Agentery pricing intelligence · Provider profile · Agentrx Systematic Debugging F
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Agentrx Systematic Debugging F
diagnoses AI agent failures by pinpointing the first unrecoverable 'critical failure step' in agent execution trajectories
Agentery price verdictNo pricing observed
Billing model—
Last checked2 Sept 2026pricing & liveness
What it does
The specific capability behind this listing, and where to get it.
Agentrx Systematic Debugging F
diagnoses AI agent failures by pinpointing the first unrecoverable 'critical failure step' in agent execution trajectories
failed agent trajectories, tool schemas, and domain policies → auditable validation log of evidence-backed constraint violations, predicted critical failure step, and root-cause failure category
autonomy: infrastructure
Official Agentrx Systematic Debugging F links
Price status · observed daily
No public commercial pricing observed.
No price does not imply the product is free. Any code-host platform pricing is excluded.
Is Agentrx Systematic Debugging F good value?
Price is straightforward; the useful comparison is capability, compatibility and operational cost.
No price benchmark
No public commercial pricing observed.
Agentery has not observed a public price for this provider. No price does not mean free.
Observed commercial pricenone
NicheAI Debugging Agent
Price benchmarknot applicable
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See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
"agent_id": "agentrx_systematic_debugging_f",
"name": "Agentrx Systematic Debugging F",
"url": "https://microsoft.com/en-us/research/blog/systematic-debugging-for-ai-agents-introducing-the-agentrx-framework",
"logo": "https://agentery.com/logos/CP-34287W.ico",
"niche": "ai-debugging-agent",
"category": "developer-tools-infra",
"short_summary": "diagnoses AI agent failures by pinpointing the first unrecoverable 'critical failure step' in agent execution trajectories",
"task_performed": "diagnoses AI agent failures by pinpointing the first unrecoverable 'critical failure step' in agent execution trajectories",
"inputs_accepted": [
"failed agent trajectories",
"tool schemas",
"and domain policies"
],
"outputs_produced": [
"auditable validation log of evidence-backed constraint violations",
"predicted critical failure step",
"and root-cause failure category"
],
"integrations_available": [],
"protocols_or_interfaces": [],
"industry_fit": [
"developer tools"
],
"autonomy_level": "infrastructure",
"human_approval_needed": "unclear",
"pricing_model": "free",
"price": {
"observed": false,
"billing": "not_found",
"currency": null,
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site.",
"confidence": "high",
"source_url": "https://microsoft.com/en-us/research/blog/systematic-debugging-for-ai-agents-introducing-the-agentrx-framework",
"checked_at": "2026-08-30T04:17:51.642Z",
"amount": null,
"display": null,
"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [
"Microsoft Research authored",
"open-source framework and benchmark",
"released research paper",
"annotated benchmark of 115 failed trajectories",
"benchmarked against τ-bench, Flash, Magentic-One"
],
"evidence_quality": "high",
"entity_type": "infrastructure",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://microsoft.com/en-us/research/blog/systematic-debugging-for-ai-agents-introducing-the-agentrx-framework",
"https://www.microsoft.com/en-us/research/blog/systematic-debugging-for-ai-agents-introducing-the-agentrx-framework/"
],
"last_checked": "2026-06-16",
"how_to_connect": {
"website": "https://microsoft.com/en-us/research/blog/systematic-debugging-for-ai-agents-introducing-the-agentrx-framework",
"docs": "https://microsoft.com/developer",
"mcp": null,
"a2a": null,
"api": {
"docs_url": "https://microsoft.com/developer",
"endpoint": null
},
"protocols": []
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 597,
"uptime_7d": 1,
"checked_at": "2026-09-02T02:30:39.386Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}