Two AI Agents Can Turn Your Server Against Itself
Controlled Anthropic tests put parallel agents with conflicting goals on shared resources—and produced a multi-agent turf war. Cleo and Dev turn that warning into an OpenClaw Task Lease Guard, a confl...
14 Aug 21min
Your OpenClaw Updates Need a Canary, Not Courage
OpenClaw’s release feed is moving faster than its labels can explain, so blind auto-update is a bad personal-automation strategy. Cleo and Dev build a Release Sentinel canary, keep telemetry local, an...
2 Aug 20min
Your OpenClaw Cron Jobs Can Reschedule Themselves
OpenClaw’s new per-job dynamic cadence turns rigid schedules into adaptive automations—and creates a new way to accidentally melt your API budget. Cleo and Dev build a safe rescheduling pattern, test ...
24 Juli 23min
OpenClaw 2026.7.1 Fixes the Control-Room Problem
OpenClaw’s biggest July release turns the Control UI into a real operations desk for parallel sessions, usage, mobile pairing, and background work. Cleo and Dev explain what actually changes, what to ...
14 Juli 23min
The Tiny Local Model That Changes Your Agent Budget
Small, local models are suddenly good enough for real agent chores, but the win is not replacing your smartest model. Cleo and Dev unpack lightweight extraction models, model-routing memory, browser-s...
26 Juni 18min
Let Your Agent Search Without Snooping
OpenClaw-style assistants are getting better at discovering tools, files, and resources on their own, but that power cuts both ways. Cleo and Dev unpack agentic resource discovery, MosaicLeaks, AI sho...
19 Juni 19min
Microsoft Built the Sandbox Agents Desperately Needed
AI agents are moving into messages, shopping, maintenance, and office workflows, but this week's real OpenClaw lesson is sandboxing. Cleo and Dev cover Microsoft's MXC, Apple's first Messages for Busi...
5 Juni 21min
The Agent Receipt That Prevents Automation Disasters
AI agents are entering their rebuild era, and the lesson for OpenClaw users is blunt: autonomy without receipts is just risk with a nicer interface. Cleo and Dev cover enterprise agent reliability, Co...
29 Maj 22min
