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About

Kayba makes AI agents self-improve from experience. It learns from an agent’s execution traces to detect failures, fix them, and measure whether the fix actually worked. Instead of relying on generic evals that cannot explain why an agent failed, Kayba derives failure modes from the agent’s own traces and builds custom benchmarks for the user’s domain, so teams can measure improvement against real production failure patterns. Kayba wires tracing into an agent with one line of setup, watches it around the clock, and flags the moment a step stops being recorded. Even good tracing rots as teams ship changes, and steps can quietly stop being captured; Kayba checks the tracing users already have, shows exactly what is broken, points to the file that needs attention, and sends the gap to a coding agent through MCP. The coding agent patches the issue, and Kayba verifies that the trace is actually closed.

About

Respan is a self-driving observability and evaluation platform built specifically for AI agents. It enables teams to trace full execution flows, including messages, tool calls, routing decisions, memory usage, and outcomes. The platform connects observability, evaluations, and optimization into a continuous improvement loop. Metric-first evaluations allow teams to define performance standards such as accuracy, cost, reliability, and safety. Respan also includes capability and regression testing to protect stable behaviors while improving new ones. An AI-powered evaluation agent analyzes failures, identifies root causes, and recommends next steps automatically. With compliance certifications including ISO 27001, SOC 2, GDPR, and HIPAA, Respan supports secure, large-scale AI deployments across industries.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI platform teams running production agents that need trace-based failure detection, custom evals, automated fixes, and measurable self-improvement

Audience

Respan is ideal for AI engineering teams, product teams, and enterprises deploying large-scale AI agents who need advanced observability, evaluation, and compliance-ready monitoring infrastructure

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Free
Free Version
Free Trial

Pricing

$0/month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Kayba
Founded: 2025
United States
kayba.ai/

Company Information

Respan
Founded: 2023
United States
www.respan.ai/

Alternatives

Alternatives

Braintrust

Braintrust

Braintrust Data

Categories

Categories

Integrations

Claude
Codestral Mamba
GPT-3.5
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0 Flash
Gemini Nano
Google AI Plus
Mathstral
Ministral 3B
Ministral 8B
Mistral 7B
Mistral Large
Mistral NeMo
Mistral Small
Mixtral 8x22B
Model Context Protocol (MCP)
Pixtral Large

Integrations

Claude
Codestral Mamba
GPT-3.5
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0 Flash
Gemini Nano
Google AI Plus
Mathstral
Ministral 3B
Ministral 8B
Mistral 7B
Mistral Large
Mistral NeMo
Mistral Small
Mixtral 8x22B
Model Context Protocol (MCP)
Pixtral Large
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