Blog

Practical posts on turning recurring work into controlled Task Machine workflows with approvals, checks, agents on your own machines, and a history you can read.

All 26 Agents 9 Comparisons 22 Essays 10 Guides 140 Operations 8 Problems 6 Product 10 Teams 4 Workflows 8

June 3, 2026

6 min read

From Prompt Reuse to Repeatable Workflows

Why saved prompts stop being enough once agent work repeats, and what a real repeatable workflow needs instead.

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June 2, 2026

6 min read

Controlled Autonomy: Let Agents Work Without Letting Them Drift

How to give agents real autonomy with explicit boundaries, approvals, verifiers, and escalation paths instead of vague trust.

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