{
  "data": {
    "a": {
      "slug": "aider",
      "name": "Aider",
      "vendor": "Aider AI LLC",
      "vendorUrl": "https://aider.chat",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Terminal pair-programming tool that edits files in a local git repository through text edit formats rather than tool calls, builds a repo map with tree-sitter, and commits each change.",
      "url": "https://www.anchorterminal.com/tools/aider",
      "markdownUrl": "https://www.anchorterminal.com/tools/aider.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/aider.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/aider.json",
      "dns": "aider.grade.anchorterminal.com",
      "repo": "https://github.com/Aider-AI/aider",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "aider-chat"
        }
      ],
      "auth": "none",
      "authNotes": "No account. Model keys come from environment variables, a `.env` file or `--api-key` flags, and go straight to the provider through LiteLLM.",
      "pricing": "free",
      "pricingNotes": "Free and Apache-2.0, with nothing to buy. You pay your model provider, or nothing with a local model.",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs or the source (checked 2026-10-01).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 49300,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-01"
      },
      "docsUrl": "https://aider.chat/docs/",
      "capabilities": [
        "agent.harness"
      ],
      "tags": [
        "open-source",
        "local",
        "free",
        "no-card",
        "python",
        "pre-1.0"
      ],
      "lastRelease": "2026-02-12",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 47.1,
        "grade": "D",
        "agentReady": false,
        "rank": 1023,
        "ranked": true,
        "rankOf": 1251,
        "categoryRank": 38,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 65,
          "maintenance": 13,
          "payments": 60,
          "reliability": 54,
          "schema": 56,
          "security": 59,
          "transparency": 65
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "high",
          "date": "2026-10-01"
        },
        "negative": -8,
        "negativeNotes": [
          "2026-09-04. CVE-2026-85674 (7.8, filed by VulnCheck). Aider loads `.aider.conf.yml` from the root of the repository it starts in, and a crafted file's `test-cmd` runs at startup and `lint-cmd` on the first edit, through a shell, with no confirmation, model call or API key. It affects 0.86.2 and earlier, no release fixes it, and the report (#5254) is open. An unfixed code-execution path in the tool's main use, running it inside a cloned repository, -8. https://nvd.nist.gov/vuln/detail/CVE-2026-85674"
        ],
        "verdict": "Analytics opt-in and offered to 10 per cent of users, with a permanent opt-out and a local log. No release since 0.86.2 on 12 February 2026 and no commit since 22 May 2026.",
        "bestFor": "A person pair-programming in a terminal who wants git-tracked edits and a small context footprint, with any model.",
        "strengths": [
          "Analytics opt-in and offered to 10 per cent of users, with a permanent opt-out and a local log",
          "A git commit per edit by default, with `/undo`",
          "Asks before running shell commands the model suggests",
          "A repo map sized by `--map-tokens` keeps its own context cost small",
          "Any model through LiteLLM, local ones included, with no account"
        ],
        "weaknesses": [
          "No release since 0.86.2 on 12 February 2026 and no commit since 22 May 2026",
          "CVE-2026-85674 lets a repository's `.aider.conf.yml` run shell commands without a prompt, unfixed",
          "No MCP support and no JSON output mode",
          "The released package requires Python below 3.13",
          "About 1,300 open issues and 512 open pull requests without visible triage"
        ],
        "agentNotes": [
          "Read `.aider.conf.yml` in any cloned repository before starting aider. Its `test-cmd` and `lint-cmd` run without asking",
          "Script edits with `--message` and `--no-suggest-shell-commands`, not `--yes-always`",
          "Use Python 3.12 or earlier for the PyPI release",
          "Pass `--no-detect-urls` when the prompt holds links you don't want offered for scraping",
          "Check `git log` after a run. Each edit is its own commit"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 1,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "high",
            "grade": "D",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 47.1
          }
        ],
        "editorialScores": {
          "ergonomics": 65,
          "maintenance": 13,
          "payments": 60,
          "reliability": 54,
          "schema": 56,
          "security": 59,
          "transparency": 71
        },
        "provenanceScore": 59,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-01",
            "maintenance": "2026-10-01",
            "payments": "2026-10-01",
            "reliability": "2026-10-01",
            "schema": "2026-10-01",
            "security": "2026-10-01",
            "transparency": "2026-10-01"
          },
          "last": "2026-10-01",
          "lastMoved": "2026-10-28",
          "oldest": "2026-10-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "python -m pip install aider-chat   # Python 3.10 to 3.12",
        "headless": {
          "command": "aider --message \"$TASK\" --no-suggest-shell-commands --no-analytics --no-detect-urls path/to/file.py",
          "env": {
            "ANTHROPIC_API_KEY": "\u003ckey\u003e"
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/aider"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "Aider AI LLC",
        "domain": "aider.chat",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "https://aider.chat/docs/legal/privacy.html",
        "statusPage": "",
        "changelog": "https://aider.chat/HISTORY.html",
        "securityTxt": "none",
        "checked": "2026-10-01",
        "notes": [
          "The privacy policy names Aider AI LLC and covers the website and the tool's opt-in analytics.",
          "We found no terms of service and no security.txt in the site's source, which lives in the repository under aider/website."
        ],
        "score": 59
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/aider.json",
      "live": {
        "slug": "aider",
        "versions": [
          {
            "registry": "github",
            "name": "Aider-AI/aider",
            "version": "v0.86.0",
            "released": "2025-08-09",
            "seenAt": "2026-10-31T15:34:38.300456342Z"
          },
          {
            "registry": "pypi",
            "name": "aider-chat",
            "version": "0.86.2",
            "released": "2026-02-12",
            "seenAt": "2026-10-31T15:34:38.191003997Z"
          }
        ],
        "githubStars": 49849,
        "pypiWeekly": 70203,
        "securityTxt": {
          "url": "https://aider.chat/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-31T15:41:36.614162046Z"
        },
        "domain": {
          "domain": "aider.chat",
          "registered": "2023-05-15",
          "source": "https://rdap.identitydigital.services/rdap/domain/aider.chat",
          "checkedAt": "2026-10-25T13:56:27.034112117Z"
        },
        "pages": [
          {
            "url": "https://aider.chat/HISTORY.html",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-10-31T06:04:03.209771607Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3bc7d2e4729c"
          },
          {
            "url": "https://aider.chat/docs/legal/privacy.html",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-31T06:04:05.214049639Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "4b2b6386e645"
          }
        ],
        "github": {
          "repo": "aider-ai/aider",
          "checkedAt": "2026-10-26T07:08:46.252688474Z",
          "stars": 49756,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-05-22T14:02:20Z",
          "openIssues": 1409,
          "openPRs": 536,
          "issuesOpened90d": 260,
          "issuesClosed90d": 167,
          "prsMerged90d": 0,
          "ci": {
            "branch": "main",
            "runs": 50,
            "success": 47,
            "failure": 3,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-05-22T14:02:46Z"
          },
          "replies": {
            "sampled": 25,
            "unanswered": 13,
            "medianDays": 0.2
          }
        },
        "updatedAt": "2026-10-31T15:41:36.614162046Z"
      }
    },
    "answer": "Aider scores 47.1 (D) 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 and maintenance \u0026 community.",
    "b": {
      "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"
    },
    "edges": [
      {
        "by": 39,
        "category": "reliability",
        "leads": "aider",
        "name": "Reliability",
        "reasons": {
          "a": "Read as a local package. aider-chat on PyPI, but the latest release (0.86.2) requires Python below 3.13, while main has moved on (18). The Ubuntu test workflow passed on every main run we loaded, the last on the 22 May 2026 merge, and a Windows workflow sits beside it (25). About 1,300 to 1,400 open issues and 512 open pull requests, with recent ones unlabelled and no maintainer reply we could see, among them uncaught exceptions (#5473, #5466) (5). HISTORY.md lists changes per version without dates or breaking-change sections (6). 0.86, pre-1.0, and classed 4 - Beta on PyPI (0).",
          "b": "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)."
        },
        "scores": {
          "a": 54,
          "b": 15
        }
      },
      {
        "by": 26,
        "category": "security",
        "leads": "aider",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "Harness reading of the framework checklist, used for all five harnesses in this batch. 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. Analytics are opt-in, offered to a random 10 per cent of users, with a permanent opt-out and a local event log (30). Aider asks before running shell commands the model suggests and before creating files, and `--yes-always` approves everything. Edits apply without asking but each lands in a git commit. A `.aider.conf.yml` in a cloned repository can run `test-cmd` or `lint-cmd` through a shell without asking (CVE-2026-85674), and there's no sandbox (9). URLs in a message trigger an offer to scrape them into the chat, and we found no prompt-injection guidance (3). Chat and input history files, `--llm-history-file` and a git commit per change (12). No SECURITY.md in the repository, no advisories published, and the open CVE report has a reply only from a contributor (5).",
          "b": "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)."
        },
        "scores": {
          "a": 59,
          "b": 33
        }
      },
      {
        "by": 21,
        "category": "maintenance",
        "leads": "deepseek-superagent",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "0.86.2 on 2026-02-12, 231 days before this check (0). No release in the last 90 days (0). No commit on main since 2026-05-22, about 1,300 open issues and 512 open pull requests, and the CVE report (#5254) had no maintainer reply we could see (3). The PyPI package lags main, which declares Python 3.13 and 3.14 support that the release doesn't allow (5). CI passed on the last commits and dependencies are pinned, as of May (5).",
          "b": "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)."
        },
        "scores": {
          "a": 13,
          "b": 34
        }
      },
      {
        "by": 20,
        "category": "payments",
        "leads": "aider",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "No payment protocol (0). Free and Apache-2.0 with nothing to buy, so 20, 20 and 20 on the last three lines. Any model through LiteLLM, local ones included, with no signup.",
          "b": "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."
        },
        "scores": {
          "a": 60,
          "b": 40
        }
      },
      {
        "by": 13,
        "category": "transparency",
        "leads": "aider",
        "name": "Transparency \u0026 trust",
        "reasons": {
          "a": "Apache-2.0 (30). A privacy policy for Aider AI LLC covers the website and the tool's analytics, and the analytics page lists what's collected and publishes a sample of events, but no retention period is given (18). No deprecation policy or dated notices found (3). Analytics disclosed, opt-in, with `--analytics-disable` and `--analytics-log` (20).",
          "b": "MIT, Copyright (c) 2026 DeepSeek Harness Team (30). The prototype has no data statement of its own. DeepSeek Harness's privacy policy (last updated 20 September 2026) names Hangzhou DeepSeek Artificial Intelligence Co., Ltd., says session logs are collected with official model services and may be used to train models with a right to opt out, and says custom model services aren't stored server-side. It agrees with DSH's session-log README, but neither is referred to from the prototype (12). No deprecation policy. The README says the published code differs from DeepSeek's internal version, and docs/006 warns that database migrations are one-way (3). Telemetry and the session-log upload are disclosed with opt-outs in DSH's own reference pages, not in this repository (6)."
        },
        "scores": {
          "a": 65,
          "b": 52
        }
      },
      {
        "by": 5,
        "category": "schema",
        "leads": "deepseek-superagent",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "No machine-readable contract. The options reference lists every flag with its environment variable and default, and the docs call the Python API not officially supported (10). No llms.txt or Markdown versions of pages found in the site source (0). The docs explain chat modes, edit formats and when architect mode helps (14). Typed config through `.aider.conf.yml` and flags with defaults (10). Many usage examples and troubleshooting pages (12). A release history per version without dates (10).",
          "b": "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)."
        },
        "scores": {
          "a": 56,
          "b": 61
        }
      }
    ],
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Aider AI LLC",
        "b": "DeepSeek",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "None",
        "b": "Token",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Apache-2.0",
        "b": "MIT",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-02-12",
        "b": "2026-10-31",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "2026-09-20",
        "name": "Privacy policy last updated"
      },
      {
        "a": "49k stars",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "1/5 (2)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Aider scores 47.1 (D) 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 and maintenance \u0026 community.",
        "question": "Which is better for AI agents, Aider or dsh-superagent (DeepSeek)?"
      },
      {
        "answer": "Yes. Aider is open source (Apache-2.0). dsh-superagent (DeepSeek) is open source (MIT).",
        "question": "Are Aider and dsh-superagent (DeepSeek) open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 54 against 15",
          "Security \u0026 auth, 59 against 33",
          "Payments \u0026 pricing, 60 against 40",
          "Transparency \u0026 trust, 65 against 52"
        ],
        "also": [
          "No key needed to call it"
        ],
        "goodFor": "A person pair-programming in a terminal who wants git-tracked edits and a small context footprint, with any model.",
        "slug": "aider",
        "watchFor": "No release since 0.86.2 on 12 February 2026 and no commit since 22 May 2026"
      },
      {
        "aheadOn": [
          "Schema \u0026 documentation, 61 against 56",
          "Maintenance \u0026 community, 34 against 13"
        ],
        "also": [
          "No incidents deducted, where Aider loses 8 points for them"
        ],
        "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"
      }
    ],
    "history": {
      "aider": [
        {
          "causes": [
            "evidence"
          ],
          "date": "2026-10-28",
          "delta": -0.2,
          "from": 47.3,
          "fromGrade": "D",
          "to": 47.1,
          "toGrade": "D"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0.4,
          "from": 46.9,
          "fromGrade": "D",
          "to": 47.3,
          "toGrade": "D"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-08",
          "delta": -0.2,
          "from": 47.1,
          "fromGrade": "D",
          "to": 46.9,
          "toGrade": "D"
        }
      ],
      "deepseek-superagent": null
    },
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-aider.json",
        "title": "Agent Zero vs Aider",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-aider"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-superagent.json",
        "title": "Agent Zero vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-amp.json",
        "title": "Aider vs Amp",
        "url": "https://www.anchorterminal.com/compare/aider-vs-amp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-antigravity-cli.json",
        "title": "Aider vs Antigravity CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-antigravity-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-auggie.json",
        "title": "Aider vs Auggie CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-auggie"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-claude-code.json",
        "title": "Aider vs Claude Code",
        "url": "https://www.anchorterminal.com/compare/aider-vs-claude-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-cline.json",
        "title": "Aider vs Cline",
        "url": "https://www.anchorterminal.com/compare/aider-vs-cline"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-crush.json",
        "title": "Aider vs Crush",
        "url": "https://www.anchorterminal.com/compare/aider-vs-crush"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-cursor-cli.json",
        "title": "Aider vs Cursor CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-cursor-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-deepseek-harness.json",
        "title": "Aider vs DeepSeek Harness (dsh)",
        "url": "https://www.anchorterminal.com/compare/aider-vs-deepseek-harness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-devin.json",
        "title": "Aider vs Devin",
        "url": "https://www.anchorterminal.com/compare/aider-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-droid-cli.json",
        "title": "Aider vs Droid CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-droid-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-earendil-pi.json",
        "title": "Aider vs Pi",
        "url": "https://www.anchorterminal.com/compare/aider-vs-earendil-pi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-gemini-cli.json",
        "title": "Aider vs Gemini CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-gemini-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-github-copilot-cli.json",
        "title": "Aider vs GitHub Copilot CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-github-copilot-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-goose.json",
        "title": "Aider vs goose",
        "url": "https://www.anchorterminal.com/compare/aider-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-harness2.json",
        "title": "Aider vs Harness²",
        "url": "https://www.anchorterminal.com/compare/aider-vs-harness2"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-harnessrouter.json",
        "title": "Aider vs HarnessRouter",
        "url": "https://www.anchorterminal.com/compare/aider-vs-harnessrouter"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-jules.json",
        "title": "Aider vs Jules",
        "url": "https://www.anchorterminal.com/compare/aider-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-junie.json",
        "title": "Aider vs Junie CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-junie"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-kilo-code-cli.json",
        "title": "Aider vs Kilo Code CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-kilo-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-kimi-code-cli.json",
        "title": "Aider vs Kimi Code CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-kimi-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-kiro-cli.json",
        "title": "Aider vs Kiro CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-kiro-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-mini-swe-agent.json",
        "title": "Aider vs mini-swe-agent",
        "url": "https://www.anchorterminal.com/compare/aider-vs-mini-swe-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-minimax-code.json",
        "title": "Aider vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/aider-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-mistral-vibe-cli.json",
        "title": "Aider vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-muse-code.json",
        "title": "Aider vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/aider-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-openai-codex.json",
        "title": "Aider vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/aider-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-opencode.json",
        "title": "Aider vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/aider-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-openhands.json",
        "title": "Aider vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/aider-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-openmausbot.json",
        "title": "Aider vs OpenMausBot",
        "url": "https://www.anchorterminal.com/compare/aider-vs-openmausbot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-prime-agent.json",
        "title": "Aider vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/aider-vs-prime-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-qoder-cli.json",
        "title": "Aider vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-qoder-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-qwen-code.json",
        "title": "Aider vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/aider-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-reflection-mirror.json",
        "title": "Aider vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-rovo-dev-cli.json",
        "title": "Aider vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/aider-vs-rovo-dev-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-unstoppable.json",
        "title": "Aider vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/aider-vs-unstoppable"
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      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-vibe-trading.json",
        "title": "Aider vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/aider-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-warp.json",
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        "url": "https://www.anchorterminal.com/compare/aider-vs-warp"
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      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-deepseek-superagent.json",
        "title": "Amp vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/amp-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-deepseek-superagent.json",
        "title": "Antigravity CLI vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-deepseek-superagent.json",
        "title": "Auggie CLI vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-deepseek-superagent.json",
        "title": "Claude Code vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-deepseek-superagent.json",
        "title": "Cline vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/cline-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-deepseek-superagent.json",
        "title": "Crush vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/crush-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-deepseek-superagent.json",
        "title": "Cursor CLI vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-deepseek-superagent.json",
        "title": "DeepSeek Harness (dsh) vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-devin.json",
        "title": "dsh-superagent (DeepSeek) vs Devin",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-droid-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Droid CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-droid-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-earendil-pi.json",
        "title": "dsh-superagent (DeepSeek) vs Pi",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-earendil-pi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-gemini-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Gemini CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-gemini-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-github-copilot-cli.json",
        "title": "dsh-superagent (DeepSeek) vs GitHub Copilot CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-github-copilot-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-goose.json",
        "title": "dsh-superagent (DeepSeek) vs goose",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-harness2.json",
        "title": "dsh-superagent (DeepSeek) vs Harness²",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-harness2"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-harnessrouter.json",
        "title": "dsh-superagent (DeepSeek) vs HarnessRouter",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-harnessrouter"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-jules.json",
        "title": "dsh-superagent (DeepSeek) vs Jules",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-junie.json",
        "title": "dsh-superagent (DeepSeek) vs Junie CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-junie"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-kilo-code-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Kilo Code CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-kilo-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-kimi-code-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Kimi Code CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-kimi-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-kiro-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Kiro CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-kiro-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-mini-swe-agent.json",
        "title": "dsh-superagent (DeepSeek) vs mini-swe-agent",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-mini-swe-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-minimax-code.json",
        "title": "dsh-superagent (DeepSeek) vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-mistral-vibe-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-muse-code.json",
        "title": "dsh-superagent (DeepSeek) vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-openai-codex.json",
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        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-opencode.json",
        "title": "dsh-superagent (DeepSeek) vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-openhands.json",
        "title": "dsh-superagent (DeepSeek) vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-openmausbot.json",
        "title": "dsh-superagent (DeepSeek) vs OpenMausBot",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-openmausbot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-prime-agent.json",
        "title": "dsh-superagent (DeepSeek) vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-prime-agent"
      },
      {
        "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-rovo-dev-cli.json",
        "title": "dsh-superagent (DeepSeek) vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-rovo-dev-cli"
      },
      {
        "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/clawboo-vs-deepseek-superagent.json",
        "title": "Clawboo vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/clawboo-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cli-manager-vs-deepseek-superagent.json",
        "title": "CLI Manager vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/cli-manager-vs-deepseek-superagent"
      },
      {
        "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"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-paperclip.json",
        "title": "dsh-superagent (DeepSeek) vs Paperclip",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-paperclip"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-parallax-agents.json",
        "title": "dsh-superagent (DeepSeek) vs Parallax",
        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-parallax-agents"
      }
    ],
    "panel": null,
    "scores": [
      {
        "aider": 54,
        "by": 39,
        "deepseek-superagent": 15,
        "edge": "aider",
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "aider": 56,
        "by": 5,
        "deepseek-superagent": 61,
        "edge": "deepseek-superagent",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "aider": 65,
        "by": 2,
        "deepseek-superagent": 67,
        "edge": "deepseek-superagent",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "aider": 59,
        "by": 26,
        "deepseek-superagent": 33,
        "edge": "aider",
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "aider": 60,
        "by": 20,
        "deepseek-superagent": 40,
        "edge": "aider",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "aider": 13,
        "by": 21,
        "deepseek-superagent": 34,
        "edge": "deepseek-superagent",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "aider": 65,
        "by": 13,
        "deepseek-superagent": 52,
        "edge": "aider",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Aider scores 47.1 (D) 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 and maintenance \u0026 community. Both do agent harnesses.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "aider": "Analytics opt-in and offered to 10 per cent of users, with a permanent opt-out and a local log. No release since 0.86.2 on 12 February 2026 and no commit since 22 May 2026.",
      "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."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/aider-vs-deepseek-superagent",
    "json": "https://www.anchorterminal.com/compare/aider-vs-deepseek-superagent.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/aider-vs-deepseek-superagent.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/aider-vs-deepseek-superagent.min.md"
  },
  "markdown": "Aider scores 47.1 (D) 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 and maintenance \u0026 community. Both do agent harnesses.\n\n- Aider: grade D, 47.1/100, rank #1023 of 1251. Markdown https://www.anchorterminal.com/tools/aider.md · JSON https://www.anchorterminal.com/api/v1/tools/aider.json\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- 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### Aider (D)\n\nGood for: A person pair-programming in a terminal who wants git-tracked edits and a small context footprint, with any model.\n\nAhead on:\n- Reliability, 54 against 15\n- Security \u0026 auth, 59 against 33\n- Payments \u0026 pricing, 60 against 40\n- Transparency \u0026 trust, 65 against 52\n\nAlso in its favour:\n- No key needed to call it\n\nWatch for: No release since 0.86.2 on 12 February 2026 and no commit since 22 May 2026\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 56\n- Maintenance \u0026 community, 34 against 13\n\nAlso in its favour:\n- No incidents deducted, where Aider loses 8 points for them\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\n## Why the edge\n\n### Reliability: Aider +39\n\n- Aider (54): Read as a local package. aider-chat on PyPI, but the latest release (0.86.2) requires Python below 3.13, while main has moved on (18). The Ubuntu test workflow passed on every main run we loaded, the last on the 22 May 2026 merge, and a Windows workflow sits beside it (25). About 1,300 to 1,400 open issues and 512 open pull requests, with recent ones unlabelled and no maintainer reply we could see, among them uncaught exceptions (#5473, #5466) (5). HISTORY.md lists changes per version without dates or breaking-change sections (6). 0.86, pre-1.0, and classed 4 - Beta on PyPI (0).\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\n### Security \u0026 auth: Aider +26\n\n- Aider (59): Harness reading of the framework checklist, used for all five harnesses in this batch. 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. Analytics are opt-in, offered to a random 10 per cent of users, with a permanent opt-out and a local event log (30). Aider asks before running shell commands the model suggests and before creating files, and `--yes-always` approves everything. Edits apply without asking but each lands in a git commit. A `.aider.conf.yml` in a cloned repository can run `test-cmd` or `lint-cmd` through a shell without asking (CVE-2026-85674), and there's no sandbox (9). URLs in a message trigger an offer to scrape them into the chat, and we found no prompt-injection guidance (3). Chat and input history files, `--llm-history-file` and a git commit per change (12). No SECURITY.md in the repository, no advisories published, and the open CVE report has a reply only from a contributor (5).\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\n### Maintenance \u0026 community: dsh-superagent (DeepSeek) +21\n\n- Aider (13): 0.86.2 on 2026-02-12, 231 days before this check (0). No release in the last 90 days (0). No commit on main since 2026-05-22, about 1,300 open issues and 512 open pull requests, and the CVE report (#5254) had no maintainer reply we could see (3). The PyPI package lags main, which declares Python 3.13 and 3.14 support that the release doesn't allow (5). CI passed on the last commits and dependencies are pinned, as of May (5).\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\n### Payments \u0026 pricing: Aider +20\n\n- Aider (60): No payment protocol (0). Free and Apache-2.0 with nothing to buy, so 20, 20 and 20 on the last three lines. Any model through LiteLLM, local ones included, with no signup.\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\n### Transparency \u0026 trust: Aider +13\n\n- Aider (65): Apache-2.0 (30). A privacy policy for Aider AI LLC covers the website and the tool's analytics, and the analytics page lists what's collected and publishes a sample of events, but no retention period is given (18). No deprecation policy or dated notices found (3). Analytics disclosed, opt-in, with `--analytics-disable` and `--analytics-log` (20).\n- dsh-superagent (DeepSeek) (52): MIT, Copyright (c) 2026 DeepSeek Harness Team (30). The prototype has no data statement of its own. DeepSeek Harness's privacy policy (last updated 20 September 2026) names Hangzhou DeepSeek Artificial Intelligence Co., Ltd., says session logs are collected with official model services and may be used to train models with a right to opt out, and says custom model services aren't stored server-side. It agrees with DSH's session-log README, but neither is referred to from the prototype (12). No deprecation policy. The README says the published code differs from DeepSeek's internal version, and docs/006 warns that database migrations are one-way (3). Telemetry and the session-log upload are disclosed with opt-outs in DSH's own reference pages, not in this repository (6).\n\n### Schema \u0026 documentation: dsh-superagent (DeepSeek) +5\n\n- Aider (56): No machine-readable contract. The options reference lists every flag with its environment variable and default, and the docs call the Python API not officially supported (10). No llms.txt or Markdown versions of pages found in the site source (0). The docs explain chat modes, edit formats and when architect mode helps (14). Typed config through `.aider.conf.yml` and flags with defaults (10). Many usage examples and troubleshooting pages (12). A release history per version without dates (10).\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\n## Score by category\n\n| Category | Weight | Aider | dsh-superagent (DeepSeek) | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 54 | 15 | Aider +39 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 56 | 61 | dsh-superagent (DeepSeek) +5 |\n| Agent ergonomics | 13% (16.2 this run) | 65 | 67 | dsh-superagent (DeepSeek) +2 |\n| Security \u0026 auth | 14% (17.5 this run) | 59 | 33 | Aider +26 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 40 | Aider +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 13 | 34 | dsh-superagent (DeepSeek) +21 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 65 | 52 | Aider +13 |\n| Negative events | ≤15 | -8 | 0 | |\n| **Total** | | **47.1 · D** | **42.1 · E** | |\n\n## Facts side by side\n\n| Fact | Aider | dsh-superagent (DeepSeek) |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Aider AI LLC | DeepSeek |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | None | Token |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | Apache-2.0 | MIT |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | 2026-02-12 | 2026-10-31 |\n| Terms last updated | no document linked | no document linked |\n| Privacy policy last updated | no date given | 2026-09-20 |\n| Popularity | 49k stars | none |\n| Agent reviews | 1/5 (2) | none |\n\n## How the scores have moved\n\n### Aider\n\n- -0.2 on 28 October 2026: new evidence\n- +0.4 on 27 October 2026: checklist\n- -0.2 on 8 October 2026: checklist\n\n### dsh-superagent (DeepSeek)\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Aider.** Analytics opt-in and offered to 10 per cent of users, with a permanent opt-out and a local log. No release since 0.86.2 on 12 February 2026 and no commit since 22 May 2026.\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## Before you call either\n\n### Aider\n\n1. Read `.aider.conf.yml` in any cloned repository before starting aider. Its `test-cmd` and `lint-cmd` run without asking\n2. Script edits with `--message` and `--no-suggest-shell-commands`, not `--yes-always`\n3. Use Python 3.12 or earlier for the PyPI release\n4. Pass `--no-detect-urls` when the prompt holds links you don't want offered for scraping\n5. Check `git log` after a run. Each edit is its own commit\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## Questions\n\n### Which is better for AI agents, Aider or dsh-superagent (DeepSeek)?\n\nAider scores 47.1 (D) 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 and maintenance \u0026 community.\n\n### Are Aider and dsh-superagent (DeepSeek) open source?\n\nYes. Aider is open source (Apache-2.0). dsh-superagent (DeepSeek) is open source (MIT).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/aider-vs-deepseek-superagent.json, and with the fewest tokens: https://www.anchorterminal.com/compare/aider-vs-deepseek-superagent.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"aider\", \"b\": \"deepseek-superagent\"}`. From a terminal: `anchor compare aider deepseek-superagent`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/aider.json and https://www.anchorterminal.com/api/v1/tools/deepseek-superagent.json\n\n## Other comparisons with Aider or dsh-superagent (DeepSeek)\n\n- [Agent Zero vs Aider](https://www.anchorterminal.com/compare/agent-zero-vs-aider.md)\n- [Agent Zero vs dsh-superagent (DeepSeek)](https://www.anchorterminal.com/compare/agent-zero-vs-deepseek-superagent.md)\n- [Aider vs Amp](https://www.anchorterminal.com/compare/aider-vs-amp.md)\n- [Aider vs Antigravity CLI](https://www.anchorterminal.com/compare/aider-vs-antigravity-cli.md)\n- [Aider vs Auggie CLI](https://www.anchorterminal.com/compare/aider-vs-auggie.md)\n- [Aider vs Claude Code](https://www.anchorterminal.com/compare/aider-vs-claude-code.md)\n- [Aider vs Cline](https://www.anchorterminal.com/compare/aider-vs-cline.md)\n- [Aider vs Crush](https://www.anchorterminal.com/compare/aider-vs-crush.md)\n- [Aider 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