{
  "data": {
    "a": {
      "slug": "deepseek-superagent",
      "name": "dsh-superagent (DeepSeek)",
      "vendor": "DeepSeek",
      "vendorUrl": "https://github.com/deepseek-ai/dsh-superagent-prototype",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "dsh-superagent is DeepSeek's MIT-licensed research prototype of a proactive coding agent for one GitHub repository, run as a DeepSeek Harness bundle. A main Session admits requests from allowed people and parallel Executor Sessions work them into pull requests.",
      "url": "https://www.anchorterminal.com/tools/deepseek-superagent",
      "markdownUrl": "https://www.anchorterminal.com/tools/deepseek-superagent.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/deepseek-superagent.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/deepseek-superagent.json",
      "dns": "deepseek-superagent.grade.anchorterminal.com",
      "repo": "https://github.com/deepseek-ai/dsh-superagent-prototype",
      "license": "MIT",
      "transports": [],
      "packages": [],
      "auth": "pat",
      "authNotes": "No account with the project. The agent acts through a dedicated GitHub user account signed in to a `gh` wrapper with `auth login`, and optionally a Feishu bot through `lark-cli`. DSH needs a model provider key. The local Management API takes no credential and accepts only loopback requests with `x-orchestrator-request: 1`.",
      "pricing": "free",
      "pricingNotes": "Free and MIT, with nothing to buy. The operator pays the model provider DSH is set up with, usually DeepSeek's API, for a main Session and one Session per Ticket.",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the README, SETUP.md or docs/000 to 008 (checked 2026-11-01).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-01"
      },
      "docsUrl": "https://github.com/deepseek-ai/dsh-superagent-prototype/tree/main/docs",
      "capabilities": [
        "agent.harness",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "open-source",
        "mit",
        "typescript",
        "local",
        "free",
        "no-card",
        "pre-1.0",
        "preview",
        "telemetry-default-on"
      ],
      "lastRelease": "2026-10-31",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 42.1,
        "grade": "E",
        "agentReady": false,
        "rank": 1108,
        "ranked": true,
        "rankOf": 1251,
        "categoryRank": 41,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 67,
          "maintenance": 34,
          "payments": 40,
          "reliability": 15,
          "schema": 61,
          "security": 33,
          "transparency": 52
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-01"
        },
        "negative": 0,
        "verdict": "The authorization design is careful, with allowed lists, Mandates and a Policy enforced in code, proactive work only recorded by default and auto-merge off. Executors run every command without approval under the operator's OS user, and the README calls it a research prototype with no release, changelog or security policy.",
        "bestFor": "Teams on github.com that want a DeepSeek Harness agent to turn allowed people's issue requests into pull requests, run on an isolated machine or OS account.",
        "strengths": [
          "MIT licence, with nine numbered design and operations documents that state each rule, from admission to restart recovery",
          "Only listed GitHub logins can start work by default, and messages, comments and prompts cannot change the gate, which code enforces",
          "Proactive work starts in `observe` mode, which records what the agent would have done and accepts nothing",
          "The agent never enables auto-merge as its own account, and the default merge rule needs approvals and fewer than 200 changed lines",
          "Setup and worker shells drop environment variables named KEY, PASSWORD, SECRET or TOKEN, and git uses only the agent account's credentials"
        ],
        "weaknesses": [
          "Executor and main Sessions run with `danger-full-access` as the operator's OS user, and the docs say a worker can read the operator's home directory",
          "The README calls it a research prototype, not an official DeepSeek product, at version 0.1.0 with no tag, release or changelog found",
          "Not on npm. Installing means a git clone, `pnpm build`, a pinned DSH release candidate, tmux and a dedicated GitHub user account",
          "The docs don't mention that DSH's shipped profiles upload the session log to DeepSeek with official API requests by default",
          "No SECURITY.md, security.txt or CI workflow found, and GitHub's issues and pull requests couldn't be read"
        ],
        "agentNotes": [
          "Run it under a dedicated OS account holding only the agent's credentials. Executors run commands without approval and can read the operator's home directory",
          "Set `enabled: false` on the `session-log-deepseek` row of the `superagent` profile before using DeepSeek's official API on private code",
          "Keep the accept mode at `observe` and the allowed list short until the recorded Decisions look right",
          "Wait for `scripts/dsh-superagent status` to stop exiting 1 after any save that answers `restarting: true` before the next request",
          "Send `x-orchestrator-request: 1` and a loopback Host to the Management API, and send `revision` with each PUT, since a stale one gets 409"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 42.1
          }
        ],
        "editorialScores": {
          "ergonomics": 67,
          "maintenance": 34,
          "payments": 40,
          "reliability": 15,
          "schema": 61,
          "security": 33,
          "transparency": 51
        },
        "provenanceScore": 52,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-01",
            "maintenance": "2026-11-01",
            "payments": "2026-11-01",
            "reliability": "2026-11-01",
            "schema": "2026-11-01",
            "security": "2026-11-01",
            "transparency": "2026-11-01"
          },
          "last": "2026-11-01",
          "oldest": "2026-11-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm install -g @deepseek-ai/dsh@0.2.1-rc.3 \u0026\u0026 git clone https://github.com/deepseek-ai/dsh-superagent-prototype dsh-superagent \u0026\u0026 cd dsh-superagent \u0026\u0026 pnpm install \u0026\u0026 pnpm build \u0026\u0026 dsh superagent --from-default-profile web --dump-config \u003e /dev/null \u0026\u0026 dsh plugin --profile superagent add \"link:$PWD\""
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/deepseek-superagent"
      },
      "sameCompany": [
        "deepseek-harness"
      ],
      "area": "frameworks",
      "provenance": {
        "legalEntity": "DeepSeek (the LICENSE names the DeepSeek Harness Team; DeepSeek Harness's terms name Hangzhou DeepSeek Artificial Intelligence Co., Ltd.)",
        "domain": "github.com",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "https://www.deepseek.com/en/harness/privacy/",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-11-01",
        "notes": [
          "The repository has no terms or privacy policy of its own. DeepSeek Harness's terms of use and privacy policy (both last updated 20 September 2026) name Hangzhou DeepSeek Artificial Intelligence Co., Ltd. and cover the harness it runs on. The README says the prototype is not an official DeepSeek product.",
          "package.json names `DeepSeek Harness Team \u003cteam@dsh.dev\u003e` as author. dsh.dev didn't resolve from our network on 1 November 2026.",
          "No SECURITY.md in the root or .github, and www.deepseek.com/.well-known/security.txt returned 404 on 1 November 2026.",
          "No CHANGELOG.md, tags or releases found. GitHub's web pages and API weren't reachable, so files were read on raw.githubusercontent.com and the commit history, stars and issues are unchecked."
        ],
        "score": 52
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/deepseek-superagent.json"
    },
    "answer": "Rovo Dev CLI scores 44.1 (E) on agent readiness against dsh-superagent (DeepSeek)'s 42.1 (E), and leads in 4 of 7 scored categories. dsh-superagent (DeepSeek) leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing.",
    "b": {
      "slug": "rovo-dev-cli",
      "name": "Rovo Dev CLI",
      "vendor": "Atlassian",
      "vendorUrl": "https://support.atlassian.com/rovo/docs/use-rovo-dev-cli/",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Atlassian's terminal coding agent, run as `acli rovodev` in the Atlassian CLI with Jira, Confluence and Bitbucket context, one-shot instructions and a local HTTP server mode. Atlassian has announced it will become the Atlassian Rovo CLI.",
      "url": "https://www.anchorterminal.com/tools/rovo-dev-cli",
      "markdownUrl": "https://www.anchorterminal.com/tools/rovo-dev-cli.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/rovo-dev-cli.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/rovo-dev-cli.json",
      "dns": "rovo-dev-cli.grade.anchorterminal.com",
      "license": "Proprietary, under the Atlassian Customer Agreement (effective 1 October 2026) and the Atlassian AI Terms (effective 17 August 2026). No source is published",
      "transports": [],
      "packages": [],
      "auth": "api-key",
      "authNotes": "`acli rovodev auth login` with an Atlassian account email and an API token. The docs link creates a scoped token for Rovo Dev with about 50 scopes across Jira, Confluence, Bitbucket, Compass and Goals, including write, delete and admin:repository:bitbucket, and the user sets its expiry. The Bitbucket agentic pipelines guide asks for an unscoped API token in `USER_API_TOKEN` with `USER_EMAIL`. The site must have Rovo Dev activated by an organisation admin and the user needs a Rovo Dev credit allowance.",
      "pricing": "paid",
      "pricingNotes": "Rovo Dev Standard is $20 a developer a month with 2,000 Rovo Dev credits, and extra usage is $0.01 a credit if the organisation turns it on. Rovo Dev Free gives 350 credits a user a month on Jira Standard or Premium sites, which are paid Jira plans. The 30-day Standard trial excludes the CLI. Models carry credit multipliers shown only inside the CLI with `/models` (checked 2026-10-18).",
      "priceSummary": "$20 / seat-mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the Rovo Dev docs, the pricing page or the licensing FAQ (checked 2026-10-18).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-18"
      },
      "docsUrl": "https://support.atlassian.com/rovo/docs/use-rovo-dev-cli/",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "cli",
        "closed-source",
        "mcp",
        "paid",
        "no-status-page"
      ],
      "lastRelease": "2026-10-16",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 44.1,
        "grade": "E",
        "agentReady": false,
        "rank": 1077,
        "ranked": true,
        "rankOf": 1251,
        "categoryRank": 40,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 53,
          "maintenance": 61,
          "payments": 15,
          "reliability": 35,
          "schema": 45,
          "security": 48,
          "transparency": 63
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-18"
        },
        "negative": 0,
        "verdict": "Tool permissions default to ask for writes and shell commands, with regex rules and compound commands split before matching. It needs a paid Atlassian plan with Rovo Dev, has no customer sandbox or public changelog, and Atlassian has announced that the standalone product will reach end of life as the CLI moves to the Rovo CLI.",
        "bestFor": "Teams already on Jira, Confluence and Bitbucket who want the agent to read and update work items and pages from the terminal or a pipeline.",
        "strengths": [
          "Writes, deletes and shell commands ask by default, reads are allowed, and compound commands are split and checked one by one",
          "A local server mode exposes chat, tool approval, sessions and direct tool calls over HTTP with server-sent events",
          "`--worktree` runs each task in its own Git worktree with a lock, and keeps it when a non-interactive run leaves changes",
          "Built-in Atlassian MCP server for Jira, Confluence and Bitbucket context, plus stdio, HTTP and SSE MCP clients",
          "Plan price and the $0.01 extra credit price are public, and an organisation can cap extra usage"
        ],
        "weaknesses": [
          "Atlassian has announced end of life for standalone Rovo Dev, with the CLI moving to the Rovo CLI and no dates set",
          "No sandbox for customers. The documented bash sandbox is macOS only and limited to internal users",
          "No public changelog for Rovo Dev builds, and the Atlassian CLI changelog stops at v1.3.15 while its package repository serves 1.3.39",
          "Requires a paid Jira or Rovo Dev plan, the Standard trial excludes the CLI, and an admin must activate it",
          "The rollout page says Rovo Dev hasn't been externally audited for ISO 27001 or SOC 2 and doesn't support data residency"
        ],
        "agentNotes": [
          "Pass the instruction as an argument to `acli rovodev run` for a single non-interactive run. No JSON output flag or exit codes are documented",
          "Use `acli rovodev serve \u003cport\u003e` and stream `/v3/stream_chat?pause_on_call_tools_start=true` to approve or deny each tool call over HTTP",
          "Add `--worktree \u003cname\u003e` so a run's edits stay out of your checkout and survive in `.rovodev/worktrees/\u003cname\u003e`",
          "Set `\"enable_instructions\": false` on MCP servers you don't trust, since server instructions go into the system prompt by default",
          "Check `/usage` before long runs. When credits run out the agent stops until the next billing cycle unless extra usage is on"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 2,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 44.1
          }
        ],
        "editorialScores": {
          "ergonomics": 53,
          "maintenance": 61,
          "payments": 15,
          "reliability": 35,
          "schema": 45,
          "security": 48,
          "transparency": 41
        },
        "provenanceScore": 84,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-18",
            "maintenance": "2026-10-18",
            "payments": "2026-10-18",
            "reliability": "2026-10-18",
            "schema": "2026-10-18",
            "security": "2026-10-18",
            "transparency": "2026-10-18"
          },
          "last": "2026-10-18",
          "lastMoved": "2026-10-27",
          "oldest": "2026-10-18",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "brew tap atlassian/homebrew-acli \u0026\u0026 brew install acli \u0026\u0026 acli rovodev auth login",
        "headless": {
          "curl": "curl -X POST http://localhost:8123/v3/set_chat_message -H \"Content-Type: application/json\" -d '{\"message\": \"Run the tests and show me any failures\"}'",
          "run": "acli rovodev run --worktree fix-tests \"Fix the failing test in tests/test_api.py\"",
          "server": "acli rovodev serve 8123"
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/rovo-dev-cli"
      },
      "sameCompany": [
        "atlassian-rovo-mcp"
      ],
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Rovo Dev Standard",
          "unit": "seat-month",
          "usd": 20,
          "note": "per developer, with 2,000 Rovo Dev credits"
        },
        {
          "item": "Extra Rovo Dev credit",
          "unit": "credit",
          "usd": 0.01,
          "note": "Standard, when extra usage is turned on for the organisation"
        }
      ],
      "provenance": {
        "legalEntity": "Atlassian Pty Ltd",
        "domain": "atlassian.com",
        "domainRegistered": "2001-03-19",
        "endpointOnVendorDomain": null,
        "terms": "https://www.atlassian.com/legal/atlassian-customer-agreement",
        "privacy": "https://www.atlassian.com/legal/privacy-policy",
        "statusPage": "",
        "changelog": "https://developer.atlassian.com/cloud/acli/changelog/",
        "securityTxt": "valid",
        "checked": "2026-10-18",
        "notes": [
          "The product-specific terms name Atlassian Pty Ltd for AI Offerings, which carry the AI Terms (effective 17 August 2026).",
          "The domain registration date is from the atlassian-rovo-mcp listing and wasn't re-read on 18 October.",
          "rovo.status.atlassian.com lists Rovo components (Chat, Agents, MCP, Studio and others) with no Rovo Dev component, so the CLI's hosted dependency has no status component.",
          "The Atlassian CLI changelog's newest release entry is v1.3.15-stable of 25 March 2026, while the apt repository served 1.3.39-stable on 23 September 2026. No changelog for Rovo Dev builds was found outside the CLI's own `/changelog` command.",
          "www.atlassian.com/.well-known/security.txt is PGP-signed with Expires 2027-02-04."
        ],
        "score": 84
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/rovo-dev-cli.json",
      "live": {
        "slug": "rovo-dev-cli",
        "securityTxt": {
          "url": "https://atlassian.com/.well-known/security.txt",
          "state": "valid",
          "expires": "2027-02-04T00:00:00.000Z",
          "checkedAt": "2026-10-31T15:41:08.085960024Z"
        },
        "domain": {
          "domain": "atlassian.com",
          "registered": "2001-03-19",
          "source": "https://rdap.verisign.com/com/v1/domain/atlassian.com",
          "checkedAt": "2026-10-25T13:52:12.251780646Z"
        },
        "pages": [
          {
            "url": "https://developer.atlassian.com/cloud/acli/changelog/",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-10-31T06:07:09.341880995Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3f576acf37cb"
          },
          {
            "url": "https://www.atlassian.com/licensing/rovo-dev",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-10-31T06:24:52.035963587Z",
            "changedAt": "2026-10-29T05:19:57.901716741Z",
            "fingerprint": "e9005037fd86"
          },
          {
            "url": "https://www.atlassian.com/legal/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-31T06:24:50.046200769Z",
            "changedAt": "2026-10-24T02:29:14.858507526Z",
            "fingerprint": "744669c66c1d"
          },
          {
            "url": "https://www.atlassian.com/legal/atlassian-customer-agreement",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-31T06:24:48.003805897Z",
            "changedAt": "2026-10-24T02:29:12.706991484Z",
            "fingerprint": "f970c1030995"
          }
        ],
        "updatedAt": "2026-10-31T15:41:08.085960024Z"
      }
    },
    "edges": [
      {
        "by": 27,
        "category": "maintenance",
        "leads": "rovo-dev-cli",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "Published on 31 October 2026, within 30 days, read as the last published change since no tag or release was found (30). One publication, so not three releases in 90 days (0). Issues, pull requests and Discussions couldn't be read, and the README frames the code as a reference prototype adapted from an internal version (0). No official SDK or registry entry (0). Exact dependency pins and a lockfile, but no CI workflow found, and the docs pin DSH 0.2.1-rc.3 (23 October 2026) while npm `latest` is 0.2.1-rc.5 (29 October 2026) (4).",
          "b": "Atlassian's AtlasCode extension, which downloads the same Rovo Dev binary for the IDE, pinned build 202610.16.1b1 in its pre-release of 16 October 2026, and the Atlassian CLI repository served 1.3.39-stable on 23 September 2026. We didn't run the CLI to read the version it installs. Judgement call (30). AtlasCode pinned eight Rovo Dev builds between 23 July and 16 October 2026 (20). No public changelog for the builds. Support is through Atlassian Support and the community, where the Rovo Dev board was last active on 16 January 2026 (5). No SDK and no registry entry. The server-mode API is kept current for the IDE extension (3). The Homebrew formula carries checksums and the Linux repositories are signed. There's no public CI (3). 30+20+5+3+3 = 61."
        },
        "scores": {
          "a": 34,
          "b": 61
        }
      },
      {
        "by": 25,
        "category": "payments",
        "leads": "deepseek-superagent",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "Self-hosted rule, as for the other open-source harnesses. No payment protocol (0). Free under MIT with nothing to buy (20). No card for the software (20). An agent can't get started alone, because the setup needs a person to create a dedicated GitHub user account, accept the repository invitation and run `auth login` for the wrappers, which SETUP.md lists as operator steps. 0, as the other harnesses that need an account were read (0). The model provider is a separate purchase.",
          "b": "Harness reading of the published rubric, scored on the Rovo Dev subscription the CLI needs. No payment protocol (0). Rovo Dev Standard is $20 a developer a month with 2,000 credits and extra credits are $0.01, both public. The credit multiplier for each model is shown only inside the CLI, and a task is given only as a range (5 to 50 tasks per 2,000 credits), so a run's cost can't be worked out before signing up. Judgement call between the 10 for plan-only pricing and the full 20 (15). Rovo Dev Free gives 350 credits a month, but only on Jira Standard or Premium sites, which are paid plans, and the 30-day Standard trial excludes the CLI (0). An organisation admin activates Rovo Dev and the user creates an API token in a browser (0). 0+15+0+0 = 15."
        },
        "scores": {
          "a": 40,
          "b": 15
        }
      },
      {
        "by": 20,
        "category": "reliability",
        "leads": "rovo-dev-cli",
        "name": "Reliability",
        "reasons": {
          "a": "Local-package reading, since it runs as a DSH bundle on the operator's machine. Not published to npm (`private: true` in package.json, and the registry has no `dsh-superagent`). It installs from a git clone with `pnpm install \u0026\u0026 pnpm build` on top of `@deepseek-ai/dsh@0.2.1-rc.3`, with Node 22.19+ or 24+, git 2.32+, Python 3.8+, tmux and gh 2.48+ stated, so half credit (10). A vitest suite of about 25 spec files is listed in docs/007, and `pnpm check` runs the typecheck, tests and build. Two spec files were read on raw.githubusercontent.com. No CI workflow was found at five common paths under .github/workflows, and the directory couldn't be listed (5). Open issues couldn't be read, because github.com and api.github.com weren't reachable from our network. Unchecked, so scored absent (0). Version 0.1.0 with no tag, release or changelog found, so no semver record (0). A research prototype, not stable (0).",
          "b": "Local-package reading, the same as the other closed-source harnesses. Rovo Dev ships inside the Atlassian CLI, which installs from a Homebrew tap with SHA-256 checksums, signed apt and yum repositories and curl downloads for macOS, Linux and Windows on amd64 and arm64, and Rovo Dev downloads itself on first use (20). No public CI or test suite, since the source isn't published (0). No public issue tracker. The Rovo Dev community board was last active on 16 January 2026, and bugs otherwise go to `/feedback` and Atlassian Support, so open crash reports can't be counted (8). Rovo Dev builds moved from 0.13.x to date-based versions such as 202604.30.2 and 202610.16.1b1, per AtlasCode's changelog and manifest, and have no public changelog, and the Atlassian CLI changelog stops at v1.3.15 while its repository serves 1.3.39 (2). Rovo Dev has been rolling out as a product since October 2025, but the version number carries no stability signal and Atlassian has announced that the standalone product will reach end of life. Judgement call (5). The CLI runs against Atlassian's hosted service, and the Rovo status page has no Rovo Dev component. 20+0+8+2+5 = 35."
        },
        "scores": {
          "a": 15,
          "b": 35
        }
      },
      {
        "by": 16,
        "category": "schema",
        "leads": "deepseek-superagent",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "Framework reading, as for deepseek-harness. No OpenAPI or JSON Schema is published. docs/006 documents the Management API's routes, fields, block shapes and refusals in tables, and the code validates settings with zod (12). Markdown docs in the repository, readable raw, and a SETUP.md written for a coding agent. No llms.txt (5). Nine numbered documents read in order, each stating purpose, limits and what not to do, such as never rerunning the profile-creation command for an upgrade (17). Closed sets for accept mode (`off`, `observe`, `auto`), admission cells, Source states, health states and `listen` (12). A worked curl example, refusals as 400, 404, 409 and 500 with `issues`, `setup` or `code`, a troubleshooting table and status exit codes 0 to 3 (13). package.json says 0.1.0 and pins an `engines.dsh` range, but no changelog or tags were found (2).",
          "b": "Framework reading. Server mode lists its /v3 endpoints with request bodies, and an Atlassian engineering post of 27 October 2025 says Swagger docs are served at localhost:\u003cport\u003e/docs. That contract is only visible on a running server, and no schema for the SSE events or the config file was published (12). No llms.txt on support.atlassian.com or developer.atlassian.com, and no Markdown twins found (0). The tools page says what allow, ask and deny do, what YOLO mode skips and that MCP tools keep their permissions, and the settings page gives each default. Little says when not to use a mode (12). Permission levels, console output formats and tool names are enumerated in the settings reference with defaults (10). Server mode has curl, Python and JavaScript examples. No exit codes or error responses are documented beyond the post's note that a failed entitlement check disables every endpoint except healthcheck and shutdown (7). The API path is versioned (/v3), but there is no public changelog for Rovo Dev builds (4). 12+0+12+10+7+4 = 45."
        },
        "scores": {
          "a": 61,
          "b": 45
        }
      },
      {
        "by": 15,
        "category": "security",
        "leads": "rovo-dev-cli",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "Harness reading of the framework checklist, 30 for what leaves the machine by default, 20 for approvals and sandboxing, 15 for prompt-injection posture, 15 for audit and 20 for the security programme. The `superagent` profile is created from DSH's Web template, and DSH documents that shipped profiles mount `session-log-deepseek`, enabled by default, which adds the session log to each official DeepSeek API request, up to 8 MiB. dsh-superagent's docs don't mention it, and its Sessions read issue, pull request and chat text and the repository. Setup and worker shells drop variables named KEY, PASSWORD, SECRET or TOKEN, and `GH_TOKEN` and `GITHUB_TOKEN` are removed from git (8). Both presets run `danger-full-access` without approval as the operator's OS user. docs/006 says the account wrappers don't isolate the process, a worker can run programs by path and read the operator's home directory, and recommends a dedicated OS account. The gate, `observe` default, blocked commands and no auto-merge as the agent account narrow what it does, not what it can do (6). docs/002 says messages, comments and quoted documents are inputs to a decision and can't change allowed lists, rules or Mandates, bots can never make explicit requests, and prompt edits don't change the gate. Workers with full access still read untrusted Thread text, and no further guidance on that was found (7). Decisions are recorded with reasons, Ticket details show the Trigger, Decision, scope and Policy version, the host records the prompt revisions each Session used, and every GitHub message starts with an automated-agent line by default (12). No SECURITY.md (404 at the root and in .github), no security.txt on www.deepseek.com (404), no bug bounty or advisory found. NVD has no record for the prototype. The CVEs against DSH itself are on the deepseek-harness listing (0).",
          "b": "Harness reading of the framework checklist, as for the other harnesses. 30 for credentials and what leaves the machine, 20 for approvals and sandboxing, 15 for prompt-injection posture, 15 for audit and 20 for the security programme. The CLI processes data on the device and sends prompts to Atlassian's models, whose providers don't retain or train on them, per the Rovo privacy page and the AI Terms. The scoped token the docs create carries about 50 scopes including write, delete and admin:repository:bitbucket, the pipelines guide asks for an unscoped token, and no telemetry description for the CLI was found (12). Writes and shell commands ask by default, reads are allowed, bash rules are regex, compound commands are split and file access stays in the workspace. There is no sandbox for customers (`runInSandbox` is macOS only and for internal users), `--yolo` skips file and shell prompts, and project-level skills in a cloned repository can list pre-approved tools. We found no workspace trust step (10). MCP server instructions go into the system prompt by default, with a per-server `enable_instructions` switch, and the MCP page says data isn't sent to third-party tools without the user's approval (7). Administrators can turn Rovo Dev on and off per organisation and site and see credit use. Logs stay local in ~/.rovodev/logs, and no audit log of CLI actions was found (5). security.txt is valid (Expires 2027-02-04), Atlassian runs a public Bugcrowd bug bounty and publishes its fix objectives. The rollout page says Rovo Dev hasn't been externally audited for ISO 27001 or SOC 2, and we didn't check whether the bounty scope names Rovo Dev (14). 12+10+7+5+14 = 48."
        },
        "scores": {
          "a": 33,
          "b": 48
        }
      },
      {
        "by": 14,
        "category": "ergonomics",
        "leads": "deepseek-superagent",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "Harness reading, scored on what a team or pipeline driving it has to supply. The worker preset is DSH's `standard` with web fetch, plan mode, questions, scheduling and workflows left out, the main Session can't write files, and tool results over 8,192 characters are pruned (18). A concurrency limit with one extra slot for a person's message, a 5-second foreground shell, a 10-minute prepare limit and 30 minutes for background work after a turn. No cost or turn limit per Ticket was found (12). Ticket stages, health entries per part, Reports of `blocked` or `failed`, API refusals with codes, and three retries with growing backoff on 408, 429, 5xx and dropped connections (17). Saves carry a revision and a stale one gets 409, state and Sessions survive a restart, and a restarted Assignment gets a recovery note to check git and GitHub before repeating any outside action (16). Sensible defaults (observe mode, port 3082, branch prefix `agent/`), but setup needs a dedicated GitHub user account, CLI wrappers, tmux and a profile, and there is no SDK. Work is requested by mentioning the agent account on GitHub or Feishu (4).",
          "b": "Framework reading, adapted to a harness driven by a pipeline. Per-tool allow, ask and deny, `allowedMcpServers` and `disabledMcpServers`, tool lists on subagents and skills, and `/prune` to drop tool results from context (15). The console output format is markdown, simple or raw. No JSON output for `acli rovodev run` is documented, server mode streams JSON events, and no turn or spend cap exists beyond the credit allowance and `/efficiency` (10). No exit codes are documented. Server mode reports entitlement and credit failures, per the engineering post (6). Sessions persist with `--restore`, fork and rename. `--worktree` isolates a run with a lock and keeps the worktree when a non-interactive run leaves changes, and server mode has cancel and reset (15). Sensible defaults, but no SDK, and a run needs an API token, a Rovo Dev licence and an activated site (7). 15+10+6+15+7 = 53."
        },
        "scores": {
          "a": 67,
          "b": 53
        }
      }
    ],
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "DeepSeek",
        "b": "Atlassian",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "Token",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT",
        "b": "Proprietary, under the Atlassian Customer Agreement (effective 1 October 2026) and the Atlassian AI Terms (effective 17 August 2026). No source is published",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-31",
        "b": "2026-10-16",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "2026-09-20",
        "b": "couldn't be read",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not read yet",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not read yet",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not read yet",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not read yet",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not read yet",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "none",
        "b": "2/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Rovo Dev CLI scores 44.1 (E) on agent readiness against dsh-superagent (DeepSeek)'s 42.1 (E), and leads in 4 of 7 scored categories. dsh-superagent (DeepSeek) leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing.",
        "question": "Which is better for AI agents, dsh-superagent (DeepSeek) or Rovo Dev CLI?"
      },
      {
        "answer": "dsh-superagent (DeepSeek) is open source (MIT). No open-source release is listed for Rovo Dev CLI.",
        "question": "Are dsh-superagent (DeepSeek) and Rovo Dev CLI open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Schema \u0026 documentation, 61 against 45",
          "Agent ergonomics, 67 against 53",
          "Payments \u0026 pricing, 40 against 15"
        ],
        "also": [
          "Free to start without a card",
          "Open source"
        ],
        "goodFor": "Teams on github.com that want a DeepSeek Harness agent to turn allowed people's issue requests into pull requests, run on an isolated machine or OS account.",
        "slug": "deepseek-superagent",
        "watchFor": "Executor and main Sessions run with `danger-full-access` as the operator's OS user, and the docs say a worker can read the operator's home directory"
      },
      {
        "aheadOn": [
          "Reliability, 35 against 15",
          "Security \u0026 auth, 48 against 33",
          "Maintenance \u0026 community, 61 against 34",
          "Transparency \u0026 trust, 63 against 52"
        ],
        "also": null,
        "goodFor": "Teams already on Jira, Confluence and Bitbucket who want the agent to read and update work items and pages from the terminal or a pipeline.",
        "slug": "rovo-dev-cli",
        "watchFor": "Atlassian has announced end of life for standalone Rovo Dev, with the CLI moving to the Rovo CLI and no dates set"
      }
    ],
    "history": {
      "deepseek-superagent": null,
      "rovo-dev-cli": [
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0.2,
          "from": 43.9,
          "fromGrade": "E",
          "to": 44.1,
          "toGrade": "E"
        }
      ]
    },
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
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      },
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      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-deepseek-superagent.json",
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      },
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      },
      {
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      },
      {
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      },
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      },
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-deepseek-superagent.json",
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      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-droid-cli.json",
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      },
      {
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      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-prime-agent.json",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-qoder-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-qwen-code.json",
        "title": "dsh-superagent (DeepSeek) vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-reflection-mirror.json",
        "title": "dsh-superagent (DeepSeek) vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-unstoppable.json",
        "title": "dsh-superagent (DeepSeek) vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-unstoppable"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-vibe-trading.json",
        "title": "dsh-superagent (DeepSeek) vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-warp.json",
        "title": "dsh-superagent (DeepSeek) vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-warp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-rovo-dev-cli.json",
        "title": "Devin vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/devin-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-rovo-dev-cli.json",
        "title": "Droid CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-rovo-dev-cli.json",
        "title": "Pi vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/earendil-pi-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-rovo-dev-cli.json",
        "title": "Gemini CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-rovo-dev-cli.json",
        "title": "GitHub Copilot CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/github-copilot-cli-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/goose-vs-rovo-dev-cli.json",
        "title": "goose vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/goose-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harness2-vs-rovo-dev-cli.json",
        "title": "Harness² vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/harness2-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/harnessrouter-vs-rovo-dev-cli.json",
        "title": "HarnessRouter vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/harnessrouter-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-rovo-dev-cli.json",
        "title": "Jules vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/jules-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-rovo-dev-cli.json",
        "title": "Junie CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/junie-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-rovo-dev-cli.json",
        "title": "Kilo Code CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-rovo-dev-cli.json",
        "title": "Kimi Code CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-rovo-dev-cli.json",
        "title": "Kiro CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-rovo-dev-cli.json",
        "title": "mini-swe-agent vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-rovo-dev-cli"
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      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-rovo-dev-cli.json",
        "title": "MiniMax Code vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-rovo-dev-cli.json",
        "title": "Mistral Vibe CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-rovo-dev-cli"
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      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-rovo-dev-cli.json",
        "title": "Muse Code vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-codex-vs-rovo-dev-cli.json",
        "title": "OpenAI Codex vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/openai-codex-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/opencode-vs-rovo-dev-cli.json",
        "title": "OpenCode vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/opencode-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openhands-vs-rovo-dev-cli.json",
        "title": "OpenHands vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/openhands-vs-rovo-dev-cli"
      },
      {
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        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-rovo-dev-cli"
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        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-rovo-dev-cli"
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        "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-rovo-dev-cli.json",
        "title": "Mirror CLI vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-rovo-dev-cli"
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        "json": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-unstoppable.json",
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        "json": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-vibe-trading.json",
        "title": "Rovo Dev CLI vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-vibe-trading"
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      {
        "json": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-warp.json",
        "title": "Rovo Dev CLI vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-warp"
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        "json": "https://www.anchorterminal.com/compare/clawboo-vs-deepseek-superagent.json",
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        "title": "CLI Manager vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-deepseek-superagent"
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        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-rovo-dev-cli"
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        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-harness-autonomous.json",
        "title": "dsh-superagent (DeepSeek) vs Harness",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-harness-autonomous"
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    "panel": null,
    "scores": [
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        "by": 20,
        "deepseek-superagent": 15,
        "edge": "rovo-dev-cli",
        "key": "reliability",
        "name": "Reliability",
        "rovo-dev-cli": 35,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 16,
        "deepseek-superagent": 61,
        "edge": "deepseek-superagent",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "rovo-dev-cli": 45,
        "weight": 13
      },
      {
        "by": 14,
        "deepseek-superagent": 67,
        "edge": "deepseek-superagent",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "rovo-dev-cli": 53,
        "weight": 13
      },
      {
        "by": 15,
        "deepseek-superagent": 33,
        "edge": "rovo-dev-cli",
        "key": "security",
        "name": "Security \u0026 auth",
        "rovo-dev-cli": 48,
        "weight": 14
      },
      {
        "by": 25,
        "deepseek-superagent": 40,
        "edge": "deepseek-superagent",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "rovo-dev-cli": 15,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 27,
        "deepseek-superagent": 34,
        "edge": "rovo-dev-cli",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "rovo-dev-cli": 61,
        "weight": 7
      },
      {
        "by": 11,
        "deepseek-superagent": 52,
        "edge": "rovo-dev-cli",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "rovo-dev-cli": 63,
        "weight": 7
      }
    ],
    "summary": "Rovo Dev CLI scores 44.1 (E) on agent readiness against dsh-superagent (DeepSeek)'s 42.1 (E), and leads in 4 of 7 scored categories. dsh-superagent (DeepSeek) leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing. Both do agent harnesses.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "deepseek-superagent": "The authorization design is careful, with allowed lists, Mandates and a Policy enforced in code, proactive work only recorded by default and auto-merge off. Executors run every command without approval under the operator's OS user, and the README calls it a research prototype with no release, changelog or security policy.",
      "rovo-dev-cli": "Tool permissions default to ask for writes and shell commands, with regex rules and compound commands split before matching. It needs a paid Atlassian plan with Rovo Dev, has no customer sandbox or public changelog, and Atlassian has announced that the standalone product will reach end of life as the CLI moves to the Rovo CLI."
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  "markdown": "Rovo Dev CLI scores 44.1 (E) on agent readiness against dsh-superagent (DeepSeek)'s 42.1 (E), and leads in 4 of 7 scored categories. dsh-superagent (DeepSeek) leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing. Both do agent harnesses.\n\n- dsh-superagent (DeepSeek): grade E, 42.1/100, rank #1108 of 1251. Markdown https://www.anchorterminal.com/tools/deepseek-superagent.md · JSON https://www.anchorterminal.com/api/v1/tools/deepseek-superagent.json\n- Rovo Dev CLI: grade E, 44.1/100, rank #1077 of 1251. Markdown https://www.anchorterminal.com/tools/rovo-dev-cli.md · JSON https://www.anchorterminal.com/api/v1/tools/rovo-dev-cli.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 955 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### dsh-superagent (DeepSeek) (E)\n\nGood for: Teams on github.com that want a DeepSeek Harness agent to turn allowed people's issue requests into pull requests, run on an isolated machine or OS account.\n\nAhead on:\n- Schema \u0026 documentation, 61 against 45\n- Agent ergonomics, 67 against 53\n- Payments \u0026 pricing, 40 against 15\n\nAlso in its favour:\n- Free to start without a card\n- Open source\n\nWatch for: Executor and main Sessions run with `danger-full-access` as the operator's OS user, and the docs say a worker can read the operator's home directory\n\n### Rovo Dev CLI (E)\n\nGood for: Teams already on Jira, Confluence and Bitbucket who want the agent to read and update work items and pages from the terminal or a pipeline.\n\nAhead on:\n- Reliability, 35 against 15\n- Security \u0026 auth, 48 against 33\n- Maintenance \u0026 community, 61 against 34\n- Transparency \u0026 trust, 63 against 52\n\nWatch for: Atlassian has announced end of life for standalone Rovo Dev, with the CLI moving to the Rovo CLI and no dates set\n\n\n## Why the edge\n\n### Maintenance \u0026 community: Rovo Dev CLI +27\n\n- dsh-superagent (DeepSeek) (34): Published on 31 October 2026, within 30 days, read as the last published change since no tag or release was found (30). One publication, so not three releases in 90 days (0). Issues, pull requests and Discussions couldn't be read, and the README frames the code as a reference prototype adapted from an internal version (0). No official SDK or registry entry (0). Exact dependency pins and a lockfile, but no CI workflow found, and the docs pin DSH 0.2.1-rc.3 (23 October 2026) while npm `latest` is 0.2.1-rc.5 (29 October 2026) (4).\n- Rovo Dev CLI (61): Atlassian's AtlasCode extension, which downloads the same Rovo Dev binary for the IDE, pinned build 202610.16.1b1 in its pre-release of 16 October 2026, and the Atlassian CLI repository served 1.3.39-stable on 23 September 2026. We didn't run the CLI to read the version it installs. Judgement call (30). AtlasCode pinned eight Rovo Dev builds between 23 July and 16 October 2026 (20). No public changelog for the builds. Support is through Atlassian Support and the community, where the Rovo Dev board was last active on 16 January 2026 (5). No SDK and no registry entry. The server-mode API is kept current for the IDE extension (3). The Homebrew formula carries checksums and the Linux repositories are signed. There's no public CI (3). 30+20+5+3+3 = 61.\n\n### Payments \u0026 pricing: dsh-superagent (DeepSeek) +25\n\n- dsh-superagent (DeepSeek) (40): Self-hosted rule, as for the other open-source harnesses. No payment protocol (0). Free under MIT with nothing to buy (20). No card for the software (20). An agent can't get started alone, because the setup needs a person to create a dedicated GitHub user account, accept the repository invitation and run `auth login` for the wrappers, which SETUP.md lists as operator steps. 0, as the other harnesses that need an account were read (0). The model provider is a separate purchase.\n- Rovo Dev CLI (15): Harness reading of the published rubric, scored on the Rovo Dev subscription the CLI needs. No payment protocol (0). Rovo Dev Standard is $20 a developer a month with 2,000 credits and extra credits are $0.01, both public. The credit multiplier for each model is shown only inside the CLI, and a task is given only as a range (5 to 50 tasks per 2,000 credits), so a run's cost can't be worked out before signing up. Judgement call between the 10 for plan-only pricing and the full 20 (15). Rovo Dev Free gives 350 credits a month, but only on Jira Standard or Premium sites, which are paid plans, and the 30-day Standard trial excludes the CLI (0). An organisation admin activates Rovo Dev and the user creates an API token in a browser (0). 0+15+0+0 = 15.\n\n### Reliability: Rovo Dev CLI +20\n\n- dsh-superagent (DeepSeek) (15): Local-package reading, since it runs as a DSH bundle on the operator's machine. Not published to npm (`private: true` in package.json, and the registry has no `dsh-superagent`). It installs from a git clone with `pnpm install \u0026\u0026 pnpm build` on top of `@deepseek-ai/dsh@0.2.1-rc.3`, with Node 22.19+ or 24+, git 2.32+, Python 3.8+, tmux and gh 2.48+ stated, so half credit (10). A vitest suite of about 25 spec files is listed in docs/007, and `pnpm check` runs the typecheck, tests and build. Two spec files were read on raw.githubusercontent.com. No CI workflow was found at five common paths under .github/workflows, and the directory couldn't be listed (5). Open issues couldn't be read, because github.com and api.github.com weren't reachable from our network. Unchecked, so scored absent (0). Version 0.1.0 with no tag, release or changelog found, so no semver record (0). A research prototype, not stable (0).\n- Rovo Dev CLI (35): Local-package reading, the same as the other closed-source harnesses. Rovo Dev ships inside the Atlassian CLI, which installs from a Homebrew tap with SHA-256 checksums, signed apt and yum repositories and curl downloads for macOS, Linux and Windows on amd64 and arm64, and Rovo Dev downloads itself on first use (20). No public CI or test suite, since the source isn't published (0). No public issue tracker. The Rovo Dev community board was last active on 16 January 2026, and bugs otherwise go to `/feedback` and Atlassian Support, so open crash reports can't be counted (8). Rovo Dev builds moved from 0.13.x to date-based versions such as 202604.30.2 and 202610.16.1b1, per AtlasCode's changelog and manifest, and have no public changelog, and the Atlassian CLI changelog stops at v1.3.15 while its repository serves 1.3.39 (2). Rovo Dev has been rolling out as a product since October 2025, but the version number carries no stability signal and Atlassian has announced that the standalone product will reach end of life. Judgement call (5). The CLI runs against Atlassian's hosted service, and the Rovo status page has no Rovo Dev component. 20+0+8+2+5 = 35.\n\n### Schema \u0026 documentation: dsh-superagent (DeepSeek) +16\n\n- dsh-superagent (DeepSeek) (61): Framework reading, as for deepseek-harness. No OpenAPI or JSON Schema is published. docs/006 documents the Management API's routes, fields, block shapes and refusals in tables, and the code validates settings with zod (12). Markdown docs in the repository, readable raw, and a SETUP.md written for a coding agent. No llms.txt (5). Nine numbered documents read in order, each stating purpose, limits and what not to do, such as never rerunning the profile-creation command for an upgrade (17). Closed sets for accept mode (`off`, `observe`, `auto`), admission cells, Source states, health states and `listen` (12). A worked curl example, refusals as 400, 404, 409 and 500 with `issues`, `setup` or `code`, a troubleshooting table and status exit codes 0 to 3 (13). package.json says 0.1.0 and pins an `engines.dsh` range, but no changelog or tags were found (2).\n- Rovo Dev CLI (45): Framework reading. Server mode lists its /v3 endpoints with request bodies, and an Atlassian engineering post of 27 October 2025 says Swagger docs are served at localhost:\u003cport\u003e/docs. That contract is only visible on a running server, and no schema for the SSE events or the config file was published (12). No llms.txt on support.atlassian.com or developer.atlassian.com, and no Markdown twins found (0). The tools page says what allow, ask and deny do, what YOLO mode skips and that MCP tools keep their permissions, and the settings page gives each default. Little says when not to use a mode (12). Permission levels, console output formats and tool names are enumerated in the settings reference with defaults (10). Server mode has curl, Python and JavaScript examples. No exit codes or error responses are documented beyond the post's note that a failed entitlement check disables every endpoint except healthcheck and shutdown (7). The API path is versioned (/v3), but there is no public changelog for Rovo Dev builds (4). 12+0+12+10+7+4 = 45.\n\n### Security \u0026 auth: Rovo Dev CLI +15\n\n- dsh-superagent (DeepSeek) (33): Harness reading of the framework checklist, 30 for what leaves the machine by default, 20 for approvals and sandboxing, 15 for prompt-injection posture, 15 for audit and 20 for the security programme. The `superagent` profile is created from DSH's Web template, and DSH documents that shipped profiles mount `session-log-deepseek`, enabled by default, which adds the session log to each official DeepSeek API request, up to 8 MiB. dsh-superagent's docs don't mention it, and its Sessions read issue, pull request and chat text and the repository. Setup and worker shells drop variables named KEY, PASSWORD, SECRET or TOKEN, and `GH_TOKEN` and `GITHUB_TOKEN` are removed from git (8). Both presets run `danger-full-access` without approval as the operator's OS user. docs/006 says the account wrappers don't isolate the process, a worker can run programs by path and read the operator's home directory, and recommends a dedicated OS account. The gate, `observe` default, blocked commands and no auto-merge as the agent account narrow what it does, not what it can do (6). docs/002 says messages, comments and quoted documents are inputs to a decision and can't change allowed lists, rules or Mandates, bots can never make explicit requests, and prompt edits don't change the gate. Workers with full access still read untrusted Thread text, and no further guidance on that was found (7). Decisions are recorded with reasons, Ticket details show the Trigger, Decision, scope and Policy version, the host records the prompt revisions each Session used, and every GitHub message starts with an automated-agent line by default (12). No SECURITY.md (404 at the root and in .github), no security.txt on www.deepseek.com (404), no bug bounty or advisory found. NVD has no record for the prototype. The CVEs against DSH itself are on the deepseek-harness listing (0).\n- Rovo Dev CLI (48): Harness reading of the framework checklist, as for the other harnesses. 30 for credentials and what leaves the machine, 20 for approvals and sandboxing, 15 for prompt-injection posture, 15 for audit and 20 for the security programme. The CLI processes data on the device and sends prompts to Atlassian's models, whose providers don't retain or train on them, per the Rovo privacy page and the AI Terms. The scoped token the docs create carries about 50 scopes including write, delete and admin:repository:bitbucket, the pipelines guide asks for an unscoped token, and no telemetry description for the CLI was found (12). Writes and shell commands ask by default, reads are allowed, bash rules are regex, compound commands are split and file access stays in the workspace. There is no sandbox for customers (`runInSandbox` is macOS only and for internal users), `--yolo` skips file and shell prompts, and project-level skills in a cloned repository can list pre-approved tools. We found no workspace trust step (10). MCP server instructions go into the system prompt by default, with a per-server `enable_instructions` switch, and the MCP page says data isn't sent to third-party tools without the user's approval (7). Administrators can turn Rovo Dev on and off per organisation and site and see credit use. Logs stay local in ~/.rovodev/logs, and no audit log of CLI actions was found (5). security.txt is valid (Expires 2027-02-04), Atlassian runs a public Bugcrowd bug bounty and publishes its fix objectives. The rollout page says Rovo Dev hasn't been externally audited for ISO 27001 or SOC 2, and we didn't check whether the bounty scope names Rovo Dev (14). 12+10+7+5+14 = 48.\n\n### Agent ergonomics: dsh-superagent (DeepSeek) +14\n\n- dsh-superagent (DeepSeek) (67): Harness reading, scored on what a team or pipeline driving it has to supply. The worker preset is DSH's `standard` with web fetch, plan mode, questions, scheduling and workflows left out, the main Session can't write files, and tool results over 8,192 characters are pruned (18). A concurrency limit with one extra slot for a person's message, a 5-second foreground shell, a 10-minute prepare limit and 30 minutes for background work after a turn. No cost or turn limit per Ticket was found (12). Ticket stages, health entries per part, Reports of `blocked` or `failed`, API refusals with codes, and three retries with growing backoff on 408, 429, 5xx and dropped connections (17). Saves carry a revision and a stale one gets 409, state and Sessions survive a restart, and a restarted Assignment gets a recovery note to check git and GitHub before repeating any outside action (16). Sensible defaults (observe mode, port 3082, branch prefix `agent/`), but setup needs a dedicated GitHub user account, CLI wrappers, tmux and a profile, and there is no SDK. Work is requested by mentioning the agent account on GitHub or Feishu (4).\n- Rovo Dev CLI (53): Framework reading, adapted to a harness driven by a pipeline. Per-tool allow, ask and deny, `allowedMcpServers` and `disabledMcpServers`, tool lists on subagents and skills, and `/prune` to drop tool results from context (15). The console output format is markdown, simple or raw. No JSON output for `acli rovodev run` is documented, server mode streams JSON events, and no turn or spend cap exists beyond the credit allowance and `/efficiency` (10). No exit codes are documented. Server mode reports entitlement and credit failures, per the engineering post (6). Sessions persist with `--restore`, fork and rename. `--worktree` isolates a run with a lock and keeps the worktree when a non-interactive run leaves changes, and server mode has cancel and reset (15). Sensible defaults, but no SDK, and a run needs an API token, a Rovo Dev licence and an activated site (7). 15+10+6+15+7 = 53.\n\n## Score by category\n\n| Category | Weight | dsh-superagent (DeepSeek) | Rovo Dev CLI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 15 | 35 | Rovo Dev CLI +20 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 61 | 45 | dsh-superagent (DeepSeek) +16 |\n| Agent ergonomics | 13% (16.2 this run) | 67 | 53 | dsh-superagent (DeepSeek) +14 |\n| Security \u0026 auth | 14% (17.5 this run) | 33 | 48 | Rovo Dev CLI +15 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 15 | dsh-superagent (DeepSeek) +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 34 | 61 | Rovo Dev CLI +27 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 63 | Rovo Dev CLI +11 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **42.1 · E** | **44.1 · E** | |\n\n## Facts side by side\n\n| Fact | dsh-superagent (DeepSeek) | Rovo Dev CLI |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | DeepSeek | Atlassian |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | Token | API key |\n| Pricing | Free | Paid |\n| x402 | no | no |\n| Licence | MIT | Proprietary, under the Atlassian Customer Agreement (effective 1 October 2026) and the Atlassian AI Terms (effective 17 August 2026). No source is published |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | 2026-10-31 | 2026-10-16 |\n| Terms last updated | no document linked | no date given |\n| Privacy policy last updated | 2026-09-20 | couldn't be read |\n| Customer content may train models | not read yet | not found in the text |\n| Terms restrict automated access | not read yet | not found in the text |\n| Terms restrict benchmarking | not read yet | yes |\n| Terms or service can change without notice | not read yet | not found in the text |\n| Arbitration or class-action waiver | not read yet | not found in the text |\n| Agent reviews | none | 2/5 (4) |\n\n## How the scores have moved\n\n### dsh-superagent (DeepSeek)\n\nNo score change since it was listed.\n\n### Rovo Dev CLI\n\n- +0.2 on 27 October 2026: checklist\n\n## Verdicts\n\n**dsh-superagent (DeepSeek).** The authorization design is careful, with allowed lists, Mandates and a Policy enforced in code, proactive work only recorded by default and auto-merge off. Executors run every command without approval under the operator's OS user, and the README calls it a research prototype with no release, changelog or security policy.\n\n**Rovo Dev CLI.** Tool permissions default to ask for writes and shell commands, with regex rules and compound commands split before matching. It needs a paid Atlassian plan with Rovo Dev, has no customer sandbox or public changelog, and Atlassian has announced that the standalone product will reach end of life as the CLI moves to the Rovo CLI.\n\n## Before you call either\n\n### dsh-superagent (DeepSeek)\n\n1. Run it under a dedicated OS account holding only the agent's credentials. Executors run commands without approval and can read the operator's home directory\n2. Set `enabled: false` on the `session-log-deepseek` row of the `superagent` profile before using DeepSeek's official API on private code\n3. Keep the accept mode at `observe` and the allowed list short until the recorded Decisions look right\n4. Wait for `scripts/dsh-superagent status` to stop exiting 1 after any save that answers `restarting: true` before the next request\n5. Send `x-orchestrator-request: 1` and a loopback Host to the Management API, and send `revision` with each PUT, since a stale one gets 409\n\n### Rovo Dev CLI\n\n1. Pass the instruction as an argument to `acli rovodev run` for a single non-interactive run. No JSON output flag or exit codes are documented\n2. Use `acli rovodev serve \u003cport\u003e` and stream `/v3/stream_chat?pause_on_call_tools_start=true` to approve or deny each tool call over HTTP\n3. Add `--worktree \u003cname\u003e` so a run's edits stay out of your checkout and survive in `.rovodev/worktrees/\u003cname\u003e`\n4. Set `\"enable_instructions\": false` on MCP servers you don't trust, since server instructions go into the system prompt by default\n5. Check `/usage` before long runs. When credits run out the agent stops until the next billing cycle unless extra usage is on\n\n## Questions\n\n### Which is better for AI agents, dsh-superagent (DeepSeek) or Rovo Dev CLI?\n\nRovo Dev CLI scores 44.1 (E) on agent readiness against dsh-superagent (DeepSeek)'s 42.1 (E), and leads in 4 of 7 scored categories. dsh-superagent (DeepSeek) leads on schema \u0026 documentation, agent ergonomics and payments \u0026 pricing.\n\n### Are dsh-superagent (DeepSeek) and Rovo Dev CLI open source?\n\ndsh-superagent (DeepSeek) is open source (MIT). No open-source release is listed for Rovo Dev CLI.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deepseek-superagent-vs-rovo-dev-cli.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deepseek-superagent-vs-rovo-dev-cli.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deepseek-superagent\", \"b\": \"rovo-dev-cli\"}`. From a terminal: `anchor compare deepseek-superagent rovo-dev-cli`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deepseek-superagent.json and https://www.anchorterminal.com/api/v1/tools/rovo-dev-cli.json\n\n## Other comparisons with dsh-superagent (DeepSeek) or Rovo Dev CLI\n\n- [Agent Zero vs dsh-superagent (DeepSeek)](https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-superagent.md)\n- [Agent Zero vs Rovo Dev CLI](https://www.anchorterminal.com/compare/agent-zero-vs-rovo-dev-cli.md)\n- [Aider vs dsh-superagent (DeepSeek)](https://www.anchorterminal.com/compare/aider-vs-deepseek-superagent.md)\n- [Aider vs Rovo Dev CLI](https://www.anchorterminal.com/compare/aider-vs-rovo-dev-cli.md)\n- [Amp vs dsh-superagent (DeepSeek)](https://www.anchorterminal.com/compare/amp-vs-deepseek-superagent.md)\n- [Amp vs Rovo Dev CLI](https://www.anchorterminal.com/compare/amp-vs-rovo-dev-cli.md)\n- [Antigravity CLI vs dsh-superagent 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[OpenMausBot vs Rovo Dev CLI](https://www.anchorterminal.com/compare/openmausbot-vs-rovo-dev-cli.md)\n- [Paperclip vs Rovo Dev CLI](https://www.anchorterminal.com/compare/paperclip-vs-rovo-dev-cli.md)\n- [Parallax vs Rovo Dev CLI](https://www.anchorterminal.com/compare/parallax-agents-vs-rovo-dev-cli.md)\n",
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