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Treat Codex Like a Disciplined Engineering Teammate
Codex becomes useful when the repository supplies context, the task has boundaries, implementation follows a plan, and evidence closes the loop.
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AI4SALE Delivers a Controlled n8n Cloud-to-VPS Migration
AI4SALE moves production n8n workloads to an operable VPS through dependency mapping, rehearsed cutover, acceptance evidence, and recovery control.
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My AI Agent Reported $90 Saved. The Number Was Fiction.
An AI coding agent reported $90 saved by multiplying one real saving with an unmeasured repeat count. Three checks trace what was…
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Migrating n8n from Cloud to a Hardened VPS (50+ Workflows, Docker Compose + Postgres, Nginx, Let’s Encrypt)
Follow a production n8n migration from managed cloud to a hardened VPS with Docker Compose, PostgreSQL, Nginx, HTTPS, backups and reliable webhooks.
Next useful step
What needs to change?
We will review the page, workflow or business result and help define the first useful decision before proposing a project.
Project outcome