Agentery pricing intelligence · Provider profile · Agentrx Systematic Debugging F
Provider profile · independently tracked by Agentery
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 checked28 Jul 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
What to compare instead
Check capability before deciding
Compare capability, compatibility and operational cost against comparable providers — Agentery keeps the price status explicit and never invents a verdict.
View the full niche →Comparable AI Debugging Agent
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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": "2026-07-26T04:29:31.507Z",
"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": 669,
"uptime_7d": 1,
"checked_at": "2026-07-28T02:30:37.802Z",
"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."
}