# Human- and machine-readable citation for this repository. # doi: is the concept identifier of the archived software, which resolves to the latest # archived version; the version identifiers are listed below. The evidence-record identifier is # absent, and that state is what the project's release gate reads so it can say so accurately. cff-version: 1.2.0 message: >- Cite the paper for the method and findings, the dataset for the evidence bundle, and the commit for the tooling that produced a number. See the dataset card's Citation section for the citation rules (snapshot not branch; name the collection round; cite client version plus service, not the model alone). Released 2026-09-11 as version 1.0.2 (methodology v0.1): cite the tag or the DOI, never a branch. title: "AI Service QoS: An Independent Outside-In Measurement Methodology, with Case Study 1 (Qwen3.8-Max / Qoder)" authors: - name: "2makeitwork" # Pseudonymous by choice. Independent, unaffiliated author (decided 2026-09-11): no # affiliation is to be added here or in any listing, archive record or citation form # Do not attempt to resolve the handle to a person. type: dataset version: "1.0.2" # matches the tag v1.0.2, the citable snapshot; the release gate and scripts/analyze.py both refuse if the two differ date-released: "2026-09-11" # the release date of this version doi: 10.5281/zenodo.22701430 # concept DOI — all archived versions, from Zenodo's GitHub integration # Version identifiers: v1.0.0 = 10.5281/zenodo.22701431, v1.0.1 = 10.5281/zenodo.22701701. # Cite the concept identifier unless a specific archived version matters. # dataset-doi: none — no separate evidence deposit exists (the draft was discarded 2026-09-11). # The evidence is preserved by the dataset repository and by the archived source copies above. repository-code: "https://github.com/2makeitwork/paper_ai_Qos" repository-artifact: "https://huggingface.co/datasets/2makeitwork/paper_ai_Qos" license: >- CC-BY-4.0 (text, tables, figures and evidence data; see LICENSE-content.md); MIT (executable tooling under scripts/; see LICENSE-code.md) # A commit hash cannot be written into the commit it names, so the snapshot to cite is the # tag: v1.0.2. Zenodo's GitHub integration archives each published release automatically and # mints the version identifier; the record above proves the hook fires. keywords: - AI service qualityscripts/preflight.sh - large language model service measurement - timeout - latency distribution - observability from client logs - Qwen3.8-Max - Qoder CN preferred-citation: type: report title: "AI Service QoS: An Independent Outside-In Measurement Methodology, with Case Study 1 (Qwen3.8-Max / Qoder)" authors: - name: "2makeitwork" year: 2026 # doi: "" # the paper has no identifier of its own yet: no arXiv preprint is # url: "" # registered, and a Hugging Face paper page is keyed to an arXiv id institution: "Independent" identifiers: - type: doi value: 10.5281/zenodo.22701430 # concept DOI — every archived version of this release family - type: doi value: 10.5281/zenodo.22701431 # version DOI of v1.0.0 - type: doi value: 10.5281/zenodo.22701701 # version DOI of v1.0.1 # Release history. A list is kept in comments because CITATION File Format 1.2 defines no `versions` # key (checked against the official schema on 2026-09-11: the allowed top-level keys are abstract, # authors, cff-version, commit, contact, date-released, doi, identifiers, keywords, license, # license-url, message, preferred-citation, references, repository, repository-artifact, # repository-code, title, type, url, version) and `additionalProperties: false` makes an invented key # a validation error. scripts/analyze.py now refuses any top-level key outside that list. # # 1.0.2 2026-09-11 References section added: every work section 1.4 characterises is now listed # with its locator, how far it was read, and why the exclusions were excluded; # the capture and shipping pipeline moved to the project's private workshop # repository, leaving five scripts here, and the sentences that named them now # describe them instead. No evidence, definition or figure changed. # 1.0.1 2026-09-11 Front page reordered: the paper is presented as the contribution and the # case report, evidence and tooling as the means it serves. Adds the archive # identifiers above. No evidence, no definition and no figure changed. # 1.0.0 2026-09-11 Formal release of methodology v0.1 with Case Study 1. Positions the # contribution as a novelty of perspective rather than of method: the # instruments are shared with prior external measurement, while the vantage — # the paying user's side, published as a stratified public aggregate that # checks a provider against its own quality-of-service claim without its # cooperation — is occupied by none of them. Section 7.1 states the # institution this serves and the two design duties not yet discharged. # 0.3.0-pre.4 2026-09-11 Pre-release line: section 1.4 rebuilt as a category table, the # model-authenticity works recorded as considered-and-not-cited, the # capability-versus-delivery asymmetry in section 1.1, an unaffiliated byline, # dated notices, and a release gate that checks the published artifact rather # than the author's working copy. # 0.2.0 2026-09-10 Round 2 collection: evidence/incident_20260910/ (62 request episodes, # per-request context occupancy, the compaction pair, three negative results). # 0.1.0 2026-09-09 Round 1 frozen: evidence/ covering 2026-09-01 to 2026-09-09 (33 timeout # events, all client code 80408; 18 quota or account events; phase and # task-lifecycle extracts).