If you thought Daniel Lurie's spend-your-way-to-victory playbook was a one-off, think again. Saikat Chakrabarti — yes, the former chief of staff to Alexandria Ocasio-Cortez turned centimillionaire — is now deploying the same strategy in his congressional campaign, flooding San Francisco streets with over 250 paid canvassers at rates up to $45 an hour.

Let's do some quick napkin math. If even half those canvassers are working full shifts, you're looking at a staggering burn rate just to knock on doors. That's not grassroots energy — that's astroturf with a very expensive price tag.

Now, to be clear: there's nothing illegal about self-funding a campaign. It's a free country, and candidates can spend their money however they want. But voters should understand what they're actually seeing when someone shows up on their doorstep with a clipboard and a talking-points card. That enthusiastic stranger didn't necessarily wake up passionate about Chakrabarti's vision for the district — they woke up passionate about $45 an hour, which, fair enough, is a pretty solid gig in this economy.

The deeper question is what this trend means for democratic competition in San Francisco. When ultra-wealthy candidates can manufacture the appearance of widespread support through sheer spending power, it becomes exponentially harder for candidates of more modest means to compete. The playing field doesn't just tilt — it collapses.

Chakrabarti made his fortune in tech before entering the political world. He's clearly smart enough to know that retail politics still matters in local races. But there's a difference between earning grassroots support and purchasing it at scale.

San Francisco voters have shown they can see through big-money campaigns — sometimes. The question is whether they'll recognize a manufactured ground game when it knocks on their door.

We'd love to see candidates compete on ideas, not wallet size. But apparently, that's not the district we live in anymore.