Agnost AI
Platform that watches an AI agent's production traffic, flags silent failures, lets the team inspect the runs and spans behind them, then tests a suggested change against past runs and opens a pull request; reachable from Slack and from Claude, Codex and Cursor over MCP; free for 1,000 events a month, then $49 and $499 monthly plans and a custom enterprise tier with self-hosted VPC and model fine-tuning.
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What it does
- Evaluation and observability
- Model training
Features 4
- Silent-failure detectionFinds failures that succeed at the tool level but give a wrong answer, and shows the share of runs affected.
- Trace inspectionOpens each span with its inputs, outputs and duration.
- Verified fixesTests a suggested change against past runs and opens a pull request.
- Your own VPCRun Agnost inside the customer's infrastructure with audit logs and custom retention.
Sources
- Pricing
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Official documentation · 19 Oct 2026
Home page pricing section: Free with 1,000 events a month and 7-day retention; Starter $49 a month with 10,000 events; Pro $499 a month with 1,000,000 events; Enterprise custom.
- Description
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Official documentation · 19 Oct 2026
Home page: "Production traces, automatic failure detection, and verified fixes in one place."
- What it does
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Official documentation · 19 Oct 2026
Home page: "Production traces, automatic failure detection, and verified fixes in one place."
- Constraints
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Derived from the security facts on this page, from the same source.
- Security
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Trust center lists SOC 2 Type 1 as compliant and SOC 2 Type 2 as in progress; the home page FAQ says the same and states no training practice.
- Sold within
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Self-serve start on a free plan with published Starter and Pro plans; Enterprise by talking to the founders.
- Name
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Official documentation · 19 Oct 2026
Name as published on the product page.
- URL
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Official documentation · 19 Oct 2026
Product page, read 2026-10-19.
- Deployment
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Official documentation · 19 Oct 2026
The pages read state no deployment model beyond the vendor-run service; saas is recorded as the vendor-operated reading.
- Interfaces
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Official documentation · 19 Oct 2026
Home page: the Slack agent, "Investigate with Claude & Codex via MCP", and Python, TypeScript and OpenTelemetry integration; the web dashboard shows traces.
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