u/vedantk21

Claude vs Wingman after 1 month, not really the same category after all?

So context: i've been paying for both claude pro since the start and wingman for ~3-4 weeks and finally figured out why I don't feel guilty about it.

Claude is where I do deep work ie long-form drafting, research, anything that needs me sitting at the laptop with coffee and 90 mins of focus.

Wingman is the 50 small things I burn through during the day, like replying to an email between meetings, or random shit like summarizing 4 unread group chats or drafting a quick linkedin reply on the train.

After testing both simultaneously, i figured they're not competing for me.

One is a desk, one is a phone.

People keep asking "which one do i cancel" and i think neither, they do different jobs.

The mistake is treating every AI tool like it has to replace every other one.

Anyone else running both for similar reasons?

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u/vedantk21 — 1 hour ago

Magic links vs OTP for B2C, which one wins in your data?

We've been going back and forth on this for a couple of weeks and the team is split.

OTP feels faster and iOS/Android autofill makes it v smooth.

But our deliverability dashboard says ~3% of users never receive it, carrier filtering, mostly, and SMS bills are not nothing.

Magic links feel more modern and the cost per send is basically zero.

But "open your email, find the link, click, switch back to the app" is v tedious UX, leading to the dropoff.

We tried OTP on mobile + magic link on desktop combo and saw some mixed results there too.

As for tools for this setup we tried Clerk and Descope, but still early / exploring / open to other ideas.

If you've measured this on a real B2C product, completion rate, time-to-first-action, retention impact, what did your data say?

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u/vedantk21 — 1 hour ago
▲ 34 r/aws

Is Amazon Cognito a good choice long term? Alternatives?

Building an MVP right now and keep seeing mixed opinions on Amazon Cognito. Some people say it’s great because you don’t have to manage auth yourself. Others say costs + complexity become painful as you scale.

For people who’ve used it: was it worth it? did you eventually migrate away? any better alternatives for startups/simple SaaS apps?

Trying to avoid rebuilding auth later 😭

Update/edit: now considering Auth0, but most folks are saying its costly, descope is also an option - has less reviews on the market but it seems more customisable, stytch / firebase are decent options too but cost/feature parity is again another ongoing discussion.

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u/vedantk21 — 1 day ago
▲ 2 r/SaaS

Good Stytch alternatives for products doing both B2C + B2B auth?

Been exploring Stytch recently and got a bit confused by the separate B2C vs B2B pricing/products. I get why the use cases are different, but for products that start self-serve and later add org/team support, it feels like the lines blur really fast.

Curious what people here are using instead for: passkeys, social auth, org/tenant management, enterprise SSO, and user migration between personal → company accounts

Would love honest opinions from people who’ve scaled with these.

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u/vedantk21 — 2 days ago

[Berlin S2 Review] I bailed on Berlin after S1 E7. Gave it another chance with S2 and I owe this sub an apology.

Last month I was one of the loud voices here saying the spinoff was a corporate cash grab.

The Paris setting felt sterile, Camille subplot was awful, and heist mechanics didn't track on rewatch, and the English dub was so off my brain kept rejecting the audio. I dropped it.

Friends kept telling me to give S2 a shot (launched today). Doing it rn and 6 episodes later.

Almost every problem I had is gone.

The Spanish countryside fits this character, Berlin lives in operatic stakes and Paris-glass was the wrong register.

Pedro Alonso is finally being given material that matches his range

Candela has agency from her first scene in a way Camille never did.

The ep 6 candlelit dinner is the best scene in the franchise since Bella Ciao and the reveal in ep 7 ooofff.

And the dub is smooth af this time. I watched eps 4–6 dubbed and forgot I had the audio set wrong.

I don't know what they changed between seasons. New showrunner direction? Different post pipeline? Whatever it is, every other Spanish-language Netflix show needs it.

If you bailed on S1 like I did, give S2 a second chance. If you bailed because of the dub specifically, S2 is a different experience.

What's everyone's take? Drop your ep-by-ep reactions below.

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u/vedantk21 — 5 days ago

After testing a bunch of lipsync tools, there’s one failure mode I can’t unsee anymore. The moment something crosses the mouth, hand, mic, whatever, most tools still just… fall apart

You still get:

1/ a mouth painted on top of a hand
2/ teeth on a microphone
3/ flickering lips fighting the occluder

It looks straight up cursed.

So I dug in deeper. What’s happening (from what I can tell) is most models aren’t reasoning about visibility, they’re just trying to generate a mouth every frame, so even if the mouth is blocked, they still try to “draw” it.

What seems to fix it (if you’re building this yourself):

1/ classify each frame first: mouth fully visible / partially occluded / fully occluded
2/ only run lipsync on visible regions: for partial occlusion → mask out the hand/mic. model never sees it → doesn’t try to overwrite it
3/ don’t generate anything when fully occluded: just pass the frame through untouched.

And resume lipsync when the mouth is visible again.

From what I’ve tested so far:

  • sync.so → handles this properly (occlusion flag)
  • Magic Hour → decent on partial occlusion, still inconsistent on full
  • MuseTalk / Wav2Lip → basically ignore this problem

Wdyt abt this approach?

u/vedantk21 — 23 days ago