Feb 25, 2026 • 4 min read
The Hidden Risk of Treating AI Prompts as Configuration
Prompt edits in production AI systems act like policy changes and require versioning, rollout controls, and safety testing.
Tactical notes on DevOps, reliability, and AI platform engineering.
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Feb 25, 2026 • 4 min read
Prompt edits in production AI systems act like policy changes and require versioning, rollout controls, and safety testing.
Feb 24, 2026 • 4 min read
Shift-left programs can overload senior engineers when ownership, queue design, and exception handling are not explicitly rebalanced.
Feb 23, 2026 • 4 min read
Over-abstraction in internal platforms recreates microservices-era fragmentation, slowing teams and eroding trust.
Feb 22, 2026 • 10 min read
LLM-assisted coding shifts failures from runtime crashes to design-time assumptions, demanding stronger invariant-driven reviews.
Feb 21, 2026 • 12 min read
Why ingress-nginx retirement changes edge risk, and a practical migration pattern to Gateway API.
Feb 19, 2026 • 4 min read
Ingress NGINX reaches end-of-life in March 2026. Here is a practical migration view from teams that have to live with the blast radius.