{
  "data": {
    "a": {
      "slug": "axlr",
      "name": "AXLR",
      "vendor": "Underpass AI",
      "vendorUrl": "https://axlr.underpassai.com",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Open-source Go execution engine for agentic work from Underpass AI. A console with work modes and approval cards, an mTLS HTTP, gRPC and MCP service, a JSON worker and a Go library, with KMP memory and MADE procedures over MCP.",
      "url": "https://www.anchorterminal.com/tools/axlr",
      "markdownUrl": "https://www.anchorterminal.com/tools/axlr.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/axlr.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/axlr.json",
      "dns": "axlr.grade.anchorterminal.com",
      "repo": "https://github.com/underpass-ai/AXLR",
      "license": "Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder",
      "transports": [],
      "packages": [
        {
          "registry": "go",
          "name": "github.com/underpass-ai/AXLR"
        },
        {
          "registry": "oci",
          "name": "ghcr.io/underpass-ai/axlr"
        },
        {
          "registry": "oci",
          "name": "ghcr.io/underpass-ai/charts/axlr"
        }
      ],
      "auth": "mixed",
      "authNotes": "The console and the one-command `axlr-tui --exec` need a model route, an OpenRouter key (`OPENROUTER_API_KEY` or `credentials.json`, mode 0600), a local OpenAI-compatible server, or an Anthropic Messages or OpenAI Responses key in a `local_models` entry; the JSON worker and the library tests need no model account. The service, `axlr-serve`, requires TLS 1.3 and a client certificate signed by its CA whose SHA-256 fingerprint is mapped in a private principals file to a principal and the roles `session_client`, `approver`, `tool_operator` and `admin`; an unmapped certificate is forbidden, a session belongs to the principal that created it, and authentication never approves a tool by itself. MCP at `/mcp` is stateless and authenticated per request by the same certificate; gRPC uses the TLS peer certificate.",
      "pricing": "free",
      "pricingNotes": "Free and open source under Apache-2.0, with nothing to buy from Underpass AI. You pay your model provider (OpenRouter reports a cost per request, which the console's `/usage` and `max_session_usd` track) or run a local server at no charge; TypeSafe's Jev judge is optional and needs its own key. No hosted AXLR exists (checked 2026-11-01).",
      "priceSummary": "Free · OSS",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the repository, the OpenAPI file or the two sites (checked 2026-11-01). Nothing is sold.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 0,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-01"
      },
      "docsUrl": "https://axlr.underpassai.com/docs/",
      "openapi": "https://github.com/underpass-ai/AXLR/blob/main/api/openapi/axlr-v1.yaml",
      "capabilities": [
        "agent.harness",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "open-source",
        "local",
        "self-hosted",
        "free",
        "no-card",
        "go",
        "cli",
        "mcp-client",
        "openapi",
        "grpc",
        "docker",
        "helm",
        "sandbox",
        "approvals",
        "pre-1.0",
        "new"
      ],
      "lastRelease": "2026-10-25",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 70.6,
        "grade": "BB",
        "agentReady": true,
        "rank": 197,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 4,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 83,
          "maintenance": 79,
          "payments": 60,
          "reliability": 70,
          "schema": 80,
          "security": 62,
          "transparency": 55
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-01"
        },
        "negative": 0,
        "verdict": "A pre-1.0 Go harness with an unusually complete service contract, mutual TLS with principal roles, required idempotency keys, a policy, budget and sandbox per execution, and a result object a program can read. The console's defaults after setup are autonomy on and no sandbox, the project has one maintainer and no outside users yet, and releases carry no notes.",
        "bestFor": "A program or bot that needs one governed execution at a time, with a policy, a budget, a sandbox profile and correlation ids it sets itself and a result object it reads back, on a machine it controls, with the model on OpenRouter, a local server or a native Anthropic or OpenAI key.",
        "strengths": [
          "mTLS HTTP, gRPC and MCP service with four principal roles, `Idempotency-Key` required on turns, approvals and direct calls, and `expected_revision` on decisions",
          "A policy (observe, propose, act-with-approval, act-within-policy), a budget in seconds, requests, tool calls and dollars, and a bubblewrap or container sandbox with an enforced egress allow list, each per execution",
          "`axlr-tui --exec --json` runs one task headless and ends with a result object; exit 0 done, 3 waiting for a decision, 1 error",
          "OpenRouter, local OpenAI-compatible servers (llama.cpp, vLLM, Ollama, LM Studio), and the Anthropic Messages and OpenAI Responses APIs spoken directly",
          "21 releases in October 2026 from a workflow that tests on six native runners and refuses to republish different bytes, with a `.sha256` beside every archive"
        ],
        "weaknesses": [
          "The setup assistant turns autonomy on and leaves the exec sandbox off, so after setup the model's commands run with the person's rights, bar the destructive list",
          "Pre-1.0 with one maintainer, 0 stars and 10 open issues, all the founder's own trackers; releases have empty notes and there is no changelog",
          "The service needs KMP and MADE as remote gRPC services, a client CA and a principals file before a first session, and has no work modes, plugins or forged-tool setting yet",
          "No SECURITY.md, security.txt, advisories or disclosure route; the legal entity is not yet incorporated and no terms or privacy policy exist",
          "No llms.txt, and the Go library is the only SDK; the catalog registry answers every non-AXLR client with 403"
        ],
        "agentNotes": [
          "Before the first prompt, set `approvals.autonomous` to false or run with `--approve none`, and turn `exec_sandbox.mode` to `auto` or `required` on Linux; after setup both default the other way",
          "Drive a run with `axlr-tui --exec --json --policy \u003cfile\u003e --budget \u003cfile\u003e --sandbox \u003cfile\u003e` and read only the last `result` line; exit 3 means a call waits for `--decide approve|deny` with `--session \u003cid\u003e`",
          "On the service, send `Idempotency-Key` (16 to 128 safe ASCII characters) on every turn, approval and direct call, and pass the session's `expected_revision`; a reused key with a different body answers 409",
          "A local model must return native tool calls (llama.cpp with `--jinja`, vLLM with `--enable-auto-tool-choice`); set `context_tokens` on the entry and `OLLAMA_CONTEXT_LENGTH` for Ollama",
          "Leave `TYPESAFE_API_KEY` unset unless you want the setup assistant to switch Jev on, which sends requests and final answers to TypeSafe"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 70.6
          }
        ],
        "editorialScores": {
          "ergonomics": 83,
          "maintenance": 79,
          "payments": 60,
          "reliability": 70,
          "schema": 80,
          "security": 62,
          "transparency": 68
        },
        "provenanceScore": 42,
        "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": "V=v0.15.0; OS=linux; ARCH=amd64; curl -fsSLO https://github.com/underpass-ai/AXLR/releases/download/$V/axlr-$V-$OS-$ARCH.tar.gz{,.sha256} \u0026\u0026 sha256sum -c axlr-$V-$OS-$ARCH.tar.gz.sha256 \u0026\u0026 tar xzf axlr-$V-$OS-$ARCH.tar.gz -C ~/.local/bin axlr axlr-tui axlr-serve   # or build from source with Go 1.26",
        "headless": {
          "command": "axlr-tui --root \"$PWD\" --exec \"$TASK\" --json --approve none --policy policy.json --budget budget.json --sandbox sandbox.json",
          "decide": "axlr-tui --session \u003cid\u003e --decide approve --json",
          "env": {
            "OPENROUTER_API_KEY": "\u003ckey\u003e"
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/axlr"
      },
      "area": "frameworks",
      "provenance": {
        "legalEntity": "",
        "domain": "underpassai.com",
        "domainRegistered": "2025-08-10",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/underpass-ai/AXLR/releases",
        "securityTxt": "none",
        "checked": "2026-11-01",
        "notes": [
          "No legal entity exists yet. underpassai.com's footer says Underpass AI is a startup project created by Tirso García Ibáñez and preparing incorporation as a Spanish limited liability company, that the technical assets are founder-owned and intended to be assigned to the company after incorporation, and that licence terms are in each repository's LICENSE and NOTICE. The NOTICE names Tirso García Ibáñez as copyright holder. Recorded as absent with that explanation.",
          "No terms of service or privacy policy on underpassai.com (sitemap lists the home page and one article) or axlr.underpassai.com. For local software the docs' 'Where data goes' and 'Diagnostics and privacy' sections stand in.",
          "RDAP for underpassai.com gives registration on 2025-08-10 with Route 53 nameservers. The GitHub organisation underpass-ai was created on 2025-08-09, location Spain, 16 public repositories. The AXLR repository was created on 2026-09-29; the first tag and release, v0.1.0, is dated 2026-10-04, which is firstReleased.",
          "https://underpassai.com/.well-known/security.txt and https://axlr.underpassai.com/.well-known/security.txt answer 404; the repository has no SECURITY.md. No status page (local software). The changelog is the GitHub releases list, whose entries carry no notes.",
          "robots.txt on underpassai.com and axlr.underpassai.com allow everything. registry.underpassai.com answers every path, robots.txt included, with 403 'forbidden: client is not AXLR', so nothing was read from it after that reply.",
          "The founder's LinkedIn URL is linked from underpassai.com and was not visited."
        ],
        "score": 42
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/axlr.json",
      "live": {
        "slug": "axlr",
        "versions": [
          {
            "registry": "github",
            "name": "underpass-ai/AXLR",
            "version": "v0.15.0",
            "released": "2026-10-25",
            "seenAt": "2026-11-06T23:08:48.738681832Z"
          }
        ],
        "githubStars": 0,
        "securityTxt": {
          "url": "https://underpassai.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:00:48.673912463Z"
        },
        "github": {
          "repo": "underpass-ai/axlr",
          "checkedAt": "2026-11-02T08:24:06.082445818Z",
          "stars": 0,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-11-01T12:37:37Z",
          "openIssues": 10,
          "openPRs": 0,
          "issuesOpened90d": 17,
          "issuesClosed90d": 7,
          "prsMerged90d": 170,
          "ci": {
            "branch": "main",
            "runs": 50,
            "success": 47,
            "failure": 3,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-11-01T12:40:55Z"
          },
          "replies": {
            "sampled": 17,
            "unanswered": 10,
            "medianDays": 0.3
          }
        },
        "updatedAt": "2026-11-07T16:00:48.673912463Z"
      }
    },
    "answer": "AXLR scores 70.6 (BB) on agent readiness against Verdent's 39.7 (E), and leads in 6 of 7 scored categories.",
    "b": {
      "slug": "verdent",
      "name": "Verdent",
      "vendor": "Verdent AI, Inc.",
      "vendorUrl": "https://www.verdent.ai",
      "kind": "harness",
      "category": "agent-harnesses",
      "summary": "Verdent is a coding agent from Verdent AI, Inc., with a desktop app for macOS and Windows, VS Code and JetBrains extensions and a browser edition. It plans tasks, runs parallel workers in git worktrees and uses MCP servers.",
      "url": "https://www.anchorterminal.com/tools/verdent",
      "markdownUrl": "https://www.anchorterminal.com/tools/verdent.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/verdent.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/verdent.json",
      "dns": "verdent.grade.anchorterminal.com",
      "license": "Proprietary. The terms of use from Verdent AI, Inc. forbid reverse engineering or copying any component, and no source is published",
      "transports": [],
      "packages": [],
      "auth": "mixed",
      "authNotes": "A person signs in to a Verdent account with Google, GitHub or email in a browser. Model use runs on Verdent credits through llm-proxy.verdent.ai, or on the user's own Anthropic, OpenAI or OpenRouter key (BYOK). BYOA runs workers on a local Claude Code or Codex CLI with keys kept on the machine. No API key or token for driving Verdent from another program was found.",
      "pricing": "paid",
      "pricingNotes": "From $5 a month (Lite), then $19 Starter, $59 Pro and $179 Max with 320, 1,000 and 3,000 credits a month (doubled by a limited-time bonus). One credit is about $0.059 at provider rates. Top-ups $20 for 340 credits to $200 for 3,400. Free Mode and the free trial ended with v2.18.0 on 29 October 2026.",
      "priceSummary": "$5 / mo",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, pricing page, terms or changelog (checked 2026-11-06). Subscriptions and top-ups go through Stripe.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-06"
      },
      "docsUrl": "https://www.verdent.ai/docs/verdent-manager/getting-started/overview",
      "capabilities": [
        "agent.harness",
        "agent.multi-agent",
        "agent.mcp-client"
      ],
      "tags": [
        "official",
        "harness",
        "coding-agent",
        "closed-source",
        "desktop",
        "vscode",
        "jetbrains",
        "mcp",
        "byok",
        "paid-plans",
        "no-sandbox"
      ],
      "lastRelease": "2026-10-29",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 39.7,
        "grade": "E",
        "agentReady": false,
        "rank": 1317,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 53,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 35,
          "maintenance": 61,
          "payments": 20,
          "reliability": 43,
          "schema": 55,
          "security": 33,
          "transparency": 55
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-06"
        },
        "negative": -2,
        "negativeNotes": [
          "2026-11-06. The changelog says v2.18.0 of 29 October 2026 retired Free Mode, the free trial and the 100 welcome credits, while the pricing page FAQ read on 6 November still says \"Your free trial includes 100 credits\" and the 1.0 docs overview still lists a free trial. A stale claim on the vendor's own pricing page, 2 points. https://www.verdent.ai/pricing, https://www.verdent.ai/changelog"
        ],
        "verdict": "A desktop and editor coding agent that splits a goal into parallel workers in git worktrees, with a read-only Plan Mode, MCP servers and the option to run workers on Claude Code or Codex. It has no CLI, API or sandbox, sends context through Verdent's servers, and has had no free tier since 29 October 2026.",
        "bestFor": "A person who wants a desktop app to plan and run several coding tasks at once, possibly on their own Claude Code or Codex.",
        "strengths": [
          "Plan Mode is read-only and writes a plan.md for review before Agent Mode makes changes",
          "Parallel workers each run in their own git worktree, with a review column before work is accepted",
          "BYOA runs workers on a local Claude Code or Codex CLI, and BYOK takes Anthropic, OpenAI or OpenRouter keys",
          "Plan, top-up and per-credit prices are public, charged at provider token rates with no markup per the pricing page",
          "Every current docs page has a Markdown twin, and the changelog is dated by version"
        ],
        "weaknesses": [
          "No CLI, print mode, API or SDK, so a pipeline can't start or read a run except through a paired chat bot",
          "No sandbox or network restriction documented, and the actions that need approval aren't listed",
          "Free Mode and the free trial ended on 29 October 2026, while the pricing page FAQ still promises 100 trial credits",
          "Event logging to log.verdent.ai has no documented opt-out, and the privacy policy gives no retention periods",
          "SOC 2 and ISO/IEC 42001 are being pursued, not held, and there is no bug bounty or security.txt"
        ],
        "agentNotes": [
          "Don't plan to drive Verdent headless. Hand the task to the person using the desktop app, or use a harness with a print mode",
          "Start large changes in Plan Mode and review plan.md before switching to Agent Mode",
          "Add MCP servers in the project's .mcp.json or ~/.verdent/mcp.json in the mcpServers shape",
          "Keep work under git, since rollback relies on git and there is no sandbox",
          "Budget in credits at about $0.059 each, because there is no free allowance since 29 October 2026"
        ],
        "metrics": {
          "kind": "local",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 39.7
          }
        ],
        "editorialScores": {
          "ergonomics": 35,
          "maintenance": 61,
          "payments": 20,
          "reliability": 43,
          "schema": 55,
          "security": 33,
          "transparency": 47
        },
        "provenanceScore": 62,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-06",
            "maintenance": "2026-11-06",
            "payments": "2026-11-06",
            "reliability": "2026-11-06",
            "schema": "2026-11-06",
            "security": "2026-11-06",
            "transparency": "2026-11-06"
          },
          "last": "2026-11-06",
          "oldest": "2026-11-06",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "config": {
          "mcpServers": {
            "github": {
              "args": [
                "-y",
                "@modelcontextprotocol/server-github"
              ],
              "command": "npx",
              "env": {
                "GITHUB_PERSONAL_ACCESS_TOKEN": "${GITHUB_TOKEN}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/agent.harness",
        "tool": "https://letme.dev/verdent"
      },
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Lite plan",
          "unit": "month",
          "usd": 5,
          "note": "Eco Mode models and light usage"
        },
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 19,
          "note": "320 credits a month, 480 with the limited-time bonus"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 59,
          "note": "1,000 credits a month, 1,500 with the bonus"
        },
        {
          "item": "Max plan",
          "unit": "month",
          "usd": 179,
          "note": "3,000 credits a month, 4,500 with the bonus"
        },
        {
          "item": "Credit",
          "unit": "credit",
          "usd": 0.059,
          "note": "About $0.059, charged at provider token prices with no markup per the pricing page"
        }
      ],
      "provenance": {
        "legalEntity": "Verdent AI, Inc.",
        "domain": "verdent.ai",
        "domainRegistered": "2025-05-06",
        "endpointOnVendorDomain": true,
        "terms": "https://www.verdent.ai/terms",
        "privacy": "https://www.verdent.ai/privacy",
        "statusPage": "",
        "changelog": "https://www.verdent.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-11-06",
        "notes": [
          "The privacy policy names Verdent AI, Inc. as data controller, and the terms choose California law.",
          "The terms forbid users to crawl, scrape or otherwise harvest data or information from the Services. Public pages were read once each.",
          "www.verdent.ai/robots.txt allows all crawlers.",
          "RDAP gives verdent.ai a registration date of 6 May 2025.",
          "/.well-known/security.txt returns 404, and status.verdent.ai did not answer. No status page found.",
          "The security page says SOC 2 and ISO/IEC 42001 are being pursued, not held, and takes vulnerability reports at hi@verdent.ai with acknowledgement within five business days."
        ],
        "score": 62
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/verdent.json",
      "live": {
        "slug": "verdent",
        "securityTxt": {
          "url": "https://verdent.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T15:59:33.272105482Z"
        },
        "pages": [
          {
            "url": "https://www.verdent.ai/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-11-07T14:36:28.662063151Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "bac05e4e426e"
          },
          {
            "url": "https://www.verdent.ai/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-11-07T14:36:31.354667853Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3ec1d3c07d70"
          },
          {
            "url": "https://www.verdent.ai/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-07T14:36:33.295376926Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "206b6ec23a6a"
          }
        ],
        "updatedAt": "2026-11-07T15:59:33.272105482Z"
      }
    },
    "edges": [
      {
        "by": 48,
        "category": "ergonomics",
        "leads": "axlr",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "Harness reading of the framework line, scored on what a program driving it has to supply. Six local tools plus the host's bookkeeping tools; work modes and an execution policy hide the tools a run may not use, `axlr_catalog` searches the catalog instead of loading it, forged tools keep the request prefix for the prompt cache, and a context cap of 75,000 prompt tokens opens a successor session (20). `local_read`, `local_search` and `local_list` page with `offset`, `next_offset` and `max_bytes`; `StreamEvents` takes `after`, `max_events` (1 to 256) and `wait_ms`; a budget per execution in seconds, requests, tool calls and dollars; 32 tool calls a turn and `max_session_usd` (20). The `--exec` run ends in one `result` line with a status, the pending call, every call's outcome and the usage, and exits 0, 3 or 1; service errors carry codes an agent can act on; a budget stop says which limit (`budget: requests 20 reached`) and leaves the session resumable (16). `Idempotency-Key` on every turn, approval and direct call with cross-transport replay, `expected_revision` on decisions, `expected_sha256` on worker writes, and an interrupted effectful call left `uncertain` for an operator rather than retried (19). One command runs a task, but the first launch needs an OpenRouter key or a local server, the service needs a CA, a principals file and remote KMP and MADE before a first session, and the only SDK is the Go library (8). 20+20+16+19+8 = 83.",
          "b": "Harness reading. MCP servers per project or globally, subagents, skills and rules, but no per-tool disabling or deferred loading found (10). No output-size, turn-limit or budget controls for a run were found beyond credit balances (5). No exit codes or error format, since there is no headless mode (3). Parallel workers in git worktrees and a review column make runs reviewable and reversible, with no resume by ID documented (10). No CLI, API or SDK. A pipeline can only reach Manager through a paired Telegram, Slack or Feishu bot (7). 10+5+3+10+7 = 35."
        },
        "scores": {
          "a": 83,
          "b": 35
        }
      },
      {
        "by": 40,
        "category": "payments",
        "leads": "axlr",
        "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 by the self-hosted rule, since the docs say what you pay your model provider, the free route needs no card, and it runs local models with no signup at all, the JSON worker without any model. 0+20+20+20 = 60.",
          "b": "Harness reading of the published rubric, scored on the Verdent subscription the agent needs. No payment protocol (0). Plan prices from $5 a month, top-up prices and the credit value of about $0.059 are public without a login (20). Free Mode and the free trial ended on 29 October 2026, so there is no free tier (0). A person signs up in a browser (0). 0+20+0+0 = 20."
        },
        "scores": {
          "a": 60,
          "b": 20
        }
      },
      {
        "by": 29,
        "category": "security",
        "leads": "axlr",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "Harness reading of the framework checklist, as for the other four harnesses. 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. No product telemetry in the console source (the outbound hosts are openrouter.ai, api.anthropic.com, api.openai.com, a configured local server, api.github.com and github.com for engine downloads, and registry.underpassai.com for the signed catalog index) or in the docs; payload capture is off by default since 9 October 2026, traces omit prompts and credentials, model keys are never given to commands or plugins, and Jev sends requests and answers to TypeSafe only when on, which the setup assistant does when `TYPESAFE_API_KEY` is set, with a notice on stderr (27). Approval cards, a destructive list that always asks, four work modes, a policy level per execution, a bubblewrap or container sandbox with an enforced egress allow list, and a service that approves nothing but reads. Against that, the setup assistant writes `autonomous: true`, `exec_sandbox` is off by default, forged tools run with the person's rights, and the README says the console and worker are not sandboxes (13). Forged tools are refused when a file changes since the forge, a policy forbids calls outside the model, and the docs say MCP tools keep their own side effects, but no prompt-injection guidance was found and MCP results reach the model unmarked (6). The service keeps an event journal, audit records, a receipt with the SHA-256 of every call's arguments and outcome, and correlation ids on every event; the console keeps session records, a redacted app log and `/session` (14). No SECURITY.md, no security.txt on either host, no advisories, no bug bounty; release checksums and a minisign-signed catalog are integrity, not a programme (2). 27+13+6+14+2 = 62.",
          "b": "Framework reading (telemetry defaults, approvals, guardrails, sandboxing). Conversation history and tool results go to Verdent's US servers and on to Azure, Bedrock or Vertex, with zero data retention stated for Vertex and Bedrock only. Event logging to log.verdent.ai has no documented opt-out. BYOA keys stay on the machine (10). Plan Mode is read-only, Agent Mode asks before destructive commands and edits outside scope, and workers are isolated by git worktree, but there is no sandbox or network control and the approval list isn't enumerated (9). No prompt-injection guidance found, while web search and fetch results enter the context (2). Usage history in the dashboard, no audit log found (5). A security page with a disclosure address and a five-day acknowledgement, SOC 2 and ISO/IEC 42001 being pursued rather than held, no security.txt and no bug bounty (7). 10+9+2+5+7 = 33."
        },
        "scores": {
          "a": 62,
          "b": 33
        }
      },
      {
        "by": 27,
        "category": "reliability",
        "leads": "axlr",
        "name": "Reliability",
        "reasons": {
          "a": "Read as a local package, as claude-code, goose, opencode and openhands were. Release archives for Linux, macOS and Windows on amd64 and arm64 with a `.sha256` beside each, a GHCR image, an OCI Helm chart and source builds with Go 1.26, all stated in the docs; no Homebrew, npm or apt route (20). CI on main runs vet, race tests and a coverage gate above 80 per cent for both modules, with the sandbox tests required under bubblewrap, and the last ten runs on main to 1 November 2026 all passed; the release workflow tests on six native runners (25). 10 open issues, all opened by the founder on 19 and 21 October 2026 as trackers for service work (work modes, plugins, the sandbox setting, cost limits), none from an outside user and none a crash report, 0 open pull requests and about 100 merged; with 0 stars there is nobody else to report, so the handling of outside reports is untested (20). Tags are semver 0.x and the docs date each behaviour change inline (\"until 14 October 2026…\"), but the 21 releases have empty notes, there is no CHANGELOG.md, and the product contract records one retirement (the seven 1.0 skill definitions on 5 October 2026) without a notice period (5). Pre-1.0, which the README calls an evolving project (0). 20+25+20+5+0 = 70.",
          "b": "Local-package reading, as for the other closed-source harnesses. The desktop app installs from verdent.ai with macOS 11 or later and 64-bit Windows 10 and 11 stated, and the extension from the editor marketplaces, but not from a package registry (15). No public CI or test suite, since the source isn't published (0). No public issue tracker, every task runs through Verdent's servers, and no status page was found, so there is no readable record (5). A dated changelog by version, with the end of Free Mode called out in v2.18.0, but no breaking-change sections (8). 2.18.0, generally available (15). 15+0+5+8+15 = 43."
        },
        "scores": {
          "a": 70,
          "b": 43
        }
      },
      {
        "by": 25,
        "category": "schema",
        "leads": "axlr",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "An OpenAPI 3.1 file for the service (15 paths, 23 schemas, `mutualTLS` security scheme, `additionalProperties: false` on request bodies), a checked proto for the gRPC service, and the 19 MCP tools built from the same shared schemas (25). No llms.txt on either site (404), and the docs site renders HTML; the Markdown sources are in the repository (5). The product contract tables what each of the four interfaces can and cannot do, the work-mode table states each mode's purpose and tool policy, the transport parity ledger names every verb's arguments and behaviour, and `axlr_tools` tells the model to look for a tool before forging one (15). Typed inputs throughout, `Idempotency-Key` 16 to 128 safe ASCII characters, `expected_revision` a positive integer, policy levels, sandbox profiles and egress values enumerated, budgets as four integers, and the service rejects unknown fields, invalid types and bodies over 4 MiB (14). Examples in every guide, an error shape of `code`, `message` and `request_id`, named codes (`409 idempotency_conflict`, `400 invalid_cursor`, `422 invalid_policy`, `invalid_budget`, `sandbox_unavailable`, `not_ready`, `invalid_id`), a gRPC status mapping, and the worker's five statuses and three exit codes; no single error reference page (14). `/v1` routes and an OpenAPI version of 0.1.0 against a 0.15.0 release, and no changelog beyond the dated notes inside the docs (7). 25+5+15+14+14+7 = 80.",
          "b": "Framework reading for a harness. No schema for settings or output, only mcp.json examples in the standard mcpServers shape (5). Every current docs page has a Markdown twin at the same path with .md, though no llms.txt (10). The docs say when to use Agent Mode or Plan Mode and what Plan Mode can't do, but the Agent Mode page lists the actions that need approval only as \"certain tool executions\" and \"destructive operations\" (12). Modes and BYOA agent types are enumerated, permissions are not (5). Examples on the MCP, BYOA and messaging pages, and a recovery page, with no error codes (8). Version numbers and a dated public changelog (15). The archived 1.0 docs are still served beside the current ones. 5+10+12+5+8+15 = 55."
        },
        "scores": {
          "a": 80,
          "b": 55
        }
      },
      {
        "by": 18,
        "category": "maintenance",
        "leads": "axlr",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "v0.15.0 on 2026-10-25, with commits on main to 2026-11-01 (30). 21 releases between 4 and 25 October 2026 (20). One maintainer (368 of 399 commits, the rest by two agent accounts), 10 open issues that are his own trackers with no comments, about 100 merged pull requests and no outside report to measure a reply against (15). Not in the MCP registry; the Go module and a proto to generate clients from are the only client code, beside the GHCR image and Helm chart (5). Go 1.26 toolchain pinned, release actions pinned by commit SHA, a go-licenses check that the third-party bundle matches the dependency graph, and CI passing on main (9). 30+20+15+5+9 = 79.",
          "b": "Closed service. v2.18.0 on 29 October 2026, eight days before this check (30). More than three dated releases in the 90 days from 8 August, among them 2.10.0 to 2.18.0 (20). A dated public changelog, a support address, Discord and a subreddit, with no public tracker to read reply times (8). No official SDK or MCP server to keep current (0). No public packages or CI to judge (3). 30+20+8+0+3 = 61."
        },
        "scores": {
          "a": 79,
          "b": 61
        }
      }
    ],
    "facts": [
      {
        "a": "Agent harness",
        "b": "Agent harness",
        "name": "Kind"
      },
      {
        "a": "Underpass AI",
        "b": "Verdent AI, Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Paid",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder",
        "b": "Proprietary. The terms of use from Verdent AI, Inc. forbid reverse engineering or copying any component, and no source is published",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-25",
        "b": "2026-10-29",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "2026-05-25",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "2026-05-26",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not read yet",
        "b": "yes",
        "name": "Customer content may train models"
      },
      {
        "a": "not read yet",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not read yet",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not read yet",
        "b": "yes",
        "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": "0 stars",
        "b": "none",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "AXLR scores 70.6 (BB) on agent readiness against Verdent's 39.7 (E), and leads in 6 of 7 scored categories.",
        "question": "Which is better for AI agents, AXLR or Verdent?"
      },
      {
        "answer": "AXLR is open source (Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder). No open-source release is listed for Verdent.",
        "question": "Are AXLR and Verdent open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 70 against 43",
          "Schema \u0026 documentation, 80 against 55",
          "Agent ergonomics, 83 against 35",
          "Security \u0026 auth, 62 against 33",
          "Payments \u0026 pricing, 60 against 20",
          "Maintenance \u0026 community, 79 against 61"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "Free to start without a card",
          "Open source"
        ],
        "goodFor": "A program or bot that needs one governed execution at a time, with a policy, a budget, a sandbox profile and correlation ids it sets itself and a result object it reads back, on a machine it controls, with the model on OpenRouter, a local server or a native Anthropic or OpenAI key.",
        "slug": "axlr",
        "watchFor": "The setup assistant turns autonomy on and leaves the exec sandbox off, so after setup the model's commands run with the person's rights, bar the destructive list"
      },
      {
        "aheadOn": null,
        "also": null,
        "goodFor": "A person who wants a desktop app to plan and run several coding tasks at once, possibly on their own Claude Code or Codex.",
        "slug": "verdent",
        "watchFor": "No CLI, print mode, API or SDK, so a pipeline can't start or read a run except through a paired chat bot"
      }
    ],
    "history": null,
    "job": {
      "capability": "agent.harness",
      "name": "Agent harnesses"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-axlr.json",
        "title": "Agent Zero vs AXLR",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-axlr"
      },
      {
        "json": "https://www.anchorterminal.com/compare/agent-zero-vs-verdent.json",
        "title": "Agent Zero vs Verdent",
        "url": "https://www.anchorterminal.com/compare/agent-zero-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-axlr.json",
        "title": "Aider vs AXLR",
        "url": "https://www.anchorterminal.com/compare/aider-vs-axlr"
      },
      {
        "json": "https://www.anchorterminal.com/compare/aider-vs-verdent.json",
        "title": "Aider vs Verdent",
        "url": "https://www.anchorterminal.com/compare/aider-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-axlr.json",
        "title": "Amp vs AXLR",
        "url": "https://www.anchorterminal.com/compare/amp-vs-axlr"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amp-vs-verdent.json",
        "title": "Amp vs Verdent",
        "url": "https://www.anchorterminal.com/compare/amp-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-axlr.json",
        "title": "Antigravity CLI vs AXLR",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-axlr"
      },
      {
        "json": "https://www.anchorterminal.com/compare/antigravity-cli-vs-verdent.json",
        "title": "Antigravity CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/antigravity-cli-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-axlr.json",
        "title": "Auggie CLI vs AXLR",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-axlr"
      },
      {
        "json": "https://www.anchorterminal.com/compare/auggie-vs-verdent.json",
        "title": "Auggie CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/auggie-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-claude-code.json",
        "title": "AXLR vs Claude Code",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-claude-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-cline.json",
        "title": "AXLR vs Cline",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-cline"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-conductor.json",
        "title": "AXLR vs Conductor",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-conductor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-crush.json",
        "title": "AXLR vs Crush",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-crush"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-cursor-cli.json",
        "title": "AXLR vs Cursor CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-cursor-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-deepseek-harness.json",
        "title": "AXLR vs DeepSeek Harness (dsh)",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-deepseek-harness"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-deepseek-superagent.json",
        "title": "AXLR vs dsh-superagent (DeepSeek)",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-deepseek-superagent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-devin.json",
        "title": "AXLR vs Devin",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-devin"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-droid-cli.json",
        "title": "AXLR vs Droid CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-droid-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-earendil-pi.json",
        "title": "AXLR vs Pi",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-earendil-pi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-emdash.json",
        "title": "AXLR vs Emdash",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-emdash"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-gemini-cli.json",
        "title": "AXLR vs Gemini CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-gemini-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-github-copilot-cli.json",
        "title": "AXLR vs GitHub Copilot CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-github-copilot-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-goose.json",
        "title": "AXLR vs goose",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-goose"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-harness2.json",
        "title": "AXLR vs Harness²",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-harness2"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-harnessrouter.json",
        "title": "AXLR vs HarnessRouter",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-harnessrouter"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-jules.json",
        "title": "AXLR vs Jules",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-jules"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-junie.json",
        "title": "AXLR vs Junie CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-junie"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-kilo-code-cli.json",
        "title": "AXLR vs Kilo Code CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-kilo-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-kimi-code-cli.json",
        "title": "AXLR vs Kimi Code CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-kimi-code-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-kiro-cli.json",
        "title": "AXLR vs Kiro CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-kiro-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-letta.json",
        "title": "AXLR vs Letta",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-letta"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-mini-swe-agent.json",
        "title": "AXLR vs mini-swe-agent",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-mini-swe-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-minimax-code.json",
        "title": "AXLR vs MiniMax Code",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-minimax-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-mistral-vibe-cli.json",
        "title": "AXLR vs Mistral Vibe CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-mistral-vibe-cli"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-muse-code.json",
        "title": "AXLR vs Muse Code",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-muse-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-openai-agents-api.json",
        "title": "AXLR vs OpenAI Agents API",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-openai-agents-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-openai-codex.json",
        "title": "AXLR vs OpenAI Codex",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-openai-codex"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-opencode.json",
        "title": "AXLR vs OpenCode",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-opencode"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-openhands.json",
        "title": "AXLR vs OpenHands",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-openhands"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-openmausbot.json",
        "title": "AXLR vs OpenMausBot",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-openmausbot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-orca.json",
        "title": "AXLR vs Orca",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-orca"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-paseo.json",
        "title": "AXLR vs Paseo",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-paseo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-prime-agent.json",
        "title": "AXLR vs Prime Agent",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-prime-agent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-qoder-cli.json",
        "title": "AXLR vs Qoder CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-qoder-cli"
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      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-qwen-code.json",
        "title": "AXLR vs Qwen Code",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-qwen-code"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-reflection-mirror.json",
        "title": "AXLR vs Mirror CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-reflection-mirror"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-rovo-dev-cli.json",
        "title": "AXLR vs Rovo Dev CLI",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-rovo-dev-cli"
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      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-sculptor.json",
        "title": "AXLR vs Sculptor",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-sculptor"
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      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-t3-code.json",
        "title": "AXLR vs T3 Code",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-t3-code"
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      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-traycer.json",
        "title": "AXLR vs Traycer",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-traycer"
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      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-unstoppable.json",
        "title": "AXLR vs Unstoppable",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-unstoppable"
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      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-vibe-trading.json",
        "title": "AXLR vs Vibe-Trading",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-vibe-trading"
      },
      {
        "json": "https://www.anchorterminal.com/compare/axlr-vs-warp.json",
        "title": "AXLR vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-warp"
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      {
        "json": "https://www.anchorterminal.com/compare/claude-code-vs-verdent.json",
        "title": "Claude Code vs Verdent",
        "url": "https://www.anchorterminal.com/compare/claude-code-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/cline-vs-verdent.json",
        "title": "Cline vs Verdent",
        "url": "https://www.anchorterminal.com/compare/cline-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/conductor-vs-verdent.json",
        "title": "Conductor vs Verdent",
        "url": "https://www.anchorterminal.com/compare/conductor-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/crush-vs-verdent.json",
        "title": "Crush vs Verdent",
        "url": "https://www.anchorterminal.com/compare/crush-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/cursor-cli-vs-verdent.json",
        "title": "Cursor CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/cursor-cli-vs-verdent"
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        "json": "https://www.anchorterminal.com/compare/deepseek-harness-vs-verdent.json",
        "title": "DeepSeek Harness (dsh) vs Verdent",
        "url": "https://www.anchorterminal.com/compare/deepseek-harness-vs-verdent"
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        "json": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-verdent.json",
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        "url": "https://www.anchorterminal.com/compare/deepseek-superagent-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/devin-vs-verdent.json",
        "title": "Devin vs Verdent",
        "url": "https://www.anchorterminal.com/compare/devin-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/droid-cli-vs-verdent.json",
        "title": "Droid CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/droid-cli-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/earendil-pi-vs-verdent.json",
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      {
        "json": "https://www.anchorterminal.com/compare/emdash-vs-verdent.json",
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        "url": "https://www.anchorterminal.com/compare/emdash-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/gemini-cli-vs-verdent.json",
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        "url": "https://www.anchorterminal.com/compare/gemini-cli-vs-verdent"
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      {
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        "title": "goose vs Verdent",
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      {
        "json": "https://www.anchorterminal.com/compare/jules-vs-verdent.json",
        "title": "Jules vs Verdent",
        "url": "https://www.anchorterminal.com/compare/jules-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/junie-vs-verdent.json",
        "title": "Junie CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/junie-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-verdent.json",
        "title": "Kilo Code CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/kilo-code-cli-vs-verdent"
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        "json": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-verdent.json",
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        "url": "https://www.anchorterminal.com/compare/kimi-code-cli-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/kiro-cli-vs-verdent.json",
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        "url": "https://www.anchorterminal.com/compare/kiro-cli-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/letta-vs-verdent.json",
        "title": "Letta vs Verdent",
        "url": "https://www.anchorterminal.com/compare/letta-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-verdent.json",
        "title": "mini-swe-agent vs Verdent",
        "url": "https://www.anchorterminal.com/compare/mini-swe-agent-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-code-vs-verdent.json",
        "title": "MiniMax Code vs Verdent",
        "url": "https://www.anchorterminal.com/compare/minimax-code-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-verdent.json",
        "title": "Mistral Vibe CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/muse-code-vs-verdent.json",
        "title": "Muse Code vs Verdent",
        "url": "https://www.anchorterminal.com/compare/muse-code-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/openai-agents-api-vs-verdent.json",
        "title": "OpenAI Agents API vs Verdent",
        "url": "https://www.anchorterminal.com/compare/openai-agents-api-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/openai-codex-vs-verdent.json",
        "title": "OpenAI Codex vs Verdent",
        "url": "https://www.anchorterminal.com/compare/openai-codex-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/opencode-vs-verdent.json",
        "title": "OpenCode vs Verdent",
        "url": "https://www.anchorterminal.com/compare/opencode-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/openhands-vs-verdent.json",
        "title": "OpenHands vs Verdent",
        "url": "https://www.anchorterminal.com/compare/openhands-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/orca-vs-verdent.json",
        "title": "Orca vs Verdent",
        "url": "https://www.anchorterminal.com/compare/orca-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/paseo-vs-verdent.json",
        "title": "Paseo vs Verdent",
        "url": "https://www.anchorterminal.com/compare/paseo-vs-verdent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/prime-agent-vs-verdent.json",
        "title": "Prime Agent vs Verdent",
        "url": "https://www.anchorterminal.com/compare/prime-agent-vs-verdent"
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        "json": "https://www.anchorterminal.com/compare/qoder-cli-vs-verdent.json",
        "title": "Qoder CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/qoder-cli-vs-verdent"
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        "json": "https://www.anchorterminal.com/compare/qwen-code-vs-verdent.json",
        "title": "Qwen Code vs Verdent",
        "url": "https://www.anchorterminal.com/compare/qwen-code-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/reflection-mirror-vs-verdent.json",
        "title": "Mirror CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/reflection-mirror-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-verdent.json",
        "title": "Rovo Dev CLI vs Verdent",
        "url": "https://www.anchorterminal.com/compare/rovo-dev-cli-vs-verdent"
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      {
        "json": "https://www.anchorterminal.com/compare/sculptor-vs-verdent.json",
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        "json": "https://www.anchorterminal.com/compare/t3-code-vs-verdent.json",
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        "json": "https://www.anchorterminal.com/compare/verdent-vs-vibe-trading.json",
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      {
        "json": "https://www.anchorterminal.com/compare/verdent-vs-warp.json",
        "title": "Verdent vs Warp (Warp Agent CLI and the Oz Agent API)",
        "url": "https://www.anchorterminal.com/compare/verdent-vs-warp"
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        "json": "https://www.anchorterminal.com/compare/axlr-vs-clawboo.json",
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        "json": "https://www.anchorterminal.com/compare/axlr-vs-cli-manager.json",
        "title": "AXLR vs CLI Manager",
        "url": "https://www.anchorterminal.com/compare/axlr-vs-cli-manager"
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        "json": "https://www.anchorterminal.com/compare/axlr-vs-harness-autonomous.json",
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        "url": "https://www.anchorterminal.com/compare/axlr-vs-harness-autonomous"
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        "json": "https://www.anchorterminal.com/compare/axlr-vs-paperclip.json",
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        "json": "https://www.anchorterminal.com/compare/axlr-vs-parallax-agents.json",
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        "url": "https://www.anchorterminal.com/compare/axlr-vs-parallax-agents"
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        "json": "https://www.anchorterminal.com/compare/openmausbot-vs-verdent.json",
        "title": "OpenMausBot vs Verdent",
        "url": "https://www.anchorterminal.com/compare/openmausbot-vs-verdent"
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        "json": "https://www.anchorterminal.com/compare/paperclip-vs-verdent.json",
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    "panel": null,
    "scores": [
      {
        "axlr": 70,
        "by": 27,
        "edge": "axlr",
        "key": "reliability",
        "name": "Reliability",
        "verdent": 43,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "axlr": 80,
        "by": 25,
        "edge": "axlr",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "verdent": 55,
        "weight": 13
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      {
        "axlr": 83,
        "by": 48,
        "edge": "axlr",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "verdent": 35,
        "weight": 13
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      {
        "axlr": 62,
        "by": 29,
        "edge": "axlr",
        "key": "security",
        "name": "Security \u0026 auth",
        "verdent": 33,
        "weight": 14
      },
      {
        "axlr": 60,
        "by": 40,
        "edge": "axlr",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "verdent": 20,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "axlr": 79,
        "by": 18,
        "edge": "axlr",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "verdent": 61,
        "weight": 7
      },
      {
        "axlr": 55,
        "by": 0,
        "edge": "",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "verdent": 55,
        "weight": 7
      }
    ],
    "summary": "AXLR scores 70.6 (BB) on agent readiness against Verdent's 39.7 (E), and leads in 6 of 7 scored categories. Both do agent harnesses.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "axlr": "A pre-1.0 Go harness with an unusually complete service contract, mutual TLS with principal roles, required idempotency keys, a policy, budget and sandbox per execution, and a result object a program can read. The console's defaults after setup are autonomy on and no sandbox, the project has one maintainer and no outside users yet, and releases carry no notes.",
      "verdent": "A desktop and editor coding agent that splits a goal into parallel workers in git worktrees, with a read-only Plan Mode, MCP servers and the option to run workers on Claude Code or Codex. It has no CLI, API or sandbox, sends context through Verdent's servers, and has had no free tier since 29 October 2026."
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  "markdown": "AXLR scores 70.6 (BB) on agent readiness against Verdent's 39.7 (E), and leads in 6 of 7 scored categories. Both do agent harnesses.\n\n- AXLR: grade BB, 70.6/100, rank #197 of 1486. Markdown https://www.anchorterminal.com/tools/axlr.md · JSON https://www.anchorterminal.com/api/v1/tools/axlr.json\n- Verdent: grade E, 39.7/100, rank #1317 of 1486. Markdown https://www.anchorterminal.com/tools/verdent.md · JSON https://www.anchorterminal.com/api/v1/tools/verdent.json\n- Best agent harnesses and coding agents: https://www.anchorterminal.com/best/agent-harnesses/index.md\n- All 1500 harnesses comparisons: https://www.anchorterminal.com/compare/agent-harnesses/index.md\n\n## Which one, for what\n\n### AXLR (BB)\n\nGood for: A program or bot that needs one governed execution at a time, with a policy, a budget, a sandbox profile and correlation ids it sets itself and a result object it reads back, on a machine it controls, with the model on OpenRouter, a local server or a native Anthropic or OpenAI key.\n\nAhead on:\n- Reliability, 70 against 43\n- Schema \u0026 documentation, 80 against 55\n- Agent ergonomics, 83 against 35\n- Security \u0026 auth, 62 against 33\n- Payments \u0026 pricing, 60 against 20\n- Maintenance \u0026 community, 79 against 61\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- Free to start without a card\n- Open source\n\nWatch for: The setup assistant turns autonomy on and leaves the exec sandbox off, so after setup the model's commands run with the person's rights, bar the destructive list\n\n### Verdent (E)\n\nGood for: A person who wants a desktop app to plan and run several coding tasks at once, possibly on their own Claude Code or Codex.\n\nWatch for: No CLI, print mode, API or SDK, so a pipeline can't start or read a run except through a paired chat bot\n\n\n## Why the edge\n\n### Agent ergonomics: AXLR +48\n\n- AXLR (83): Harness reading of the framework line, scored on what a program driving it has to supply. Six local tools plus the host's bookkeeping tools; work modes and an execution policy hide the tools a run may not use, `axlr_catalog` searches the catalog instead of loading it, forged tools keep the request prefix for the prompt cache, and a context cap of 75,000 prompt tokens opens a successor session (20). `local_read`, `local_search` and `local_list` page with `offset`, `next_offset` and `max_bytes`; `StreamEvents` takes `after`, `max_events` (1 to 256) and `wait_ms`; a budget per execution in seconds, requests, tool calls and dollars; 32 tool calls a turn and `max_session_usd` (20). The `--exec` run ends in one `result` line with a status, the pending call, every call's outcome and the usage, and exits 0, 3 or 1; service errors carry codes an agent can act on; a budget stop says which limit (`budget: requests 20 reached`) and leaves the session resumable (16). `Idempotency-Key` on every turn, approval and direct call with cross-transport replay, `expected_revision` on decisions, `expected_sha256` on worker writes, and an interrupted effectful call left `uncertain` for an operator rather than retried (19). One command runs a task, but the first launch needs an OpenRouter key or a local server, the service needs a CA, a principals file and remote KMP and MADE before a first session, and the only SDK is the Go library (8). 20+20+16+19+8 = 83.\n- Verdent (35): Harness reading. MCP servers per project or globally, subagents, skills and rules, but no per-tool disabling or deferred loading found (10). No output-size, turn-limit or budget controls for a run were found beyond credit balances (5). No exit codes or error format, since there is no headless mode (3). Parallel workers in git worktrees and a review column make runs reviewable and reversible, with no resume by ID documented (10). No CLI, API or SDK. A pipeline can only reach Manager through a paired Telegram, Slack or Feishu bot (7). 10+5+3+10+7 = 35.\n\n### Payments \u0026 pricing: AXLR +40\n\n- AXLR (60): No payment protocol (0). Free and Apache-2.0 with nothing to buy, so 20, 20 and 20 on the last three lines by the self-hosted rule, since the docs say what you pay your model provider, the free route needs no card, and it runs local models with no signup at all, the JSON worker without any model. 0+20+20+20 = 60.\n- Verdent (20): Harness reading of the published rubric, scored on the Verdent subscription the agent needs. No payment protocol (0). Plan prices from $5 a month, top-up prices and the credit value of about $0.059 are public without a login (20). Free Mode and the free trial ended on 29 October 2026, so there is no free tier (0). A person signs up in a browser (0). 0+20+0+0 = 20.\n\n### Security \u0026 auth: AXLR +29\n\n- AXLR (62): Harness reading of the framework checklist, as for the other four harnesses. 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. No product telemetry in the console source (the outbound hosts are openrouter.ai, api.anthropic.com, api.openai.com, a configured local server, api.github.com and github.com for engine downloads, and registry.underpassai.com for the signed catalog index) or in the docs; payload capture is off by default since 9 October 2026, traces omit prompts and credentials, model keys are never given to commands or plugins, and Jev sends requests and answers to TypeSafe only when on, which the setup assistant does when `TYPESAFE_API_KEY` is set, with a notice on stderr (27). Approval cards, a destructive list that always asks, four work modes, a policy level per execution, a bubblewrap or container sandbox with an enforced egress allow list, and a service that approves nothing but reads. Against that, the setup assistant writes `autonomous: true`, `exec_sandbox` is off by default, forged tools run with the person's rights, and the README says the console and worker are not sandboxes (13). Forged tools are refused when a file changes since the forge, a policy forbids calls outside the model, and the docs say MCP tools keep their own side effects, but no prompt-injection guidance was found and MCP results reach the model unmarked (6). The service keeps an event journal, audit records, a receipt with the SHA-256 of every call's arguments and outcome, and correlation ids on every event; the console keeps session records, a redacted app log and `/session` (14). No SECURITY.md, no security.txt on either host, no advisories, no bug bounty; release checksums and a minisign-signed catalog are integrity, not a programme (2). 27+13+6+14+2 = 62.\n- Verdent (33): Framework reading (telemetry defaults, approvals, guardrails, sandboxing). Conversation history and tool results go to Verdent's US servers and on to Azure, Bedrock or Vertex, with zero data retention stated for Vertex and Bedrock only. Event logging to log.verdent.ai has no documented opt-out. BYOA keys stay on the machine (10). Plan Mode is read-only, Agent Mode asks before destructive commands and edits outside scope, and workers are isolated by git worktree, but there is no sandbox or network control and the approval list isn't enumerated (9). No prompt-injection guidance found, while web search and fetch results enter the context (2). Usage history in the dashboard, no audit log found (5). A security page with a disclosure address and a five-day acknowledgement, SOC 2 and ISO/IEC 42001 being pursued rather than held, no security.txt and no bug bounty (7). 10+9+2+5+7 = 33.\n\n### Reliability: AXLR +27\n\n- AXLR (70): Read as a local package, as claude-code, goose, opencode and openhands were. Release archives for Linux, macOS and Windows on amd64 and arm64 with a `.sha256` beside each, a GHCR image, an OCI Helm chart and source builds with Go 1.26, all stated in the docs; no Homebrew, npm or apt route (20). CI on main runs vet, race tests and a coverage gate above 80 per cent for both modules, with the sandbox tests required under bubblewrap, and the last ten runs on main to 1 November 2026 all passed; the release workflow tests on six native runners (25). 10 open issues, all opened by the founder on 19 and 21 October 2026 as trackers for service work (work modes, plugins, the sandbox setting, cost limits), none from an outside user and none a crash report, 0 open pull requests and about 100 merged; with 0 stars there is nobody else to report, so the handling of outside reports is untested (20). Tags are semver 0.x and the docs date each behaviour change inline (\"until 14 October 2026…\"), but the 21 releases have empty notes, there is no CHANGELOG.md, and the product contract records one retirement (the seven 1.0 skill definitions on 5 October 2026) without a notice period (5). Pre-1.0, which the README calls an evolving project (0). 20+25+20+5+0 = 70.\n- Verdent (43): Local-package reading, as for the other closed-source harnesses. The desktop app installs from verdent.ai with macOS 11 or later and 64-bit Windows 10 and 11 stated, and the extension from the editor marketplaces, but not from a package registry (15). No public CI or test suite, since the source isn't published (0). No public issue tracker, every task runs through Verdent's servers, and no status page was found, so there is no readable record (5). A dated changelog by version, with the end of Free Mode called out in v2.18.0, but no breaking-change sections (8). 2.18.0, generally available (15). 15+0+5+8+15 = 43.\n\n### Schema \u0026 documentation: AXLR +25\n\n- AXLR (80): An OpenAPI 3.1 file for the service (15 paths, 23 schemas, `mutualTLS` security scheme, `additionalProperties: false` on request bodies), a checked proto for the gRPC service, and the 19 MCP tools built from the same shared schemas (25). No llms.txt on either site (404), and the docs site renders HTML; the Markdown sources are in the repository (5). The product contract tables what each of the four interfaces can and cannot do, the work-mode table states each mode's purpose and tool policy, the transport parity ledger names every verb's arguments and behaviour, and `axlr_tools` tells the model to look for a tool before forging one (15). Typed inputs throughout, `Idempotency-Key` 16 to 128 safe ASCII characters, `expected_revision` a positive integer, policy levels, sandbox profiles and egress values enumerated, budgets as four integers, and the service rejects unknown fields, invalid types and bodies over 4 MiB (14). Examples in every guide, an error shape of `code`, `message` and `request_id`, named codes (`409 idempotency_conflict`, `400 invalid_cursor`, `422 invalid_policy`, `invalid_budget`, `sandbox_unavailable`, `not_ready`, `invalid_id`), a gRPC status mapping, and the worker's five statuses and three exit codes; no single error reference page (14). `/v1` routes and an OpenAPI version of 0.1.0 against a 0.15.0 release, and no changelog beyond the dated notes inside the docs (7). 25+5+15+14+14+7 = 80.\n- Verdent (55): Framework reading for a harness. No schema for settings or output, only mcp.json examples in the standard mcpServers shape (5). Every current docs page has a Markdown twin at the same path with .md, though no llms.txt (10). The docs say when to use Agent Mode or Plan Mode and what Plan Mode can't do, but the Agent Mode page lists the actions that need approval only as \"certain tool executions\" and \"destructive operations\" (12). Modes and BYOA agent types are enumerated, permissions are not (5). Examples on the MCP, BYOA and messaging pages, and a recovery page, with no error codes (8). Version numbers and a dated public changelog (15). The archived 1.0 docs are still served beside the current ones. 5+10+12+5+8+15 = 55.\n\n### Maintenance \u0026 community: AXLR +18\n\n- AXLR (79): v0.15.0 on 2026-10-25, with commits on main to 2026-11-01 (30). 21 releases between 4 and 25 October 2026 (20). One maintainer (368 of 399 commits, the rest by two agent accounts), 10 open issues that are his own trackers with no comments, about 100 merged pull requests and no outside report to measure a reply against (15). Not in the MCP registry; the Go module and a proto to generate clients from are the only client code, beside the GHCR image and Helm chart (5). Go 1.26 toolchain pinned, release actions pinned by commit SHA, a go-licenses check that the third-party bundle matches the dependency graph, and CI passing on main (9). 30+20+15+5+9 = 79.\n- Verdent (61): Closed service. v2.18.0 on 29 October 2026, eight days before this check (30). More than three dated releases in the 90 days from 8 August, among them 2.10.0 to 2.18.0 (20). A dated public changelog, a support address, Discord and a subreddit, with no public tracker to read reply times (8). No official SDK or MCP server to keep current (0). No public packages or CI to judge (3). 30+20+8+0+3 = 61.\n\n## Score by category\n\n| Category | Weight | AXLR | Verdent | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 70 | 43 | AXLR +27 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 80 | 55 | AXLR +25 |\n| Agent ergonomics | 13% (16.2 this run) | 83 | 35 | AXLR +48 |\n| Security \u0026 auth | 14% (17.5 this run) | 62 | 33 | AXLR +29 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 20 | AXLR +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 79 | 61 | AXLR +18 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 55 | 55 | even |\n| Negative events | ≤15 | 0 | -2 | |\n| **Total** | | **70.6 · BB** | **39.7 · E** | |\n\n## Facts side by side\n\n| Fact | AXLR | Verdent |\n| --- | --- | --- |\n| Kind | Agent harness | Agent harness |\n| Vendor | Underpass AI | Verdent AI, Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Free | Paid |\n| x402 | no | no |\n| Licence | Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder | Proprietary. The terms of use from Verdent AI, Inc. forbid reverse engineering or copying any component, and no source is published |\n| Read-only variant documented | no | yes |\n| llms.txt | no | no |\n| Last release | 2026-10-25 | 2026-10-29 |\n| Terms last updated | no document linked | 2026-05-25 |\n| Privacy policy last updated | no document linked | 2026-05-26 |\n| Customer content may train models | not read yet | yes |\n| Terms restrict automated access | not read yet | yes |\n| Terms restrict benchmarking | not read yet | not found in the text |\n| Terms or service can change without notice | not read yet | yes |\n| Arbitration or class-action waiver | not read yet | not found in the text |\n| Popularity | 0 stars | none |\n\n## Verdicts\n\n**AXLR.** A pre-1.0 Go harness with an unusually complete service contract, mutual TLS with principal roles, required idempotency keys, a policy, budget and sandbox per execution, and a result object a program can read. The console's defaults after setup are autonomy on and no sandbox, the project has one maintainer and no outside users yet, and releases carry no notes.\n\n**Verdent.** A desktop and editor coding agent that splits a goal into parallel workers in git worktrees, with a read-only Plan Mode, MCP servers and the option to run workers on Claude Code or Codex. It has no CLI, API or sandbox, sends context through Verdent's servers, and has had no free tier since 29 October 2026.\n\n## Before you call either\n\n### AXLR\n\n1. Before the first prompt, set `approvals.autonomous` to false or run with `--approve none`, and turn `exec_sandbox.mode` to `auto` or `required` on Linux; after setup both default the other way\n2. Drive a run with `axlr-tui --exec --json --policy \u003cfile\u003e --budget \u003cfile\u003e --sandbox \u003cfile\u003e` and read only the last `result` line; exit 3 means a call waits for `--decide approve|deny` with `--session \u003cid\u003e`\n3. On the service, send `Idempotency-Key` (16 to 128 safe ASCII characters) on every turn, approval and direct call, and pass the session's `expected_revision`; a reused key with a different body answers 409\n4. A local model must return native tool calls (llama.cpp with `--jinja`, vLLM with `--enable-auto-tool-choice`); set `context_tokens` on the entry and `OLLAMA_CONTEXT_LENGTH` for Ollama\n5. Leave `TYPESAFE_API_KEY` unset unless you want the setup assistant to switch Jev on, which sends requests and final answers to TypeSafe\n\n### Verdent\n\n1. Don't plan to drive Verdent headless. Hand the task to the person using the desktop app, or use a harness with a print mode\n2. Start large changes in Plan Mode and review plan.md before switching to Agent Mode\n3. Add MCP servers in the project's .mcp.json or ~/.verdent/mcp.json in the mcpServers shape\n4. Keep work under git, since rollback relies on git and there is no sandbox\n5. Budget in credits at about $0.059 each, because there is no free allowance since 29 October 2026\n\n## Questions\n\n### Which is better for AI agents, AXLR or Verdent?\n\nAXLR scores 70.6 (BB) on agent readiness against Verdent's 39.7 (E), and leads in 6 of 7 scored categories.\n\n### Are AXLR and Verdent open source?\n\nAXLR is open source (Apache-2.0, with a NOTICE naming Tirso García Ibáñez as the copyright holder). No open-source release is listed for Verdent.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/axlr-vs-verdent.json, and with the fewest tokens: https://www.anchorterminal.com/compare/axlr-vs-verdent.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"axlr\", \"b\": \"verdent\"}`. From a terminal: `anchor compare axlr verdent`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/axlr.json and https://www.anchorterminal.com/api/v1/tools/verdent.json\n\n## Other comparisons with AXLR or Verdent\n\n- [Agent Zero vs AXLR](https://www.anchorterminal.com/compare/agent-zero-vs-axlr.md)\n- [Agent Zero vs Verdent](https://www.anchorterminal.com/compare/agent-zero-vs-verdent.md)\n- [Aider vs AXLR](https://www.anchorterminal.com/compare/aider-vs-axlr.md)\n- [Aider vs Verdent](https://www.anchorterminal.com/compare/aider-vs-verdent.md)\n- [Amp vs AXLR](https://www.anchorterminal.com/compare/amp-vs-axlr.md)\n- [Amp vs Verdent](https://www.anchorterminal.com/compare/amp-vs-verdent.md)\n- [Antigravity CLI vs AXLR](https://www.anchorterminal.com/compare/antigravity-cli-vs-axlr.md)\n- [Antigravity CLI vs Verdent](https://www.anchorterminal.com/compare/antigravity-cli-vs-verdent.md)\n- [Auggie CLI vs AXLR](https://www.anchorterminal.com/compare/auggie-vs-axlr.md)\n- [Auggie CLI vs Verdent](https://www.anchorterminal.com/compare/auggie-vs-verdent.md)\n- [AXLR vs Claude Code](https://www.anchorterminal.com/compare/axlr-vs-claude-code.md)\n- [AXLR vs Cline](https://www.anchorterminal.com/compare/axlr-vs-cline.md)\n- [AXLR vs Conductor](https://www.anchorterminal.com/compare/axlr-vs-conductor.md)\n- [AXLR vs Crush](https://www.anchorterminal.com/compare/axlr-vs-crush.md)\n- [AXLR vs Cursor CLI](https://www.anchorterminal.com/compare/axlr-vs-cursor-cli.md)\n- [AXLR vs DeepSeek Harness (dsh)](https://www.anchorterminal.com/compare/axlr-vs-deepseek-harness.md)\n- [AXLR vs dsh-superagent (DeepSeek)](https://www.anchorterminal.com/compare/axlr-vs-deepseek-superagent.md)\n- [AXLR vs Devin](https://www.anchorterminal.com/compare/axlr-vs-devin.md)\n- [AXLR vs Droid CLI](https://www.anchorterminal.com/compare/axlr-vs-droid-cli.md)\n- [AXLR vs Pi](https://www.anchorterminal.com/compare/axlr-vs-earendil-pi.md)\n- [AXLR vs Emdash](https://www.anchorterminal.com/compare/axlr-vs-emdash.md)\n- [AXLR vs Gemini CLI](https://www.anchorterminal.com/compare/axlr-vs-gemini-cli.md)\n- [AXLR vs GitHub Copilot CLI](https://www.anchorterminal.com/compare/axlr-vs-github-copilot-cli.md)\n- [AXLR vs goose](https://www.anchorterminal.com/compare/axlr-vs-goose.md)\n- [AXLR vs Harness²](https://www.anchorterminal.com/compare/axlr-vs-harness2.md)\n- [AXLR vs HarnessRouter](https://www.anchorterminal.com/compare/axlr-vs-harnessrouter.md)\n- [AXLR vs Jules](https://www.anchorterminal.com/compare/axlr-vs-jules.md)\n- [AXLR vs Junie CLI](https://www.anchorterminal.com/compare/axlr-vs-junie.md)\n- [AXLR vs Kilo Code CLI](https://www.anchorterminal.com/compare/axlr-vs-kilo-code-cli.md)\n- [AXLR vs Kimi Code CLI](https://www.anchorterminal.com/compare/axlr-vs-kimi-code-cli.md)\n- [AXLR vs Kiro CLI](https://www.anchorterminal.com/compare/axlr-vs-kiro-cli.md)\n- [AXLR vs Letta](https://www.anchorterminal.com/compare/axlr-vs-letta.md)\n- [AXLR vs mini-swe-agent](https://www.anchorterminal.com/compare/axlr-vs-mini-swe-agent.md)\n- [AXLR vs MiniMax Code](https://www.anchorterminal.com/compare/axlr-vs-minimax-code.md)\n- [AXLR vs Mistral Vibe CLI](https://www.anchorterminal.com/compare/axlr-vs-mistral-vibe-cli.md)\n- [AXLR vs Muse Code](https://www.anchorterminal.com/compare/axlr-vs-muse-code.md)\n- [AXLR vs OpenAI Agents API](https://www.anchorterminal.com/compare/axlr-vs-openai-agents-api.md)\n- [AXLR vs OpenAI Codex](https://www.anchorterminal.com/compare/axlr-vs-openai-codex.md)\n- [AXLR vs OpenCode](https://www.anchorterminal.com/compare/axlr-vs-opencode.md)\n- [AXLR vs OpenHands](https://www.anchorterminal.com/compare/axlr-vs-openhands.md)\n- [AXLR vs OpenMausBot](https://www.anchorterminal.com/compare/axlr-vs-openmausbot.md)\n- [AXLR vs Orca](https://www.anchorterminal.com/compare/axlr-vs-orca.md)\n- [AXLR vs Paseo](https://www.anchorterminal.com/compare/axlr-vs-paseo.md)\n- [AXLR vs Prime Agent](https://www.anchorterminal.com/compare/axlr-vs-prime-agent.md)\n- [AXLR vs Qoder CLI](https://www.anchorterminal.com/compare/axlr-vs-qoder-cli.md)\n- [AXLR vs Qwen Code](https://www.anchorterminal.com/compare/axlr-vs-qwen-code.md)\n- [AXLR vs Mirror CLI](https://www.anchorterminal.com/compare/axlr-vs-reflection-mirror.md)\n- [AXLR vs Rovo Dev CLI](https://www.anchorterminal.com/compare/axlr-vs-rovo-dev-cli.md)\n- [AXLR vs Sculptor](https://www.anchorterminal.com/compare/axlr-vs-sculptor.md)\n- [AXLR vs T3 Code](https://www.anchorterminal.com/compare/axlr-vs-t3-code.md)\n- [AXLR vs Traycer](https://www.anchorterminal.com/compare/axlr-vs-traycer.md)\n- [AXLR vs Unstoppable](https://www.anchorterminal.com/compare/axlr-vs-unstoppable.md)\n- [AXLR vs Vibe-Trading](https://www.anchorterminal.com/compare/axlr-vs-vibe-trading.md)\n- [AXLR vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/axlr-vs-warp.md)\n- [Claude Code vs Verdent](https://www.anchorterminal.com/compare/claude-code-vs-verdent.md)\n- [Cline vs Verdent](https://www.anchorterminal.com/compare/cline-vs-verdent.md)\n- [Conductor vs Verdent](https://www.anchorterminal.com/compare/conductor-vs-verdent.md)\n- [Crush vs Verdent](https://www.anchorterminal.com/compare/crush-vs-verdent.md)\n- [Cursor CLI vs Verdent](https://www.anchorterminal.com/compare/cursor-cli-vs-verdent.md)\n- [DeepSeek Harness (dsh) vs Verdent](https://www.anchorterminal.com/compare/deepseek-harness-vs-verdent.md)\n- [dsh-superagent (DeepSeek) vs Verdent](https://www.anchorterminal.com/compare/deepseek-superagent-vs-verdent.md)\n- [Devin vs Verdent](https://www.anchorterminal.com/compare/devin-vs-verdent.md)\n- [Droid CLI vs Verdent](https://www.anchorterminal.com/compare/droid-cli-vs-verdent.md)\n- [Pi vs Verdent](https://www.anchorterminal.com/compare/earendil-pi-vs-verdent.md)\n- [Emdash vs Verdent](https://www.anchorterminal.com/compare/emdash-vs-verdent.md)\n- [Gemini CLI vs Verdent](https://www.anchorterminal.com/compare/gemini-cli-vs-verdent.md)\n- [GitHub Copilot CLI vs Verdent](https://www.anchorterminal.com/compare/github-copilot-cli-vs-verdent.md)\n- [goose vs Verdent](https://www.anchorterminal.com/compare/goose-vs-verdent.md)\n- [Harness² vs Verdent](https://www.anchorterminal.com/compare/harness2-vs-verdent.md)\n- [HarnessRouter vs Verdent](https://www.anchorterminal.com/compare/harnessrouter-vs-verdent.md)\n- [Jules vs Verdent](https://www.anchorterminal.com/compare/jules-vs-verdent.md)\n- [Junie CLI vs Verdent](https://www.anchorterminal.com/compare/junie-vs-verdent.md)\n- [Kilo Code CLI vs Verdent](https://www.anchorterminal.com/compare/kilo-code-cli-vs-verdent.md)\n- [Kimi Code CLI vs Verdent](https://www.anchorterminal.com/compare/kimi-code-cli-vs-verdent.md)\n- [Kiro CLI vs Verdent](https://www.anchorterminal.com/compare/kiro-cli-vs-verdent.md)\n- [Letta vs Verdent](https://www.anchorterminal.com/compare/letta-vs-verdent.md)\n- [mini-swe-agent vs Verdent](https://www.anchorterminal.com/compare/mini-swe-agent-vs-verdent.md)\n- [MiniMax Code vs Verdent](https://www.anchorterminal.com/compare/minimax-code-vs-verdent.md)\n- [Mistral Vibe CLI vs Verdent](https://www.anchorterminal.com/compare/mistral-vibe-cli-vs-verdent.md)\n- [Muse Code vs Verdent](https://www.anchorterminal.com/compare/muse-code-vs-verdent.md)\n- [OpenAI Agents API vs Verdent](https://www.anchorterminal.com/compare/openai-agents-api-vs-verdent.md)\n- [OpenAI Codex vs Verdent](https://www.anchorterminal.com/compare/openai-codex-vs-verdent.md)\n- [OpenCode vs Verdent](https://www.anchorterminal.com/compare/opencode-vs-verdent.md)\n- [OpenHands vs Verdent](https://www.anchorterminal.com/compare/openhands-vs-verdent.md)\n- [Orca vs Verdent](https://www.anchorterminal.com/compare/orca-vs-verdent.md)\n- [Paseo vs Verdent](https://www.anchorterminal.com/compare/paseo-vs-verdent.md)\n- [Prime Agent vs Verdent](https://www.anchorterminal.com/compare/prime-agent-vs-verdent.md)\n- [Qoder CLI vs Verdent](https://www.anchorterminal.com/compare/qoder-cli-vs-verdent.md)\n- [Qwen Code vs Verdent](https://www.anchorterminal.com/compare/qwen-code-vs-verdent.md)\n- [Mirror CLI vs Verdent](https://www.anchorterminal.com/compare/reflection-mirror-vs-verdent.md)\n- [Rovo Dev CLI vs Verdent](https://www.anchorterminal.com/compare/rovo-dev-cli-vs-verdent.md)\n- [Sculptor vs Verdent](https://www.anchorterminal.com/compare/sculptor-vs-verdent.md)\n- [T3 Code vs Verdent](https://www.anchorterminal.com/compare/t3-code-vs-verdent.md)\n- [Traycer vs Verdent](https://www.anchorterminal.com/compare/traycer-vs-verdent.md)\n- [Verdent vs Vibe-Trading](https://www.anchorterminal.com/compare/verdent-vs-vibe-trading.md)\n- [Verdent vs Warp (Warp Agent CLI and the Oz Agent API)](https://www.anchorterminal.com/compare/verdent-vs-warp.md)\n- [AXLR vs Clawboo](https://www.anchorterminal.com/compare/axlr-vs-clawboo.md)\n- [AXLR vs CLI Manager](https://www.anchorterminal.com/compare/axlr-vs-cli-manager.md)\n- [AXLR vs Harness](https://www.anchorterminal.com/compare/axlr-vs-harness-autonomous.md)\n- [AXLR vs Paperclip](https://www.anchorterminal.com/compare/axlr-vs-paperclip.md)\n- [AXLR vs Parallax](https://www.anchorterminal.com/compare/axlr-vs-parallax-agents.md)\n- [Clawboo vs Verdent](https://www.anchorterminal.com/compare/clawboo-vs-verdent.md)\n- [CLI Manager vs Verdent](https://www.anchorterminal.com/compare/cli-manager-vs-verdent.md)\n- [Harness vs Verdent](https://www.anchorterminal.com/compare/harness-autonomous-vs-verdent.md)\n- [OpenMausBot vs Verdent](https://www.anchorterminal.com/compare/openmausbot-vs-verdent.md)\n- [Paperclip vs Verdent](https://www.anchorterminal.com/compare/paperclip-vs-verdent.md)\n- [Parallax vs Verdent](https://www.anchorterminal.com/compare/parallax-agents-vs-verdent.md)\n- [Unstoppable vs Verdent](https://www.anchorterminal.com/compare/unstoppable-vs-verdent.md)\n",
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