Blog
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Why AI Agents Go Rogue: 4 Real Incidents and What They Share
Replit wiped a prod database. OpenClaw speedran an inbox. A dev burned thousands on OpenAI in a weekend. Same thread: architecture, not the prompt.
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Human Review Is the Missing Piece in AI Automation
When does an AI action need a human? Four risk signals that mean yes, three task types where the answer is no, and a decision tree that fits on a napkin.
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Action Credit Pricing: Logic and Approvals Are Free
A pricing model that separates work that costs real money from the rest. What counts as an action, what doesn't, and what the difference does to your bill.
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How Much Does Fully Autonomous AI Actually Cost?
Air Canada lost a tribunal after its chatbot invented a refund policy. The cost wasn't the refund. 4 hidden costs that keep billing.
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5 Workflow Automations Every Solopreneur Should Set Up in 2026
Email triage, lead qualification, invoice chasing, content repurposing, client follow-ups. For each: trigger, AI step, and approval gate.
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How Workflow Confidence Scoring Earns a Workflow Autonomy
The signals feeding the score, per-execution vs per-workflow scoring, and how graduation from supervised to autonomous actually triggers.
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Rills vs Zapier vs Make: Pricing, Approvals, and AI Compared
Per-task, per-operation, and action-credit pricing side-by-side. Mobile approval UX. Which fits solopreneurs, micro-teams, or larger ops.
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Build Your First Automated Workflow in Under 10 Minutes
Set up a manual trigger, an AI step that qualifies leads, and a mobile approval before anything fires. Zero code. Under 10 minutes.
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AI Agents for Solopreneurs: What to Actually Automate
What AI agents can safely do for solopreneurs: 5 high-impact automations, the trust problem that stops most people, and how supervised autonomy works.
