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About

Automater is a desktop companion for developers who use several AI coding assistants and agents. It reads recognized transcript files that those tools save locally, organizes session histories into a searchable library, and displays agent activity, sessions waiting for attention, and usage indicators across supported providers in a system-tray panel. Automater Lite is available for Windows, macOS on Apple silicon, and Linux. Its local archive is stored on the user's computer, and resuming a session is available where the original tool supports it. The free Lite edition works without an account; the paid PRO edition adds managed sessions, agent controls, and fleet features. It is designed to help developers keep track of work across multiple coding tools, rather than replace those tools or provide the coding agents themselves.

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.

Platforms Supported

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

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

Audience

Developers who run several AI coding tools and agents at once

Audience

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

Support

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

Support

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

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$0
Free Version Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

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 Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

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

Company Information

AUTOMATER.ai
Founded: 2026
United States
automater.ai

Company Information

Kayba
Founded: 2025
United States
kayba.ai/

Alternatives

No Alternatives

Alternatives

Categories

Categories

Integrations

Aider Supported
Claude Code Supported
Cursor Supported
Model Context Protocol (MCP) Not Supported
OpenCode Supported

Integrations

Aider Not Supported
Claude Code Not Supported
Cursor Not Supported
Model Context Protocol (MCP) Supported
OpenCode Not Supported
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