Building a System for AI-Assisted Engineering
Moving beyond vibe coding to structured AI-assisted development — using a .ai/ directory and project constitution to give AI assistants the context they need to be genuinely useful.
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Moving beyond vibe coding to structured AI-assisted development — using a .ai/ directory and project constitution to give AI assistants the context they need to be genuinely useful.
A practical walkthrough of SSH key generation, distribution, agent management, and config file patterns — updated for modern best practices with Ed25519.
Deploying K3s on a dedicated server with k3sup in minutes — from bare metal to a working cluster, plus the practical next steps to make it useful.
A practitioner's map of the network automation ecosystem — from CLI parsing and config management to source of truth platforms, testing, and AI-assisted operations.
NetDevOps is not just for operators writing scripts. Network designers need to evolve too — embracing programmability, data models, and infrastructure as code to stay relevant.
How to mitigate gosu security concerns by recompiling it with a current Go toolchain, plus a multi-stage Docker build pattern to pull the binary into your own images.
Stop manually sourcing env files and juggling export statements. Use direnv and modern secret managers to load project-specific environment variables automatically.
Connecting Nornir to NetBox for dynamic inventory management, so your automation always reflects the actual state of your network.