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About

Prefactor is a real-time evaluation, observability, and reliability platform for production AI agents. It scores every run the moment it happens for quality, drift, cost, and data risk, then wires those evaluations into action so a failing agent is caught live instead of only appearing on a dashboard afterward. Teams can observe every model call, tool invocation, and decision as structured traces and spans, run LLM-as-judge, technical, qualitative, and custom evaluations on each step, and attach context from GitHub, Linear, Jira, databases, internal APIs, or other sources as ground truth. When a run crosses a defined threshold, Prefactor can block or throttle it, pause a sensitive action, or route it to a person for approval, modification, or rejection before execution, with every decision logged. The CLI discovers agents without a platform migration, while TypeScript and Python SDKs provide native support for LangChain, Claude, Vercel AI, OpenClaw, and LiveKit.

About

Tulsk is an agentic project management workspace for small startup teams, built to plan, run, and monitor autonomous AI work across projects, docs, tasks, comments, and agent workflows in one shared workspace. Teams use Tulsk to delegate real work to AI agents instead of managing separate chat windows, prompts, and half-finished outputs. Users can mention an agent in any task, and the agent reads the context, executes the work, and posts the result back in the thread with no copy-paste or babysitting. Tulsk combines projects, statuses, priorities, attachments, real-time comments, OpenClaw agent runtime, EMA AI project manager, Skills, MCP access, and agent scheduling in one workspace. OpenClaw gives agents their own dedicated cloud workspace with browser, shell, web search, editable persona files, attached skills, and tool access, so they can handle long-running jobs such as market research, competitor analysis, reports, content drafts, operational checks, and specialized workflows.

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

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

AI engineering and platform teams that need to evaluate, monitor, and improve production AI agents for quality, drift, risk, and cost in real time

Audience

Small startup teams and GTM operators that want autonomous AI agents to plan, execute, and manage projects and recurring work with minimal setup

Support

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

Support

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

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$250 per month
Free Version Supported
Free Trial Not Supported

Pricing

$39 per month
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 Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

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

Company Information

Prefactor
Australia
prefactor.tech/

Company Information

Tulsk
United States
tulsk.io

Alternatives

PRISM

PRISM

Block Convey

Alternatives

Traccia

Traccia

Algen AI
ArkClaw

ArkClaw

BytePlus
OpenClaw

OpenClaw

Molty

Categories

Agentic AI Supported

Categories

Agentic AI Supported
AI Agents Supported

Integrations

Claude Supported
OpenClaw Supported
Code Llama Supported
CrewAI Supported
Cursor Supported
GitHub Supported
GitHub Copilot Supported
Google Cloud Platform Supported
Google Workspace Supported
LangChain Supported
LiveKit Supported
Llama Supported
Mastra AI Supported
OpenAI Supported
OpenAI Agents SDK Supported
Semantic Kernel Supported
Vercel Supported
Vercel AI Gateway Supported
Vercel AI SDK Supported
Visual Studio Code Supported

Integrations

Claude Supported
OpenClaw Supported
Code Llama Not Supported
CrewAI Not Supported
Cursor Not Supported
GitHub Not Supported
GitHub Copilot Not Supported
Google Cloud Platform Not Supported
Google Workspace Not Supported
LangChain Not Supported
LiveKit Not Supported
Llama Not Supported
Mastra AI Not Supported
OpenAI Not Supported
OpenAI Agents SDK Not Supported
Semantic Kernel Not Supported
Vercel Not Supported
Vercel AI Gateway Not Supported
Vercel AI SDK Not Supported
Visual Studio Code Not Supported
Claim Prefactor and update features and information
Claim Prefactor and update features and information
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Claim Tulsk and update features and information