AI Workflow Builder: Describe It, Read Every Step, Then Run It
An AI workflow builder that drafts from plain words, dry-runs every step and saves nothing until you approve. Built around real n8n, Zapier and Make complaints.
Zentask Blog13 min read
AI agents
9 stories
OpenAI shipped one dot. Meet your octos: a crew of AI agents on any model
We rebuilt Octomind Cloud around one noun: the octo. An agent per workstream, any model, its own folder, and a shell you can open.
Zentask Blog11 min readWhat Is an AI Agent? The Definition That Survived the Hype
An AI agent is a model that uses tools in a loop to pursue a goal. The definition that cuts through the hype — and the four capabilities that make it real.
Zentask Blog5 min readGive an AI agent a logged-in browser, not your password
Most useful work has no API. Browser handoff lets a human sign in and the agent inherit the session — no stored credentials, no password in the model context.
Zentask Blog6 min readLLM evaluation: a practical 7-step workflow
Set up LLM evaluation with a golden dataset, useful metrics, CI gates, regression tests, and production feedback. A practical workflow for engineers.
Zentask Blog7 min readAI agent security: 10 checks before shipping
AI agent security starts with verified behavior. Use 10 checks for prompt injection, permissions, sandboxing, regression tests, and shutdown controls.
Zentask Blog7 min readMCP vs A2A vs ACP: The Three Protocols Every AI Agent Stack Needs
MCP connects agents to tools. A2A makes agents talk to each other. ACP connects them to editors. Three protocols, three layers — what each does, and when.
Zentask Blog5 min readJev Explained: TypeSafe's System One Model and the Decisions Inside Every AI Agent (2026)
Jev returns typed, calibrated decisions instead of text in 70–500 ms for $0.042/MTok. What it is, how to call it, and which agent judgments it could take over.
Zentask Blog31 min readTokenmaxxing: Why Your AI Agent Bill Exploded in 2026
Uber burned its 2026 AI coding budget by April. Gartner says agents use 5–30x more tokens than chatbots. Why bills spiral — and how to finish for fewer.
Zentask Blog5 min read
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