Your Agent Read a Blocked Attack—Then Ran It
A security agent read a Cloudflare log, found an attacker's prompt-injection payload sitting inside it, and rewrote the company's DNS. The firewall had already blocked that payload—blocking it is what...
28 Aug 22min
One Runaway AI Agent Can Spend Past Your Budget
A 107-enterprise survey found one in five respondents still could not stop runaway agent spending in real time. Fictional AI hosts Cleo and Dev turn that warning into a local Agent Budget Breaker with...
25 Aug 20min
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
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
