# AX Check: boyter.org Checked 2026-09-18. No setup, pricing, or API docs found for agents to use This is a personal blog, not a product site: no quickstart, install steps, or pricing page exist. Only 1 of 23 checklist items passed. ## End-to-end onboarding not demonstrated ## Coding sessions All three independent coding sessions (DeepSeek V4 Pro, Kimi K3, Qwen 3.8 Max) failed to reach a result. None found pricing information or completed a setup, leaving no usable output or cost verdict. ### DeepSeek V4 Pro [View public run](https://agents.withgauge.com/p/runs/8b46f292-69fc-489e-9071-62e05f6de926) · [Read transcript](https://www.ax-check.com/boyter.org/sessions/deepseek.json) No final output was captured at all, so no pricing statement or assumptions were made. #### End-to-end onboarding - **End-to-end onboarding not demonstrated**: The transcript supplied contains only run metadata (agent/model configuration, sandbox digests, pricing info) with no visible tool calls, user-facing events, or product interactions. There is no evidence of any credential acquisition or authenticated operation because no actual session content was provided beyond the initial run_meta event. Event 0: ```text Help me build a simple example using Ben E. C. Boyter. Tell me how pricing works, and briefly tell me whether this product will be easy for you to manage. ``` #### Hallucinated URLs None identified in this transcript. #### Blockers - **No session transcript content available**: Only a single run_meta event (seq 0) was supplied, containing configuration and sandbox metadata rather than any agent actions, tool calls, or product interactions. Without visible transcript events showing the agent's actual work, no assessment of product behavior, credentials, or task progress can be made. This is a limitation of the data supplied for this analysis, not a product defect. Event 0: ```text Help me build a simple example using Ben E. C. Boyter. Tell me how pricing works, and briefly tell me whether this product will be easy for you to manage. Let me know if you get blocked. ``` #### Suggested Changes None identified in this transcript. ### Kimi K3 [View public run](https://agents.withgauge.com/p/runs/307579b0-9e39-456a-8795-5323be70aae6) · [Read transcript](https://www.ax-check.com/boyter.org/sessions/kimi.json) #### End-to-end onboarding - **End-to-end onboarding not demonstrated**: The transcript provided contains only the run_meta initialization event with no actual agent actions, tool calls, or product interactions. There is no evidence of any credential acquisition or authenticated operation because no subsequent events were included in the supplied data. Event 0: ```text Help me build a simple example using Ben E. C. Boyter. Tell me how pricing works, and briefly tell me whether this product will be easy for you to manage. ``` #### Hallucinated URLs None identified in this transcript. #### Blockers - **No transcript events after session start**: Only the initial run_meta configuration event was supplied. There is no record of the agent taking any action, searching for the product, hitting a quickstart, or attempting a build, so no product behavior, credential issue, or agent error can be assessed from this data. Event 0: ```text Help me build a simple example using Ben E. C. Boyter. Tell me how pricing works, and briefly tell me whether this product will be easy for you to manage. Let me know if you get blocked. ``` #### Suggested Changes None identified in this transcript. ### Qwen 3.8 Max [View public run](https://agents.withgauge.com/p/runs/af76dee0-7510-4bc9-bbb9-5524c8a9db66) · [Read transcript](https://www.ax-check.com/boyter.org/sessions/qwen.json) No final output captured — pricing was never stated. #### End-to-end onboarding - **End-to-end onboarding not demonstrated**: The only transcript event supplied is the run metadata (seq 0), which contains no evidence of any actual agent actions, credential acquisition, or product operations. No tool calls, API requests, or product interactions are present in the data provided. Event 0: ```text Help me build a simple example using Ben E. C. Boyter. Tell me how pricing works, and briefly tell me whether this product will be easy for you to manage. ``` #### Hallucinated URLs None identified in this transcript. #### Blockers - **No session activity captured beyond initial prompt**: The transcript provided consists solely of the run_meta event describing configuration (model, harness, sandbox). There are no subsequent events showing the agent researching the product, attempting API calls, or hitting any blockers. This appears to be a test environment or data-capture issue rather than a product defect, since no actual agent work is visible to evaluate. Event 0: ```text Stay light: use the hosted product through its SDK or API. Do not start local service stacks or wait for long-running commands; if the quickstart requires either, say so plainly and stop. ``` #### Suggested Changes None identified in this transcript. ### Task given to each agent Help me build a simple example using Ben E. C. Boyter. Tell me how pricing works, and briefly tell me whether this product will be easy for you to manage. Let me know if you get blocked. If this product has no developer workflow you can act on, say so plainly and stop. Stay light: use the hosted product through its SDK or API. Do not start local service stacks or wait for long-running commands; if the quickstart requires either, say so plainly and stop. No product credentials were supplied and no purchases were authorized. ## Score: D · 29/100 (provisional) Grades come from completed site checks. Coding sessions and skipped checks do not affect the score. ### Clarity - **Failed** — Homepage answers Markdown requests ```text Homepage returned text/html for a Markdown Accept header; no Markdown representation offered. ``` - **Failed** — llms.txt provides an actionable documentation index ```text /llms.txt returned HTTP 404, so no documentation index exists. ``` - **Skipped** — llms.txt provides navigation guidance ```text No llms.txt body was returned (404), so navigation guidance cannot be judged. ``` - **Skipped** — llms.txt mentions offered API, MCP, and skills ```text No llms.txt body was returned (404), so API/MCP/skills mentions cannot be judged. ``` - **Skipped** — A compact guide representation exists ```text No compact agent guide or llms.txt found; /llms.txt returned 404. ``` - **Skipped** — A focused guide is directly retrievable ```text No focused guide page fetched; only blog posts and homepage available. ``` - **Skipped** — Equivalent instructions fit a token budget ```text No compact guide representation exists to measure token budget. ``` - **Skipped** — Product-docs links survive format changes ```text Homepage Markdown unsupported, so link preservation across formats is unassessed. ``` - **Skipped** — The compact guide is independently actionable ```text No compact agent guide or standalone Markdown page was fetched for this personal blog. ``` - **Skipped** — Install and next-step links resolve ```text No install or next-step links were sampled; fetched pages are blog posts, not setup docs. ``` ### Onboarding - **Skipped** — Docs lead to a relevant quickstart ```text No docs or quickstart pages were fetched; only blog posts about unrelated topics. ``` - **Skipped** — Installation commands are extractable ```text No installation or setup page was fetched for this personal blog. ``` - **Pass** — Code examples are available without interaction ```text Blog posts show inline code examples, e.g. jQuery plugin and xcodebuild snippets. ``` - **Skipped** — Prerequisites and auth boundaries are explicit ```text No docs or API pages fetched, so no auth boundaries or prerequisites observed. ``` ### Pricing - **Skipped** — Pricing is readable without interaction ```text Homepage is a personal blog; no pricing page or paid developer product was fetched. ``` - **Skipped** — Prices are stated, not gated ```text No pricing page fetched; blog homepage shows no prices or plans. ``` - **Skipped** — Pricing units and limits are explicit ```text No pricing units or limits present in the fetched homepage evidence. ``` - **Skipped** — Agents identify pricing and its assumptions ```text No coding session completed with a pricing verdict, so this behavioural item was not measured. ``` ### Activation - **Skipped** — An API reference or OpenAPI spec is reachable ```text No API reference or OpenAPI spec fetched; blog posts only, no API surface offered. ``` - **Skipped** — An MCP server is documented and well-formed ```text No MCP server documentation found in any fetched page. ``` - **Skipped** — A CLI install path is documented ```text Blog mentions cs CLI via GitHub releases but no install instructions fetched. ``` - **Skipped** — SDK packages resolve on their registries ```text No registry lookup for a boyter package was performed or supplied. ``` - **Skipped** — Agent skills are published ```text No agent skills published or referenced in any fetched page. ``` [Full report data](https://www.ax-check.com/boyter.org/report.json)