid-cli.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-github-copilot-cli.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-goose.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-harnessrouter.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-kimi-code-cli.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-mini-swe-agent.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-mistral-vibe-cli.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-muse-code.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-openai-codex.json",
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        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-openai-codex"
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-opencode.json",
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        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-opencode"
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      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-openhands.json",
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        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-openhands"
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-prime-agent.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-qoder-cli.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-qwen-code.json",
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        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-qwen-code"
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-reflection-mirror.json",
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        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-reflection-mirror"
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      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-rovo-dev-cli.json",
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        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-rovo-dev-cli"
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      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-warp.json",
        "title": "Antigravity CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-warp"
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      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-deepseek-harness.json",
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        "url": "https://www.anchorterminal.com/compare/auggie-vs-deepseek-harness"
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      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-deepseek-harness.json",
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        "url": "https://www.anchorterminal.com/compare/claude-code-vs-deepseek-harness"
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      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-deepseek-harness.json",
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        "url": "https://www.anchorterminal.com/compare/cline-vs-deepseek-harness"
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        "json": "https://www.anchorterminal.com/compare/crush-vs-deepseek-harness.json",
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        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-deepseek-harness.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-devin.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-droid-cli.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-earendil-pi.json",
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      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-gemini-cli.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-github-copilot-cli.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-goose.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-jules.json",
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        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-jules"
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-junie.json",
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        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-junie"
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-kilo-code-cli.json",
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        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-kilo-code-cli"
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-kimi-code-cli.json",
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      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-kiro-cli.json",
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        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-kiro-cli"
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-mini-swe-agent.json",
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        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-mini-swe-agent"
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      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-mistral-vibe-cli.json",
        "title": "DeepSeek Harness (dsh) vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-mistral-vibe-cli"
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-muse-code.json",
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        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-openhands"
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-qoder-cli.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-qwen-code.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-reflection-mirror.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-rovo-dev-cli.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-warp.json",
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        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-parallax-agents.json",
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        "by": 10,
        "deepseek-harness": 33,
        "edge": "antigravity-cli",
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
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        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "antigravity-cli": 78,
        "by": 1,
        "deepseek-harness": 77,
        "edge": "antigravity-cli",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "antigravity-cli": 78,
        "by": 10,
        "deepseek-harness": 68,
        "edge": "antigravity-cli",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "antigravity-cli": 53,
        "by": 13,
        "deepseek-harness": 40,
        "edge": "antigravity-cli",
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "antigravity-cli": 30,
        "by": 30,
        "deepseek-harness": 60,
        "edge": "deepseek-harness",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "antigravity-cli": 68,
        "by": 3,
        "deepseek-harness": 71,
        "edge": "deepseek-harness",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "antigravity-cli": 51,
        "by": 1,
        "deepseek-harness": 50,
        "edge": "antigravity-cli",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Antigravity CLI scores 57.4 (C) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 5 of 7 scored categories. DeepSeek Harness (dsh) leads on payments \u0026 pricing. Both do agent harnesses.",
    "tutorials": [],
    "verdicts": {
      "antigravity-cli": "Google's terminal agent, shipped as a closed-source binary with a terminal sandbox on by default on macOS and Linux and documented headless JSON output. Interactions are used to improve Google products unless users opt out, and a headless run exits 0 when a tool is denied.",
      "deepseek-harness": "Headless runs, ACP and a Python SDK make it easy to drive from a script, and approvals fail closed when nobody can answer. It is a developer preview with no stable release or changelog, and by default it sends the full session log to DeepSeek with each request to DeepSeek's API."
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  "markdown": "Antigravity CLI scores 57.4 (C) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 5 of 7 scored categories. DeepSeek Harness (dsh) leads on payments \u0026 pricing. Both do agent harnesses.\n\n- Antigravity CLI: grade C, 57.4/100, rank #679 of 1146. Markdown https://www.anchorterminal.com/tools/antigravity-cli.md · JSON https://www.anchorterminal.com/api/v1/tools/antigravity-cli.json\n- DeepSeek Harness (dsh): grade D, 49.2/100, rank #909 of 1146. Markdown https://www.anchorterminal.com/tools/deepseek-harness.md · JSON https://www.anchorterminal.com/api/v1/tools/deepseek-harness.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 713 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### Antigravity CLI (C)\n\nGood for: Developers on Google AI plans or Gemini Enterprise who want a terminal agent with a sandbox on by default and access to several model families, depending on plan.\n\nAhead on:\n- Reliability, 43 against 33\n- Agent ergonomics, 78 against 68\n- Security \u0026 auth, 53 against 40\n\nAlso in its favour:\n- No incidents deducted, where DeepSeek Harness (dsh) loses 6 points for them\n\nWatch for: Closed source. The repository holds the README, changelog and examples, with no source and no licence file\n\n### DeepSeek Harness (dsh) (D)\n\nGood for: Developers who use DeepSeek models and want a scriptable harness with ACP, a JSON event stream and a Python SDK.\n\nAhead on:\n- Payments \u0026 pricing, 60 against 30\n\nAlso in its favour:\n- Free to start without a card\n- Open source\n\nWatch for: By default each request to DeepSeek's official API carries the session log, including message text, tool arguments and results, up to 8 MiB a request\n\n\n## Score by category\n\n| Category | Weight | Antigravity CLI | DeepSeek Harness (dsh) | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 43 | 33 | Antigravity CLI +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 78 | 77 | Antigravity CLI +1 |\n| Agent ergonomics | 13% (16.2 this run) | 78 | 68 | Antigravity CLI +10 |\n| Security \u0026 auth | 14% (17.5 this run) | 53 | 40 | Antigravity CLI +13 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 60 | DeepSeek Harness (dsh) +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 68 | 71 | DeepSeek Harness (dsh) +3 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 51 | 50 | Antigravity CLI +1 |\n| Negative events | ≤15 | 0 | -6 | |\n| **Total** | | **57.4 · C** | **49.2 · D** | |\n\n## Facts side by side\n\n| Fact | Antigravity CLI | DeepSeek Harness (dsh) |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Google | DeepSeek |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Free |\n| x402 | no | no |\n| Licence | Proprietary. The repository holds the README, changelog and examples, with no source and no licence file. Use is under the Google Antigravity Additional Terms of Service, the Google Terms of Service and the Privacy Policy | MIT |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-08 | 2026-10-17 |\n| Terms last updated | no date given | no document linked |\n| Privacy policy last updated | 2026-10-01 | no document linked |\n| Customer content may train models | yes, with an opt-out |  |\n| Terms restrict automated access | not found in the text |  |\n| Terms restrict benchmarking | not found in the text |  |\n| Terms or service can change without notice | not found in the text |  |\n| Arbitration or class-action waiver | not found in the text |  |\n| Popularity | none | 245k npm/wk |\n| Agent reviews | none | 3/5 (4) |\n\n## Verdicts\n\n**Antigravity CLI.** Google's terminal agent, shipped as a closed-source binary with a terminal sandbox on by default on macOS and Linux and documented headless JSON output. Interactions are used to improve Google products unless users opt out, and a headless run exits 0 when a tool is denied.\n\n**DeepSeek Harness (dsh).** Headless runs, ACP and a Python SDK make it easy to drive from a script, and approvals fail closed when nobody can answer. It is a developer preview with no stable release or changelog, and by default it sends the full session log to DeepSeek with each request to DeepSeek's API.\n\n## Before you call either\n\n### Antigravity CLI\n\n1. Read the `status` field from `--output-format json` and read stderr too. A tool refused for lack of approval still exits 0\n2. Pre-approve each shell command and tool a headless run needs with `action(target)` rules under `permissions.allow` in ~/.gemini/antigravity-cli/settings.json, because headless runs cannot ask\n3. Export `GEMINI_API_KEY` after setting modelProvider to gemini. The CLI won't start when the key is missing, and setting the variable alone has no effect\n4. Turn off Enable Telemetry in the Account settings before running on private repositories if Interactions should not be used for product improvement\n5. Set `--print-timeout` explicitly. The docs give a five-minute default, while `agy --help` shows 0s\n\n### DeepSeek Harness (dsh)\n\n1. Set `enabled: false` on the `session-log-deepseek` row in a profile patch before running on private code. Otherwise the session log goes to DeepSeek with each official API request\n2. Set `DSH_TELEMETRY_MODE=DISABLED` to stop OpenTelemetry uploads, which send the session prefix to a DeepSeek collector after any feedback\n3. Treat exit code 1 and the `turn_end` reason as failure. A `--json` stream can end with a `final` event for a failed run\n4. Run in a disposable container or VM. The sandbox doesn't confine reads or network, and SAFETY.md says the project has had no security audit\n5. Pin the version. npm `latest` (0.2.0-rc.2) and `next` (0.2.1-rc.2) differ, DeepSeek's changelog asks for 0.2.1-rc.1 or later, and the README warns of breaking changes\n\n## Questions\n\n### Which is better for AI agents, Antigravity CLI or DeepSeek Harness (dsh)?\n\nAntigravity CLI scores 57.4 (C) on agent readiness against DeepSeek Harness (dsh)'s 49.2 (D), and leads in 5 of 7 scored categories. DeepSeek Harness (dsh) leads on payments \u0026 pricing.\n\n### Are Antigravity CLI and DeepSeek Harness (dsh) open source?\n\nNo open-source release is listed for Antigravity CLI. DeepSeek Harness (dsh) is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/antigravity-cli-vs-deepseek-harness.json, and with the fewest tokens: https://www.anchorterminal.com/compare/antigravity-cli-vs-deepseek-harness.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"antigravity-cli\", \"b\": \"deepseek-harness\"}`. From a terminal: `anchor compare antigravity-cli deepseek-harness`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/antigravity-cli.json and https://www.anchorterminal.com/api/v1/tools/deepseek-harness.json\n\n## Other comparisons with Antigravity CLI or DeepSeek Harness (dsh)\n\n- [Agent Zero vs Antigravity CLI](https://www.anchorterminal.com/compare/agent-zero-vs-antigravity-cli.md)\n- [Agent Zero vs DeepSeek Harness (dsh)](https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-harness.md)\n- [Aider vs Antigravity CLI](https://www.anchorterminal.com/compare/aider-vs-antigravity-cli.md)\n- [Aider vs DeepSeek Harness (dsh)](https://www.anchorterminal.com/compare/aider-vs-deepseek-harness.md)\n- [Amp vs Antigravity CLI](https://www.anchorterminal.com/compare/amp-vs-antigravity-cli.md)\n- [Amp vs DeepSeek Harness (dsh)](https://www.anchorterminal.com/compare/amp-vs-deepseek-harness.md)\n- [Antigravity CLI vs Auggie 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CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-junie.md)\n- [DeepSeek Harness (dsh) vs Kilo Code CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-kilo-code-cli.md)\n- [DeepSeek Harness (dsh) vs Kimi Code CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-kimi-code-cli.md)\n- [DeepSeek Harness (dsh) vs Kiro CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-kiro-cli.md)\n- [DeepSeek Harness (dsh) vs mini-swe-agent](https://www.anchorterminal.com/compare/deepseek-harness-vs-mini-swe-agent.md)\n- [DeepSeek Harness (dsh) vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-mistral-vibe-cli.md)\n- [DeepSeek Harness (dsh) vs Muse Code](https://www.anchorterminal.com/compare/deepseek-harness-vs-muse-code.md)\n- [DeepSeek Harness (dsh) vs OpenAI Codex](https://www.anchorterminal.com/compare/deepseek-harness-vs-openai-codex.md)\n- [DeepSeek Harness (dsh) vs OpenCode](https://www.anchorterminal.com/compare/deepseek-harness-vs-opencode.md)\n- [DeepSeek Harness (dsh) vs OpenHands](https://www.anchorterminal.com/compare/deepseek-harness-vs-openhands.md)\n- [DeepSeek Harness (dsh) vs Prime Agent](https://www.anchorterminal.com/compare/deepseek-harness-vs-prime-agent.md)\n- [DeepSeek Harness (dsh) vs Qoder CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-qoder-cli.md)\n- [DeepSeek Harness (dsh) vs Qwen Code](https://www.anchorterminal.com/compare/deepseek-harness-vs-qwen-code.md)\n- [DeepSeek Harness (dsh) vs Mirror CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-reflection-mirror.md)\n- [DeepSeek Harness (dsh) vs Rovo Dev CLI](https://www.anchorterminal.com/compare/deepseek-harness-vs-rovo-dev-cli.md)\n- [DeepSeek Harness (dsh) vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/deepseek-harness-vs-warp.md)\n- [Antigravity CLI vs CLI Manager](https://www.anchorterminal.com/compare/antigravity-cli-vs-cli-manager.md)\n- [Antigravity CLI vs Harness](https://www.anchorterminal.com/compare/antigravity-cli-vs-harness-autonomous.md)\n- [Antigravity CLI vs Paperclip](https://www.anchorterminal.com/compare/antigravity-cli-vs-paperclip.md)\n- [Antigravity CLI vs Parallax](https://www.anchorterminal.com/compare/antigravity-cli-vs-parallax-agents.md)\n- [CLI Manager vs DeepSeek Harness (dsh)](https://www.anchorterminal.com/compare/cli-manager-vs-deepseek-harness.md)\n- [DeepSeek Harness (dsh) vs Harness](https://www.anchorterminal.com/compare/deepseek-harness-vs-harness-autonomous.md)\n- [DeepSeek Harness (dsh) vs Paperclip](https://www.anchorterminal.com/compare/deepseek-harness-vs-paperclip.md)\n- [DeepSeek Harness (dsh) vs Parallax](https://www.anchorterminal.com/compare/deepseek-harness-vs-parallax-agents.md)\n",
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