Infrastructure
Infrastructure facts don't belong in service code
A fact about infrastructure stored in service code is a second source of truth, and two copies drift. Generate the view from the source instead.
Infrastructure
A fact about infrastructure stored in service code is a second source of truth, and two copies drift. Generate the view from the source instead.
Automation
The work you watch out of habit should run without you. Automation's job: make that true and hand back the attention the watching was quietly costing.
Infrastructure
Configuration management asks what each value should be. Governance asks whether anyone decided. Drift accumulates in the gap between the two.
Automation
Keep-alive automation checks whether the script ran. Self-healing checks whether the system recovered.
DevOps
A spending ceiling changes which tools get selected, where capabilities live, and what never enters the stack.
Team Transformation
Each practice is a component cutover. The team's own metrics are the SLIs. Regressions consume error budget. Culture shifts as a downstream consequence.
Reliability
Memory degrades, doesn't transfer, doesn't scale. Self-describing systems survive when the builder forgets, leaves, or gets outnumbered.