Coolify to K3s
Migrating Q from Coolify to K3s + Terraform + Ansible — the conversation that started it, what got built, and the operational calm that followed.
May 24, 2026
Lazy loading vs. instruction-following
Skill-triggered context loading reliably outperforms bulk-loaded AGENTS.md. The mechanism behind the benchmark result — two cognitive operations, one binding layer.
May 24, 2026
We cannot decrypt your data
Building Endstate's Hosted Backup as a structural commitment, not a policy promise — the Argon2id split-key construction and what follows from it.
May 24, 2026
Governance as compression: contracts and skills for AI-augmented codebases
The pattern I shipped to fix AI-augmented development correction loops, and the controlled three-condition benchmark that revealed which layer does the work.
May 20, 2026
