Test the work, inspect the evidence.
Inspect AI product test plans, recorded public feature observations, local runtime results and separate source/page checks. Every result states its tested scope and limitations.
What has actually been checked?
Every profile has a specific controlled input, request, expected output and boundary case.
These verify uAgentKit’s rendered content, sources and evaluation sections.
HTTP status and readable content establish page access; claim truth and product quality require a separate review.
Only the recorded deterministic runtime scope is established. Vendor-account performance tests have not been completed.
0 passed the selected checks · 1 partial · 2 blocked before output. These are separate records; the two product-account cases per profile remain unexecuted.
Report generated 2026-10-02T05:48:30.286Z. The last recorded run is shown; a source becoming unavailable later does not automatically revoke or validate a vendor claim.
Public feature results and access limits
These records describe actual public-interface inputs and observations within each stated scope. They do not complete the two planned product-account cases or establish overall quality, costs or business outcomes.
Pikpop
Public feature blocked before output · 2026-10-02T05:25:54.349062+00:00
Scope: Official, account-free headphone redesign demonstration using preset demonstration data. Public page navigation and one reset action only.
Conclusion and limits: The execution area remained empty at step 1/5 with zero deliverables after reset. No custom prompt, production model response, supplier quotation or procurement action was produced.
0 passed · 0 failed · 1 blocked checks. Read the actual inputs and observations →
Typefully
Public feature blocked before output · 2026-10-02T05:29:00.995097+00:00
Scope: The official account-free AI Text Generator, using its displayed GPT-4o mini and Short settings with one synthetic product-copy request. This does not test Typefully workspace, MCP, scheduling or publication.
Conclusion and limits: The request produced no visible generated text. The browser reported that Turnstile verification timed out; no CAPTCHA was solved. Product factuality and the planned second boundary prompt could not be assessed.
0 passed · 0 failed · 1 blocked checks. Read the actual inputs and observations →
Postiz
Public feature partially checked · 2026-10-02T05:33:01.776Z
Scope: Two prompts in the official account-free YouTube Title Generator: an accurate mug-cleaning tutorial and missing profitability-data boundary. This tests the public utility only, not Postiz Smart Agent, calendar, MCP, approval enforcement or publishing.
Conclusion and limits: Both prompts returned titles. The first failed the factual boundary by adding an unsupported 2024 date, a PROVEN claim and a completion-time promise (in Minutes). The second returned five titles with no invented financial figures or profit guarantee, passing that limited financial-claims check, but titles 1 and 4 did not explicitly focus on collecting missing cost/revenue data and failed that instruction. Its SEO Tip is an unmeasured suggestion, not evidence of ranking or views. Overall: one limited condition passed and two failed; neither prompt fully satisfied all requested constraints.
1 passed · 2 failed · 0 blocked checks. Read the actual inputs and observations →
Three evidence layers
- Product behavior: run the listed cases in the actual product with authorized input and inspect output quality, costs, permissions and failures. Public feature records have the limited scope shown above. Every planned product-account case here remains not executed.
- Official documentation: inspect source content and current access separately. An HTTP 200 response does not establish efficacy, current pricing or legal compliance.
- This website: check that each profile renders its factual fields, source references, workflows, FAQs and evaluation cases. These tests evaluate uAgentKit.
A local graph/CLI check, where recorded, verifies the named runtime behavior only. It cannot support claims about language-model accuracy, hosted account features or professional suitability.
A controlled pilot
- Use a test workspace, public data or authorized synthetic material. Record the baseline and the selected product feature/plan.
- Run the primary case. Retain the actual prompt, output, source references, elapsed time, usage charges and action log.
- Run the altered-input/permission case. Inspect missing-data handling, escalation and unintended actions.
- Compare each observable pass condition with independent ground truth. Report failures and unresolved dependencies explicitly.
- Repeat only after a material product, configuration or test-input change. Obtain qualified review for professional-domain outputs.
Executable coding test inputs
These repositories retain deliberate bugs and independent regression/boundary checks. Baseline and reference-patch runs validate the test input; the named coding products have not run them.
- Cursor source and tests (ZIP) — 3 regression tests failed as expected; 5/5 boundary tests passed. Reference: 8/8 tests passed using an independently authored reference patch.
- GitHub Copilot source and tests (ZIP) — 2 regression tests failed as expected; 5/5 boundary tests passed. Reference: 7/7 tests passed using an independently authored reference patch.
- Cline source and tests (ZIP) — 9 regression tests failed as expected; 6/6 boundary tests passed. Reference: 15/15 tests passed using an independently authored reference patch.
- Aider source and tests (ZIP) — 4 regression tests failed as expected; 5/5 boundary tests passed. Reference: 9/9 tests passed using an independently authored reference patch.
Product access attempts awaiting output
- Tidio Lyro: The public demo did not load a chat input after selecting the ecommerce scenario and resetting it. No question was sent and no product reply was received. Checked 2026-10-02T04:55:08.477607+00:00.
- Photoroom: The background-removal entry displayed a human-verification challenge. The marketplace demo was visible but its embedded controls could not be operated in this session; its independent entry requested an API key. No image was uploaded or processed. Checked 2026-10-02T04:55:08.477607+00:00.
An access limitation does not establish a product failure or a quality score.
Product evaluation cases
60 profiles · 120 planned cases · no invented ratings.
Download all controlled inputs and acceptance conditions (JSON) →
Download LangGraph local test evidence →
Download CrewAI local test evidence →
Download n8n local test evidence →
| Product and primary case | Product-account test | Source access | Directory page |
|---|---|---|---|
| Shopify SidekickShopify store analysisAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| Helium AgentAmazon seller researchAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| KalodataTikTok Shop market researchAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| Gorgias AI AgentCommerce support resolutionAccess: account | Not executed2 specific planned cases | 3/3 accessible in last check | Passed |
| Tidio LyroKnowledge-based customer supportAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| PhotoroomProduct image preservationAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| Creatify AgentProduct advertisement draftAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| OpusClipLong recording to short clipsAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| DescriptTranscript-based editingAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| ElevenLabsAuthorized voiceover localizationAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| Buffer AI AssistantChannel-specific social copyAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| JasperBrand-guided campaign copyAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| n8nExplicit workflow orchestrationAccess: accountLocal runtime evidence recorded | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| Zapier AgentsHosted connected teammateAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| ElicitEvidence extraction from papersAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| HarveyPublic contract clause analysisAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| Lexis+ with ProtégéAuthority-backed legal researchAccess: account | Not executed2 specific planned cases | 0/1 accessible in last check | Passed |
| Patsnap EurekaDate-bounded prior-art retrievalAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| PlantixCrop photo screeningAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| AlphaSenseCited earnings researchAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| NansenRead-only wallet monitoringAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| ChainalysisTraceable blockchain investigationAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| RebuyCommerce recommendation workflowAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| HeyGenAvatar video localizationAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| OpenEvidenceMedical evidence questionAccess: account | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| SpellbookContract drafting inside WordAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| Solve IntelligencePatent specification draftingAccess: sales demo | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| AGRIVI AI EngageFarm monitoring and advisoryAccess: sales demo | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| HebbiaMulti-document financial evidenceAccess: sales demo | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| DuneOn-chain SQL analysisAccess: account | Not executed2 specific planned cases | 4/4 accessible in last check | Passed |
| CursorRepository-scoped code changeAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| GitHub CopilotAssisted repository fixAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| Replit AgentRunnable prototype generationAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| ClinePermissioned coding workflowAccess: local install | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| OpenHandsSandbox repository repairAccess: local install | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| AiderTerminal code editingAccess: local install | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| Salesforce AgentforceCRM action governanceAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| HubSpot Agent HubCRM-grounded assistanceAccess: sales demo | Not executed2 specific planned cases | 1/1 accessible in last check | Passed |
| LindyConnected operations assistantAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| ClaySource-linked prospect enrichmentAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| Fin by IntercomSupport knowledge and handoffAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| Zendesk AI AgentsService workflow evaluationAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| SciteCitation context assessmentAccess: account | Not executed2 specific planned cases | 0/2 accessible in last check | Passed |
| SciSpace Research AgentsPaper reading and extractionAccess: account | Not executed2 specific planned cases | 0/2 accessible in last check | Passed |
| KhanmigoGuided learning dialogueAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| NotebookLMSource-bounded knowledge synthesisAccess: account | Not executed2 specific planned cases | 4/4 accessible in last check | Passed |
| Microsoft Copilot StudioConfigurable enterprise agentAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| Glean AgentsPermission-aware enterprise searchAccess: sales demo | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| DustWorkspace assistant with actionsAccess: account | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| DifyConfigurable agent applicationAccess: local install | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| CrewAIMulti-agent task coordinationAccess: local installLocal runtime evidence recorded | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| LangGraphStateful graph control flowAccess: local installLocal runtime evidence recorded | Not executed2 specific planned cases | 2/2 accessible in last check | Passed |
| PikpopProduct concept and sourcing briefAccess: public demo | Not executed2 specific planned cases | 0/1 accessible in last check | Passed |
| PostizDraft social content and scheduling reviewAccess: account | Not executed2 specific planned cases | 6/6 accessible in last check | Passed |
| TypefullySource-faithful social thread draftingAccess: account | Not executed2 specific planned cases | 6/6 accessible in last check | Passed |
| Taja AIYouTube metadata and source-context reviewAccess: account | Not executed2 specific planned cases | 3/3 accessible in last check | Passed |
| Photo AIAuthorized portrait identity and output reviewAccess: account | Not executed2 specific planned cases | 4/4 accessible in last check | Passed |
| Goblin ToolsActionable task decompositionAccess: public tool | Not executed2 specific planned cases | 4/5 accessible in last check | Passed |
| Saner.AIPersonal knowledge retrieval with conflictsAccess: account | Not executed2 specific planned cases | 0/4 accessible in last check | Passed |
| SkyvernBrowser form automation with output approvalAccess: local install | Not executed2 specific planned cases | 0/6 accessible in last check | Passed |