Nobody merges an email
Agents made work cheap to produce and no cheaper to check. Why software absorbed the flood, why the rest of the business did not, and the five things that make agent work checkable.
Ankush
8 resources by Ankush
Your agent has a half-life
Why AI agents keep failing on long multi-step jobs: a 95% reliable agent finishes 48 steps 8.5% of the time. The fix is a resumable run, not a better model.
All our Agents get computers, we pay for almost none
Construct is an AI employee with a real Linux computer per user. Don't get excited - we are not paying for all of them. How we run that on Cloudflare Durable Objects, Sandboxes, and R2.
- engineering
- cloudflare
- durable-objects
- infrastructure
AI Agent vs Zapier Automation
Zapier runs a fixed trigger-action recipe. See how an AI agent plans its own steps instead, with a side-by-side of the same recurring workflow built both ways.
- comparison
- zapier
- ai-agent
- automation
AI Agent vs Virtual Assistant: Cost and Capabilities
AI agent vs virtual assistant: compare monthly cost, availability, and inspectable work records before you replace suitable VA tasks with a supervised AI employee.
- ai-agent
- virtual-assistant
- pricing
- comparison
What is an AI employee?
Learn what an AI employee is, how it differs from a chatbot, and how Construct completes work across email, Slack, browser, and connected apps.
Chat Assistants vs AI Employees
ChatGPT and Claude are great at drafting, but autonomous ops need execution, persistence, and inspectable work. See how Construct compares to chat assistants.