Written by Philipp on 2026-07-22
Tailscale VPN: Connect Your Own Services on Your Own Infrastructure
AI . Network . Personal . Security . ToolingProxmox in the data center, a laptop in the home office, a Raspberry Pi at the edge of a field, and a DGX Spark for inference: your own hardware is rarely in one place. NAT, firewalls, and dynamic IPs separate the devices. Manual WireGuard means: exchanging keys, maintaining IPs, updating firewall rules. Tailscale builds on
Written by Philipp on 2026-07-15
Team Setups in Larger Projects: Delivering Across Team Boundaries
PersonalModern features no longer fit into a single team. That has become normal. An IoT device sends events. An MQTT service forwards them. A mobile app displays them. Add deployment on AWS, a database schema, push notifications, UX for edge cases, IT security for authentication and privacy, and operations for three environments. That is five
Written by Philipp on 2026-07-01
Token Governance for LLMs: Why Shared Budgets Fail (and How to Do It Better)
AI . PersonalYour team shares a GitHub Enterprise account. Copilot is enabled for everyone. A shared budget, no individual limits, no visibility into who consumes what: “it’s in the budget.” Then, in mid-June 2026, GitHub switches its billing from Premium Request Units to token-based billing. Suddenly the budget is no longer “unlimited”. The error message arrives faster