AI Features That Belong in Production (And Ones That Don’t) — Lessons From Delivery
Practical delivery notes for engineering and product leads — what to check early, what usually goes wrong, and how teams avoid rework.
Who this is for
Use boring technology where the risk is operational. Save novelty for the one wedge that makes the product worth buying.
Decisions that still look smart in 18 months
Instrument the happy path and the ugly path. Silent failures are what turn a launch into a weekend incident.
Build checklist we actually use
Use boring technology where the risk is operational. Save novelty for the one wedge that makes the product worth buying.
Failure modes we keep seeing
Use boring technology where the risk is operational. Save novelty for the one wedge that makes the product worth buying.
How we measure rollout
Use boring technology where the risk is operational. Save novelty for the one wedge that makes the product worth buying.
We update this when delivery patterns change on live client work.
Comments
Thoughts, questions, and pushback welcome — we approve comments before they go live.
No comments yet
Be the first to share a thought, question, or pushback on this post.
Leave a comment