11 min read
Why My AI DevOps Team Runs on a Ralph Loop
My AI DevOps board looked frozen for twelve hours. The fix was not smarter orchestration, but a Ralph loop with real hard stops.
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#openclaw
12 articles
8 min read
Building an org directory for AI agents on OpenCLAW
AI agents in multi-agent systems do not know who each other are. Here is how to build an org directory that gives every agent persistent awareness of the full...
15 min read
Building a DevOps team from AI agents on OpenCLAW
Ten AI agents, each owning a phase of the DevOps infinity loop, coordinated by an engineering-manager agent. How I built a development team that plans, builds...
13 min read
Hardening OpenCLAW on Azure after a live audit
A live audit of my OpenCLAW Azure VM found two critical gaps: no Azure-native VM backup and no Azure Monitor Agent. Here is what I fixed, what it cost, and what is...
8 min read
Can I Build This? The Question That Saved Me $10,000 a Year in SaaS Subscriptions
A Speechify renewal email made me question every subscription my business pays for. Since January 2026, I have eliminated nearly $10,000 in annual SaaS costs by...
12 min read
44 Safety Rules, 58 Commands, and Microsoft Loop's Missing API - Building Enterprise AI Agent Governance
cb365 adds 28 new commands across four workloads with a governance framework inspired by real enterprise AI policy. Three workloads went smoothly. Loop exposed a gap...
7 min read
23 Safety Rules I Built Into a Microsoft 365 CLI for AI Agents
How I built 23 hardcoded safety rules into cb365, a Microsoft 365 CLI, to prevent data loss and unauthorised actions when AI agents interact with enterprise systems.
10 min read
Shipping a Microsoft 365 CLI: Signed Binaries, SBOMs, and the Bug That Hid for Four Months
Taking cb365 from internal tool to public release meant solving the trust problem: signed binaries, Software Bill of Materials (SBOM), and a certificate...
11 min read
Why I'm Building My Own Microsoft 365 CLI for AI Agents
Microsoft retired their Graph CLI. PowerShell is the official answer. But AI agents don't speak PowerShell. Here's why I built a new CLI from scratch, the trade-offs...
11 min read
My AI Agent Now Manages My Microsoft To Do - Here's What Actually Happened
I designed a Microsoft 365 CLI for AI agents. Then I built it. The Graph API had opinions about my architecture. Here's the build log - the gotchas, the fixes, and...
8 min read
AI Agents Getting the Date Wrong? Timezone Configuration in OpenCLAW
AI agents have no internal clock. When they run on UTC servers but you're hours ahead, they get dates wrong. Here's a 4-layer fix that works end-to-end.
8 min read
Why I Built My Own Model Routing Engine
How I replaced static model assignments with an autonomous routing engine, shadow testing pipeline, and live dashboard for a 25-agent orchestration platform.