~/talk

To Migrate or Not? Managing Technical Hype Cycles with KMP & AI

Talkat droidCon USA 2026 · on Thursday, 2026-07-16· at 10:00· W221C/D/E Keynote Room· [kotlin, engineering-leadership]
links:none on file
slides:none on file

Practical rubric for whether to migrate: measure concrete gains (stability, performance, security) against actual maintenance cost, not hype; use Kotlin KMP prototypes and a desktop hot‑reload loop to validate ergonomics before committing; run big rewrites as many small, testable projects and decouple ports from business logic; use Play Store summarization and automated scoring to flag risky platform changes; expect AI-assisted migrations to cut some effort (sometimes halving or quartering tasks) but increase cognitive and test‑suite debt.

AI-written summary · about

  1. 0:00Welcome
  2. 3:09AI hype cycle today
  3. 7:22Abstraction layers shift
  4. 12:18Prototypes in AI era
  5. 17:15AI for engineering teams
  6. 20:04Software migration realities
  7. 25:03Kotlin in AI landscape
  8. 27:48Agentic workflows for migrations
  9. 28:31Hype versus real adoption
  10. 31:41Legacy code soil
  11. 33:28Judgment in building
  12. 34:51Codebase context
  13. 35:33Headless migrations
  14. 36:55Choosing tools with intentionality
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.