Blog
Insights, guides, and comparisons from the Viktor team.
What Breaks When Your Agent Has 100,000 Tools
Most AI agents demo well and fall apart in production. Here's what we learned about tool use, context windows, memory, and UX while building an AI coworker that connects to 3,000+ integrations.
Viktor vs OpenClaw: AI Agents Compared
OpenClaw is a free, self-hosted AI agent. Viktor is a managed AI coworker in Slack with 3,000+ integrations. Honest comparison with security, pricing, and real use cases.
How Viktor Manages Google Ads End-to-End
Google Ads agencies charge $2,000-10,000/mo. Viktor manages campaigns from Slack via the Google Ads API. Performance audits, keyword management, and PDF reports.
7 Best AI Agents for Microsoft Teams in 2026
The 7 best AI agents for Microsoft Teams compared: features, real pricing, and honest capabilities. Viktor, Microsoft Copilot, Moveworks, Glean, Atomicwork, and more.
7 Best AI Agents for Slack in 2026
The 7 best AI agents for Slack compared: features, real pricing, integrations, and honest capabilities. Viktor, Slack AI, Dust, Zapier, Glean, Moveworks, and more.
Viktor Is Now on the Slack Marketplace
Viktor passed Salesforce's security review and is officially listed on the Slack Marketplace. Here's what that means, what Slack actually checks, and why it matters for your team.
Viktor vs ChatGPT: What's the Actual Difference?
ChatGPT is a browser chatbot ($20/mo). Viktor is an AI coworker in Slack with 3,000+ integrations that takes real actions. Honest comparison with pricing and features.
Viktor vs Devin vs Manus: AI Agents Compared
Viktor ($free+) covers all business ops from Slack. Devin ($500/mo) writes code. Manus ($20-200/mo) does research. Honest comparison with pricing and real user data.
What Is an AI Coworker?
An AI coworker is an autonomous agent that lives in your workspace, connects to your tools, and does real work. Here's how the $47B category differs from chatbots and copilots.