/TECH

Claude Code's Thariq urges prototyping mockups to cut API costs

TH

SO

He shared the cost-saving workflow at South Park Commons.

Combined views

61.5K

2 posts, first seen 9h ago

539 likes

Reactions from ranked influencers

2 posts

ET Evan Tana@evantana

9:25 AM · Jul 17, 2026

The fastest way to build is to find the cheapest way to learn. Claude Code's @trq212 talked about this when he came by @southpkcommons.

ET

Evan Tana@evantana

AI coding is changing faster than almost anyone can keep up. It's impossible to predict exactly where we'll be a year from now. Claude Code's @trq212 (@southpkcommons alum and 2x founder) came back to SPC to talk about what's on the frontier. (00:00) From Startup Founder to Anthropic (03:33) Building Better AI With Claude Code (07:21) The Capability Overhang (12:17) How Anthropic Builds AI Products (17:51) Prompting Claude More Effectively (30:58) How AI Is Changing Product Teams (41:11) Advice for AI Founders

TH Thariq@trq212

11:47 AM · Jul 17, 2026

789TECH

building prototypes of mockups, schemas, data models, proof of concepts, etc. is the best way to avoid spending tons of tokens before realizing you don't want the output

ET

Evan Tana@evantana

The fastest way to build is to find the cheapest way to learn. Claude Code's @trq212 talked about this when he came by @southpkcommons. https://twitter.com/evantana/status/2077783840441909265

Combined views

61.5K

2 posts, first seen 9h ago

539 likes comments

56 comments

324 saves

31 reposts

Sentiment

Positive66.6%33.4%Negative

Positive Read

Positive users praise the engineer's tips on early prototypes and validation when building with Claude to save time and tokens, while others criticize Anthropic over sudden Fable 5 access restrictions and overcharging.

Based on 19 visible X reactions from 56 accounts; directional sample.

Digg Deeper

Ask a question below.

Published answers will appear here.

He shared the cost-saving workflow at South Park Commons.

Reactions from the X community

JD Jared Davis@jareddavisoba

12:19 PM · Jul 17, 2026

As you continue to allow the Chinese to distill US models, you continue to deny your customers access to good models, you overcharge and outright price gouge with your models. Grok 4.5 = Opus 4.8 for 6 dollars, Kimi K3 = Fable 5 for 15 dollars. It's frustrating to see Anthropic fall.

LI Liocoh@liocoh

11:59 AM · Jul 17, 2026

@trq212 Same reason I do the boring spec pass first - a rough schema or a fake data model tells the agent what "done" looks like before it burns tokens guessing. Cheapest tokens are the ones you never spend because you caught the wrong direction on paper.

JS jsnode@thejsnode

11:52 AM · Jul 17, 2026

@trq212 Love this approach prototypes save time and tokens. Validating early beats costly detours.

NA nassar@nassarhayat

12:24 PM · Jul 17, 2026

@evantana @trq212 @southpkcommons Great take. Opposite of turn your brain off.

View all

RO Rondo@rondo_ina_condo

12:05 PM · Jul 17, 2026

@trq212 How are you guys so smart as a company but also so dumb and clueless

AS asukahikari03@Anakin1911806

11:51 AM · Jul 17, 2026

@trq212 So where is fable 5? What the hell are you actually doing?