๐ฆ๐๐ป๐ฑ๐ฎ๐ ๐๐ผ๐ณ๐ณ๐ฒ๐ฒ & ๐๐ผ๐ฑ๐ฒ: ๐๐ผ๐ผ๐ด๐น๐ฒ ๐ข๐๐๐๐ต, ๐ง๐ต๐ฟ๐ฒ๐ฒ ๐ ๐ผ๐ฑ๐ฒ๐น๐, ๐ข๐ป๐ฒ ๐ช๐ผ๐ฟ๐ธ๐ถ๐ป๐ด ๐๐ฝ๐ฝ
Grab your coffee - this week mixed โlearn something newโ with โwatch three AI models handle parts of the same job very differentlyโ. (It was a long day today.)
๐ง๐ต๐ฒ ๐ด๐ผ๐ฎ๐น: learn what it takes to bolt Google OAuth onto a ๐๐ต๐ณ๐ถ๐ค๐ต๐ถ๐ณ๐ฆ๐ฅ Vibe Coded app - not loose prompt-and-pray coding, but one built on a real contract (BUILD-CONTRACT.md, Gherkin requirements and Expand-Migrate-Contract migration). Point a model at real OAuth and a real deployment, and see if the scaffolding holds.
๐ง๐ต๐ฒ ๐ฏ๐ฎ๐ธ๐ฒ-๐ผ๐ณ๐ณ:
- ๐๐ฎ๐ฏ๐น๐ฒ got the job done but burned through tokens fast enough that I was sitting around waiting for a reset.
- ๐ข๐ฝ๐๐ ๐ฐ.๐ด picked up next - and spent ๐ฎ๐ฏ% ๐ผ๐ณ ๐๐ต๐ฒ ๐๐ฒ๐๐๐ถ๐ผ๐ป just re-orienting before writing a line of code.
- ๐ฆ๐ผ๐ป๐ป๐ฒ๐ ๐ฑ took over from there and just worked: fast, efficient, seemingly no re-orientation tax, finished the build and chased down every bug without burning the budget.
While mostly anecdotal, if youโre picking a model for a long build with real infrastructure stakes, that efficiency is a consideration not just which model ๐ค๐ข๐ฏ do the work, but which one gets out of its own way.
๐ง๐ต๐ฒ ๐ฏ๐๐ถ๐น๐ฑ: this app pulls fitness step data from the new Google Health API and putting real control in front of it, in three layers:
- ๐๐ฐ๐ฐ๐ฒ๐๐ - Vercel firewall, obviously.
- ๐๐๐๐ต๐ฒ๐ป๐๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป - Sign in with Google OAuth
- ๐๐๐๐ต๐ผ๐ฟ๐ถ๐๐ฎ๐๐ถ๐ผ๐ป - a new email allow-list controlling whoโs actually let in, not just proving identity
Getting there meant chasing down some genuinely satisfying bugs:
- A
redirect_uri_mismatchtraced to a missing entry in Google Cloud Console - a missing call-back uri. - A deployment that built clean but crashed every request with `ModuleNotFoundError:โ Good old dependencies to deal with.
- Sign-out that silently didnโt sign anyone out - a cookie-deletion header mis-match.
๐ช๐ต๐ฒ๐ฟ๐ฒ ๐ถ๐ ๐น๐ฎ๐ป๐ฑ๐ฒ๐ฑ: a working app - sign in with Google, connect your health data, see your (once-FitBit, now Google Health) steps by day. The integrationโs cleanly isolated behind its own module, so the next metric - heart rate, sleep, whatever comes next - should be a small, contained change.
๐ ๐ด๐ผ๐ผ๐ฑ ๐ฆ๐๐ป๐ฑ๐ฎ๐. ๐๐ผ๐ณ๐ณ๐ฒ๐ฒโ๐ ๐๐๐ถ๐น๐น ๐๐ฎ๐ฟ๐บ.
