Kayba Respan

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Kayba:

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.
Respan:

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.
Kayba:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Respan:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Kayba:

Audience

AI development teams that need to diagnose agent failures, generate reviewable fixes, and track whether those fixes improve performance over time
Respan:

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
Kayba:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Respan:

Support

Phone Support Supported
24/7 Live Support Supported
Online Supported
Kayba:

API

Offers API Not Supported
Respan:

API

Offers API Not Supported
Kayba:

Screenshots and Videos

Respan:

Screenshots and Videos

Kayba:

Pricing

Free
Free Version Supported
Free Trial Not Supported
Respan:

Pricing

$0/month
Free Version Not Supported
Free Trial Not Supported
Kayba:

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
Respan:

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
Kayba:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Respan:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Kayba:

Company Information

Kayba
Founded: 2025
United States
kayba.ai/
Respan:

Company Information

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

Alternatives

Respan:

Alternatives

Kayba:
Respan:
Braintrust

Braintrust

Braintrust Data
Kayba:
Netra

Netra

5.0 out of 5 stars
Respan:
Kayba:
Respan:
Kayba:
Respan:
Kayba:

Categories

Respan:

Categories

AI Development Supported
AI Observability Supported
AI Tools Supported
DevOps Supported
LLM Evaluation Supported
Kayba:

Integrations

Claude Not Supported
Codestral Mamba Not Supported
GPT-3.5 Not Supported
GPT-4 Not Supported
Gemini Not Supported
Gemini 1.5 Pro Not Supported
Gemini 2.0 Not Supported
Gemini 2.0 Flash Not Supported
Gemini Enterprise Not Supported
Gemini Nano Not Supported
Gemini Pro Not Supported
Google AI Plus Not Supported
Ministral 3B Not Supported
Ministral 8B Not Supported
Mistral 7B Not Supported
Mistral AI Not Supported
Mistral Large Not Supported
Mistral NeMo Not Supported
Mixtral 8x22B Not Supported
Model Context Protocol (MCP) Supported
Respan:

Integrations

Claude Supported
Codestral Mamba Supported
GPT-3.5 Supported
GPT-4 Supported
Gemini Supported
Gemini 1.5 Pro Supported
Gemini 2.0 Supported
Gemini 2.0 Flash Supported
Gemini Enterprise Supported
Gemini Nano Supported
Gemini Pro Supported
Google AI Plus Supported
Ministral 3B Supported
Ministral 8B Supported
Mistral 7B Supported
Mistral AI Supported
Mistral Large Supported
Mistral NeMo Supported
Mixtral 8x22B Supported
Model Context Protocol (MCP) Not Supported
Kayba:
Claim Kayba and update features and information
Claim Kayba and update features and information
Respan:
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