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Guides for teams that run software. And the agents that help.
MCP servers, approvals and permissions for AI agents, deploys without downtime, secrets — what each one is, what goes wrong, and how to set it up well. Where TalkingSuites does it for you, the guide says how.
Docker secrets vs .env files: where your passwords really leakEnvironment variables are a fine way to hand a container its secrets. The leaks happen before that — in .env files in Git, docker run lines, image layers and logs. Here is where, and how to rotate a secret without guessing who still uses the old one.Read it
- Human in the loop for AI agents: which actions should wait for a personA practical way to decide what an AI agent may do on its own, what it should confirm, and what must wait for someone with the authority to approve it — without drowning your team in approval requests.Assistant
- Least privilege for AI agents: give agents tools, not keysWhy handing an AI agent an API key hands it everything the key opens — and a practical model for agent permissions: identity, tool-by-tool grants, a ceiling set by the person it works for, and a record of every call.Agents
- What is an MCP server? A plain guide for teams that run their own softwareWhat the Model Context Protocol is, how an MCP server exposes tools to AI agents, the risks to know before you connect one — tool poisoning and unchecked writes — and how to run one safely.Systems & MCP
- Zero-downtime Docker deploys — and why your database must stop firstHow to redeploy a Docker container without dropping requests: health checks, start-beside-then-switch, graceful shutdown and migrations — and the containers that must never run twice, like databases and anything holding a port.Deployments
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