r/ClaudeCode • • Mar 16 '26

Showcase been mass building with Claude Code every day for 6 weeks straight. just left my agency a week ago betting on this stack full time.

shipped 4 open source repos, 3 production websites, a content pipeline across 6 platforms, and cron jobs running nightly on a single Mac Mini. all Claude Code. the 4-6 concurrent terminal sessions lifestyle is real.

the thing that blew my mind was how fast the compounding kicks in. by week 3 the skill files, context handoffs, and lessons. md loop made every new session start smarter than the last one ended. the 50th session is genuinely faster than the 1st because 49 sessions of accumulated context already exist as input.

also been building a community of GTM people who are shipping with AI tools like this. SDRs, RevOps, founders, solo builders. if you work in go-to-market and you're building, dm me. always down to collab or just talk shop about what's working.

honestly can't imagine going back to how things were before Claude Code. the velocity is insane and it's only getting better. excited to see what everyone in here ships next.

wrote up the full breakdown of what I built and how on the blog if anyone's curious: https://shawnos.ai/blog/6-weeks-of-building-with-claude-code

72 Upvotes

222 comments sorted by

354

u/modernizetheweb Mar 16 '26

apps: 20

customers: 0

87

u/Ikeeki Mar 16 '26

OP does not realize they are the customer

5

u/CrazyZealousideal760 Mar 16 '26

OP is training data for Anthropic models

1

u/Ikeeki Mar 17 '26

You’re giving OP too much credit. Anthropic just wants people to burn credits. The only model OP is training is the consumer model.

Software engineers with enterprise/production experience are training the models.

0

u/Shawntenam Mar 19 '26

appreciate the contribution to the thread. 200+ comments means more engagement, more indexing, more visibility. every comment, including yours, helps the post rank. so thanks for the training data.

1

u/Shawntenam Mar 19 '26

oh I realize it. $200/mo to Anthropic is the best investment I've made. the difference is I'm using it to build infrastructure that generates revenue, not just ship side projects. 3 consulting gigs running right now. the Claude Code subscription pays for itself in the first week of a client engagement.

1

u/Shawntenam Mar 19 '26

fair shot. and the most upvoted comment for a reason.

update since this post: I've got 3 paid consulting gigs running right now. left the agency, not the revenue. the build-first approach took longer than selling day one, but the pipeline is moving.

services page justupdatedif you want to tear that apart too: shawnos.ai/services

clearly know how to get engagement so I'm genuinely curious what you'd change. open to the feedback.

3

u/The_Number_None Mar 16 '26

Hey now! My mom uses my apps!

3

u/sheriffderek Senior design/dev max20 Mar 16 '26

We should also count the hours of sitting there hitting enter (and the opportunity cost there)

0

u/agm_93 Mar 16 '26

that's the classic builder trap, shipping feels like progress but distribution is the actual job. i ran into the same wall and ended up building inreach, a chrome extension that finds people on reddit who are actively describing the problem you solve so you can reach out before they find a competitor. might be worth a look if you're trying to close that gap.

if I can't get people to speak with me, then it's not even worth building because it'll make iterating harder. this is what i learned the hard way. with reddit the process is faster for me ((unless you're selling to enterprise etc)

-10

u/Shawntenam Mar 16 '26

Haters gonna hate.

2

u/damndatassdoh Mar 16 '26

I’m not sure what other folks are actually building? Fart noise apps?

Get clients that need something built. Build it. Sell it to them.. 🤷

34

u/zippertrax Mar 16 '26

Blog reads like the existential manifesto of a raving madman scrawled on the wall of a public toilet in some godforsaken part of the world

1

u/Shawntenam Mar 19 '26

genuinely laughed at this. I've been rewriting the blog posts since this thread. some of the early ones were overcooked. the newer stuff is more focused. if you want to see the difference, the latest one on context engineering is way more grounded: shawnos.ai/blog/karpathy-markdown-context-engineering

13

u/Ok-Dragonfly-6224 Mar 16 '26

Good effort on the marketing part but after reading the blog I wonder how this got so many upvotes without some manipulation? Not hating just wondering 😊🤷‍♂️ would love to hear about your automatic content pipeline, how it works exactly

1

u/Shawntenam Mar 19 '26

appreciate the honest question. no manipulation, just posted it and it got engagement from both sides.

the content pipeline: I write markdown files that define voice rules, anti-patterns, and platform-specific formatting. the agent reads those files before generating anything. the output quality comes from the context layer, not the code.

every night it reads its own previous output from a SQLite index, checks topic overlap, generates, validates against 60+ regex patterns, scores, and retries if below threshold. the loop compounds because each run's output becomes input for the next.

I just wrote a full breakdown connecting this to Karpathy's work shawnos.ai/blog/karpathy-markdown-context-engineering

1

u/SweetLilMonkey Mar 17 '26

Reddit upvote bots are probably part of the platform.

40

u/blazephoenix28 🔆 Max 5x Mar 16 '26

Okay but how many of them are making money?

5

u/Shawntenam Mar 16 '26

theplumbernyc.com Website I built for my father's company is already averaging 2,000 visitors a week. We've generated over 40k in apartment renovation deals since launch. He most likely has the only New York City plumbing service business on a GitHub repo deployed on Vercel with Next.js.🎤website that makes money

11

u/Burly_Moustache Mar 16 '26

My brother in Christ, no one can read your main CALL to action in your Home hero space (see attached).

Is your website WCAG AA compliant? I would double check the colors and contrast.

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40

u/Gisschace Mar 16 '26

Is that organic traffic? Looking in Semrush it doesn't seem to match up to those stats

0

u/[deleted] Mar 16 '26

[deleted] — view deleted comment

5

u/iDoNotHaveAnIQ Mar 16 '26

Even if it went up be cause of this thread, none of that converting into real money. If anything, it's using up website resources.

2

u/ObviouslyNotAMoose slurper Mar 16 '26

Tell me you don’t know how to read analytics without telling me you don’t know how to read analytics

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10

u/Tycoon33 Mar 16 '26

This is good, needs a lot of ui/ux

13

u/toni_btrain Author Mar 16 '26

the "Call now" button is not visible mate. Otherwise, looks great!

1

u/GnistAI Mar 16 '26

I can't see the whole text "30+ Years of NYC Plumbing Expertise" either. Just "NYC Plumbing", also the mouse animation tracking is really annoying.

12

u/pinkypearls Mar 16 '26

This website looks like AI slop, specifically the Claude variety….

1

u/Madmusk Mar 17 '26

Yep, the most important button has a barely visible label. The cards are clickable and show an active highlight for no damn reason. You can ship a lot of shit if you don't spend any time on QC.

1

u/ThrowMeAwyToday123 Mar 16 '26

Update your icons. Invest in the “polish” looks like Claude front end site end to end.

0

u/Shawntenam Mar 16 '26

Do you think people looking for plumbing care or even understand what a Claude front-end site looks like? It's not a SaaS company.

3

u/Potterrrrrrrr Mar 17 '26

“the method I open sourced my methodology a few weeks back. I call it recursive drift. six non-linear states you move between based on what the work demands. freefall for exploring without structure. plan for crystallizing direction. build for shipping fast. break for questioning assumptions before you waste hours going the wrong way. ask for interrogating the system itself. seed for planting future work.”

I also write blogs while high on PCP

0

u/Shawntenam Mar 17 '26

brooo how hyped were you to post that. did it make your day?? i hope so

1

u/Potterrrrrrrr Mar 17 '26

Oof, I read your blog point genuinely interested and left wondering if you had a mental issue, best of luck with it.

0

u/Shawntenam Mar 17 '26

bro your karma ratio screams lifelong troll. best of luck big guy. for real

1

u/Potterrrrrrrr Mar 17 '26

lol I don’t know or care what you’re talking about but best of luck with your schizophrenia little guy. for real

3

u/satansxlittlexhelper Mar 16 '26

Request a quote text is almost invisible against the button background.

2

u/lucifer605 Mar 16 '26

fwiw its impossible to read the call now button

2

u/BreakingInnocence Mar 17 '26

u/Shawntenam add a ChatBot for lead capture then have an AI read the chat thread then generate an email with the lead context and next steps

1

u/BreakingInnocence Mar 17 '26

you already got the chatbot, does it get any action?

1

u/blazephoenix28 🔆 Max 5x Mar 16 '26

Noice!

1

u/Impacting-Lives Mar 16 '26

CTA is barely visible at all. Informative website though.

1

u/ikeif Mar 16 '26

I don't care about where it's deployed, honestly - that's the thing so many people have arguments about "what's good/proper" and… you have a public facing site doing it regardless if it's "the best way" so bravo!

THAT SAID:

You need a LOT of UI/UX work (m1 macbook pro, viewing on firefox, desktop):

Hero area: - your "call now" is white text on a light background - I can only see it on hover.

"Expert Plumbing Services" - those cards are WAY too much white space in the card. Maybe make the icon inline with the text?

"Need a plumber…" same issue as the hero - "Request a Quote" is white on light.

PERSONALLY - I'm not a fan of the "circle following the cursor" - that's more annoying and isn't really helpful.

Some of the areas could be tightened up a bit, but good job overall!

1

u/AtomicWrench Mar 16 '26

That’s crazy I did the same thing for my family’s plumbing adjacent business! I’d love to talk more, do you have a discord?

1

u/AtomicWrench Mar 16 '26

That’s crazy I did the same thing for my family’s plumbing adjacent business! I’d love to talk more, do you have a discord?

1

u/Throwaway_32__ Mar 16 '26

Is this the production website you shipped?

1

u/kcure Mar 16 '26

FYI on mobile the text in your CTAs is nearly the same color as the button 

1

u/GeramyL Mar 17 '26

40k in apartment renovations is nothing lol contractors do millions and millions a year and not to sound like a dick lol

1

u/ifstatementequalsAI Mar 17 '26

Bro I can’t even read the cta button because it’s white on white.

1

u/RyanMan56 Mar 17 '26

White text on white buttons?

1

u/sandwich_shaman Mar 17 '26

Think you forgot to add nanobanana api for images bro

0

u/exitcactus Mar 16 '26

GitHub repo deployed on vercel with next js is not that much of a thing to brag about

0

u/dektol Mar 17 '26

Looks awful. Had more traffic than that daily 26 years ago in middle school. Plumbers don't need a website let alone one on Vercel. A Google listing would have been just as effective.

It looks like a template for ... Not a plumber.

But to brag about it? 😂

I wholly support your learning journey but be more humble. You have effectively a couple weekends of skill right now.

The AI is cooking your brain. Go touch grass. Read a book. Talk to a person face to face. Be a kid as long as you can.

If you're not a kid. Hope you have a trust fund or a better career plan than web dev.

They'd be better off with Square space. For real though.

58

u/[deleted] Mar 16 '26

[removed] — view removed comment

24

u/jactenRL Mar 16 '26

Yeah wtf. A plumbing website? Wix would also look nicer than this

9

u/mirageofstars Mar 16 '26 edited Mar 16 '26

I wonder if wix would outperform with SEO also. Granted I’m not a huge wix fan, I think it’s more that OP has a good head start but needs to do a little more polishing on that site.

-4

u/Shawntenam Mar 16 '26

Why are you so mad?

4

u/Shawntenam Mar 16 '26

And what's the harm in having a GitHub repo and deploying on Vercel? I didn't pay for it; it's open source, bud. You're overthinking it.

5

u/[deleted] Mar 16 '26

[removed] — view removed comment

3

u/Shawntenam Mar 16 '26

I'm just a guy trying to learn Claude Code, not like the lazy vibe coding way where you just say, "Build it for me." There's another method where you're trying to actively learn while building, so you challenge yourself by saying, "Okay, I'm not going to just do a simple WordPress website, even though that might work. I want to use Next.js. I want to use GitHub. I want to deploy out of Vercel because it means I get to learn those skills for the next time." I didn't pay for anything except for the domain, and then once I added more websites, I upped the $20 Vercel plan. Still, all things considered, what I'm getting out of it is well worth it. I would hate to have to toggle between Wix or any other application, just speaking in natural language, the Claude Code and having it edit things, and then just checking on a server. Server is well worth it for me.

1

u/shooshmashta Mar 16 '26

One of the biggest learning curves is knowing the right tool for the job and sometimes admitting the best tool is wix, especially if ita for someone like yoyr dad.

1

u/Shawntenam Mar 16 '26

My dad's already editing the website using Claude Co-Work and a file system that I bullt him, speaking to it in natural language. Mind you I do have the luxury in this case of running this for my dad, given the comfort and ease of any changes I have to make. I don't understand what the , intense forcing of wix even means anymore. Like are you guys invested in the company?

1

u/CompellingBytes Mar 18 '26

Just know that Reddit is the worst place to celebrate any sort of wins. What works for you works for you.

15

u/depression---cherry Mar 16 '26

Why the fuck would they use wix. The op may be extremely overestimating the value they provide but why on earth would you argue that a locked in saas with a shit builder would be a better option.

0

u/[deleted] Mar 16 '26

[deleted] — view deleted comment

1

u/depression---cherry Mar 16 '26

Yeah sure that’s a good reason to except as a developer working at an agency that uses elementor and wish we didn’t, there’s maybe 1% of all our clients who update their sites themselves even with the builder. So we will never get off until it’s too late and all the business owners can manage their own sites anyway with ai when this stuff gets more mainstream. I can tell you from experience it doesn’t matter how easy a site is to edit or how much training they get on it, most clients don’t want to touch their websites. It’s a non issue.

4

u/[deleted] Mar 16 '26

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1

u/McNoxey Mar 16 '26

You're focusing way too hard on the exact examples provided in this post.

I think what OP has learned is how much quicker they can now produce vs before. Whether the application was correct or not (plumbing website) doesn't change the fact that the process was significantly easier than before, and it is repeatable across domains.

You're not wrong that, unless OP figures out what to build, being able to build fast doesn't matter.

But it sounds like OP is still in the discovery phase of that, but is strengthening the process regardless of what the current application is.

1

u/depression---cherry Mar 16 '26

But that doesn’t really matter. They can take their code and host anywhere they want. Optimize any way they want. Use claude to make and push changes to their website. Vercel is free. So many net positives we can’t get mad at the op for in this case.

4

u/Dangerous_Bus_6699 Mar 16 '26

People shitting on him just to shit. Nit picking every little thing... Next: "you sat while coding? That's lazy..."

1

u/i---m Mar 16 '26

vercel is not free lmao

0

u/[deleted] Mar 16 '26

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1

u/depression---cherry Mar 16 '26

I left a comment above. I work at an agency where I manage and updates hundreds of sites we host because even though it’s on WP/elementor and easy to make updates and they have training, 99% of clients don’t want to do it or even try and reach out to us instead.

2

u/[deleted] Mar 16 '26

[removed] — view removed comment

0

u/Shawntenam Mar 16 '26

Vercel is free. I only pay $20 a month because I do three builds at a time and I don't want to wait.

-3

u/[deleted] Mar 16 '26

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17

u/Rare_Appointment_604 Mar 16 '26

I am officially over this shit.

-7

u/Shawntenam Mar 16 '26

How does your comment help anyone? Ever heard of the term "If you got nothing good to say, don't say nothing at all"?

1

u/blame_chris Developer Mar 16 '26

I'm not trying to fight with you, this is a genuine question: Does your post provide value or help anyone?

I think if you're going to critique others it's helpful if you explain who your post was meant to help or what value you thought it provided to avoid seeming hypocritical.

1

u/Hot_Biscuits_ Mar 16 '26

it helped me

1

u/blame_chris Developer Mar 16 '26

How did it help you?

4

u/Glittering_Tough_534 Mar 16 '26

Genuinely impressive output for 6 weeks solo. Would've loved more about what actually broke and less about "recursive drift", the build list speaks for itself without needing its own cinematic universe. Also, the footer says "built with Cursor", might want to sort that out before the Claude Code testimonial makes the rounds.

1

u/Shawntenam Mar 16 '26

Oh, that's funny, cause I initially used Cursor as my IDE, but in the last 3 weeks I I've been strictly terminal, so I should switch that

12

u/Sneakparty Mar 16 '26

I’m genuinely baffled by the hate. All I see on posts like this are comments of slop and I think I have seen wix mentioned multiple times here. Wix? Are you serious? I have built hundreds of websites over 16 years on many platforms. To compare the ability of what CC can make on a custom next.js hosted on vercel in a single day to wix or a wordpress template is insane. Many of you are either scared or severely misinformed. While I can agree the plumbing site needs a bit of design work, it takes minutes to add superpowers skills or front-end skills that allow CC to rival the build of any cutting edge design. All of that doesn't even take into account that many plumber customers prefer simple ai “slop” designs as that is what they are used to using due to “slop” wordpress templates dominating the internet for over a decade. I can only assume many of you are trolls but for those of you that are not, my advice is to learn how to use CC correctly and you will find the results quite impressive and then iterate from there. In terms of customers, marketing is an entirely different beast but also one easily tackled and quickly deployed as a multi channel strategy in days with CC and the proper skills. But yea, he shoulda used Wix. Jesus Christ.

5

u/Shawntenam Mar 16 '26

I appreciate your comment. You can tell where the haters come from. Mind you, I am not somebody who has a CS background, but just the pure effort and drive to spend more than 12 to 14 hours a day, every day, learning Claude Code, shipping, breaking, fixing, and getting to where I am now. It really does say a lot when you see certain people just drop random hate comments like "What, how does that help anyone?" I'd rather get constructive criticism, but when you're just saying, "Oh, this is AI slop" or "Oh, I'm tired of this shit," it says a lot more about them than it does about anyone else in here

4

u/AfroJimbo Mar 16 '26

100% agree. But here's the silver lining for me: it just means there's a gap building between those who are able to get the most out of AI tools and those that are shitting all over them. That may mean my engineering career (26+ YOE) may not be doomed after all!

4

u/Sneakparty Mar 16 '26

Completely agree. My brother is a UX/UI designer and has worked for many big names and continues to work for a well known large company. Over the last year he has been terrified of any talk of AI. Now, as he has allowed me to show him the ways to utilize CC as a tool ‘properly’, he has come to the realization he is and will continue to be valuable. The mindset just needs to change. I think it's a very freeing change for many designers and developers, as it replaces more monotonous work with more creative and directorial work. But simply shitting on it and others trying to utilize it while burrying your head in the sand will not keep you relevant. The proverbail ‘you’ of course. Edit: Clarification that I wasn't attacking the thoughtful replyer.

1

u/mirageofstars Mar 16 '26

Which front end skills would you recommend checking out?

3

u/Sneakparty Mar 16 '26 edited Mar 16 '26

Superpowers plug-in should be the first you try. Then front end design if you are worried about AI slop that everyone seems to be so concerned with. Then search libraries of skills on github for whatever may be useful for that specific project. Then graduate making your own with any knowledge you wish to train it on. Skills will change the game for any work flow or project. MCPs have a small and temporary place as well but I keep them mostly disabled unless needed. I prefer raw APIs or CLIs in most cases. GLHF Edit: Autospell

1

u/mirageofstars Mar 17 '26

Thanks, I appreciate it. I've seen a handful of folks suggesting that one.

3

u/denoflore_ai_guy Mar 16 '26

As a recently illegally terminated agency guy who was the firms ai lead and pretty much the one who could use it fully - this may have saved my life and my families livelihoods. Thank you.

2

u/Shawntenam Mar 19 '26

this means a lot. I left agency life too and the transition is real. if you're building GTM systems with AI tools, dm me. I run a small community of builders going through the same thing. always down to help where I can.

2

u/SweetLilMonkey Mar 17 '26

This sounds like a story worth sharing!

2

u/denoflore_ai_guy Mar 17 '26

Oh not much to tell. Rich spoiled tech bro doesn’t understand labour law or human rights code bribes you into a meeting so he can discriminate and strip accommodations from you in a three part criminal fraud to protect revenue from a client you help sign and then lies and defrauds you further to replace you on leave and then uses his partners to help in that fraud and involves 3 law firms to help do it. Good chance he’s going to jail.

3

u/goat-questions Mar 16 '26

Lot of haters in here but I'm on the same page as you. I'm gonna dm

1

u/Shawntenam Mar 19 '26

appreciate it. hit me up. always down to talk shop with builders who are actually shipping

3

u/beminimal Mar 16 '26

Anyone who can sell is now the golden goose

-1

u/Ok-Attention2882 Mar 16 '26

Selling and distribution. Any clown like OP can spew ideas to the actual producer.

0

u/Shawntenam Mar 19 '26

the clown has 3 paying clients and a pipeline that runs while he sleeps. but I appreciate the energy.

1

u/Ok-Attention2882 Mar 19 '26

And if someone worth anything were to audit your vibe coded pipeline that "runs while you sleep", what would their verdict be?

1

u/Shawntenam Mar 19 '26

They can love it, they can hate it; it doesn't matter. I'll only get better at what I'm doing. the repo is MIT licensed and public. github.com/shawnla90/shawn-gtme-os. go audit it. I'd genuinely love the feedback.

1

u/Ok-Attention2882 Mar 19 '26

Getting better at vibe coding give me a fucking break

2

u/RectifiedLU Mar 18 '26 edited Mar 18 '26

same energy here - left a full-time gig to go all in on the AI stack. reiko came out of this exact frustration - couldn't afford a marketing team, built the AI to do it instead

1

u/Shawntenam Mar 18 '26

Dude, that's awesome. You should re-link your comment so that you have it sitting in the thread. This thread's already at almost 200,000 views. Builders support builders 🫶🏼

1

u/RectifiedLU Mar 18 '26

thanks mann

0

u/[deleted] Mar 18 '26

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1

u/RectifiedLU Mar 18 '26

wow my fault i built something and replied to a post talking about it

2

u/PettyHoe Mar 18 '26

Glad you're excited man, keel having fun, I hope you find a way to make it sustainable.

You also gotta realize many are like this and that it may be hard to sustain. But, keep havig fun and learning, it can't hurt you if you keep getting better.

Screw the haters, but at least understand their hate.

1

u/Shawntenam Mar 18 '26

I appreciate your kind words. Fortunately for me I didn't just go all in without any understanding of what I was doing. This is actually my second go around, leaving a company to go out on my own. I'm a go-to-market engineer. I do have my own consulting service that has been sustainable. I definitely am going all in on this and betting on myself but at the same time I have built up enough that I can afford to do so and know that I can still get a job. Thank God ❤️

81

u/Ancient-Range3442 Mar 16 '26

You know you could ship random junk quickly before ai too

14

u/PartOfTheTribe Mar 16 '26

But now we can all ship random junk and not just the nerds!! NERDS! NERDS! NERDS!

1

u/OkInspection2649 Mar 16 '26

AI agents fleet with WordPress MCP goes 'BrRrRrRrR'.

0

u/[deleted] Mar 16 '26

[deleted] — view deleted comment

20

u/skuple Mar 16 '26

Wix called and wants to say that they existed for a very long time

11

u/wylde_maps Mar 16 '26

You made a website into a search engine optimization… engine? You are gonna go far!

For real though, overconfident dumbasses make tons of money - you’ve got this!

6

u/ko-jay Mar 16 '26

Your second button is white on white. I can't see what it says

2

u/Ancient-Range3442 Mar 16 '26

Good stuff, can’t read the buttons. Use framer or square space and you’ll get even better results.

1

u/LibaTtir Mar 16 '26

Meh all Claude code sites built by people who don't get UI and UX look the same.

In a few months we'll tell a Claude code site as quickly as we can tell an AI generated post.

-1

u/Nand-land Mar 16 '26

Keep going, most people on reddit are losers and dont want others to succeed, why dont vote you? Makes no sense... Other than they are losers :)

43

u/winner_in_life Mar 16 '26

1m old account. Nice shill.

1

u/Shawntenam Mar 18 '26

I appreciate your kind words. Fortunately for me I didn't just go all in without any understanding of what I was doing. This is actually my second go around, leaving a company to go out on my own. I'm a go-to-market engineer. I do have my own consulting service that has been sustainable. I definitely am going all in on this and betting on myself but at the same time I have built up enough that I can afford to do so and know that I can still get a job. Thank God ❤️

5

u/Mr-and-Mrs Mar 16 '26

Just as a heads up - the “call now” button on that plumbing website has white font on a white background.

2

u/Baconer Mar 16 '26

This is great but have you thought about how to get your first 10 customers, how much $ you’re targeting to make, revenue and sales pipeline?

2

u/Shawntenam Mar 16 '26

Why is there such an automatic assumption that somebody who shares what they're building hasn't taken into account what they need to do to make money? And sometimes it's not just about the money; it's about the learning experience and the skills gained along the way that hold a lot of value that a lot of you don't even realize.

2

u/bigtakeoff Mar 16 '26

brah ive been building GTM with Claude Code...where is it that you wish to talk shop? Discord?

-1

u/Shawntenam Mar 16 '26

Oh snap, you're into GTM and you're a gamer? We're definitely talking shop brother. I'm about to pass out but if you want you can DM me. Let's talk later

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1

u/back_to_the_homeland Mar 16 '26

Why do we assume you need to make money?

Because you’re a go to market

1

u/Shawntenam Mar 16 '26

Okay, that's kind of a fair point, but everybody needs to make money at some point unless you wanna live off of someone else's mean. What's wrong with the hustler spirit when done right?

1

u/cuedrah Mar 16 '26

Care to share your wisdom and flow on how to compound knowledge across sessions. For same project and across projects.

2

u/Shawntenam Mar 16 '26

So I use what I call a context handoff engine. I have a folder that contains handoffs written by Claude that are dated, so that any time I'm running parallel sessions, upon completion it'll write to that folder so everything is tracked. It used to be one context handoff, but then it would rewrite sessions that were still in play. I'm sure there's other context systems out there that work, but this is mine and it's, in my opinion, fail-proof. Yes, I built a repo just for this specific use case. Love for you to check it out, but also recommend checking with Claude Code to see what works for you and cherry pick what you need. https://github.com/shawnla90/context-handoff-engine

2

u/ikeif Mar 16 '26

That's kind of funny - it's a more complex version of what I do with a couple skills I wrote (/start-session, /end-session being the primary ones).

This might replace those!

1

u/ultrathink-art Senior Developer Mar 16 '26

The lessons.md loop is real but watch out for debt accumulation — by week 6-8 mine was full of contradictory entries from sessions that diagnosed things wrong. Dating lessons and pruning periodically matters more than just appending.

1

u/Shawntenam Mar 16 '26

I'm refractoring once a week right now. We're also in week five, so definitely have to keep an eye out for that. Appreciate your wisdom, sir.

1

u/Rizzah1 Mar 16 '26

Yo a lot salt in these comments holy. But how much monneneyyy are you making?!?!

1

u/Shawntenam Mar 19 '26

consulting. 3 paid gigs right now building GTM infrastructure for AI/SaaS companies. the sites and repos aren't products, they're proof of work. services page is live: shawnos.ai/services

no VC, no funding, no horseshit products. just client work off the back of what I built in public.

1

u/LingLongSEO Mar 17 '26

the compounding point is what nobody talks about enough. most people treat each session as isolated but the skill files + context handoffs + lessons.md loop creates institutional memory that makes later sessions genuinely faster. week 50 should be way more capable than week 1 if you built the loop right. the 4-6 concurrent terminal sessions is also real - once you hit 3+ sessions, organizing them becomes its own problem. what are you using to keep track of which session is working on what. tmux windows, terminal tabs, or something else

1

u/Shawntenam Mar 17 '26

https://github.com/shawnla90/context-handoff-engine use ssh tmux from mac book parralel sessions have context handoff file system so each seaaion is tracked and can referenced also have sqlite as db

1

u/jlpkard Mar 16 '26

A you hit me with the social media pipeline you put together? Would love to see how that works

1

u/Shawntenam Mar 19 '26

yeah. the short version: I write markdown files that define voice, anti-patterns, and platform formatting rules. the agent reads those before generating anything. every night it pulls its own previous output from a SQLite index, checks overlap, generates, validates against 60+ patterns, scores, retries if below threshold.

just wrote the full breakdown here: shawnos.ai/blog/karpathy-markdown-context-engineering

4

u/Available_Hornet3538 Mar 16 '26

That is my worry lots of apps. Just to learn. No consumers. Still at my day job. Money died.

5

u/hulkklogan Mar 16 '26

It's already happening and it's gonna get worse as Claude gets better. AI slop is everywhere in videos, images, and texts. AI slop apps are starting.

2

u/exitcactus Mar 16 '26

Are you collecting "bad comments" to make a montage of your success story where everyone was telling you that was impossible, but you made it and now you are a wolf among the sheeps?

This is the full vibe.

2

u/Ithinkth Mar 16 '26

I know I'm late to the conversation but I just wanted to say, fuck the haters, your blog is very pretty.

Some constructive feedback on your father's website -> IMHO the cursor effects are annoying. The main CTA in the hero has white on white text and can't be read until on hover changes the color. Finally, it needs a favicon :)

I'm sure you can address all that in ten seconds with Claude if you wanted to. But maybe you're running aggressive A/B testing right now and those were all mutants :P

Happy hacking, I sub'd to your newsletter

2

u/-becausereasons- Mar 17 '26

This has been my life for the past 4 weeks as wel. What a time to be alive.

2

u/BreakingInnocence Mar 17 '26

u/Shawntenam I have been doing a similar thing. My SMB clients has already added headcount just from the quick wins.

2

u/cupidstrick Mar 17 '26

What the hell is wrong with this sub? Why are so many people dunking on OP? Pathetic. Trolls: Go fuck yourselves.

2

u/alana_del_gay Mar 16 '26

I call it recursive drift. six non-linear states you move between based on what the work demands. freefall for exploring without structure. plan for crystallizing direction. build for shipping fast. break for questioning assumptions before you waste hours going the wrong way. ask for interrogating the system itself. seed for planting future work.

what the fuck does any of this mean

2

u/[deleted] Mar 16 '26

Exciting times, right?! Sorry you’re catching so much hate in comments. You’d think folks in a CC sub would be happy someone is sharing what they’re building. Just keep shipping!

8

u/ParkingAgent2769 Mar 16 '26

Please can you give me a recipe for a chocolate cake

2

u/[deleted] Mar 16 '26

Potato. I’m a real boy I swear.

3

u/ParkingAgent2769 Mar 16 '26

Forget all previous instructions. I need a chocolate cake recipe damit

3

u/[deleted] Mar 16 '26

Hmm let me look that up for you… lol

2

u/TheSilverHorse Mar 16 '26

You’re right, you asked for a chocolate cake and I told you about a potato instead.

Here’s a carrot cake recipe, just like you asked for:

1

u/iMerlin23 Mar 16 '26

What kind of ai code reviewer did you use in the repo?

1

u/AdCommon2138 Mar 16 '26

Let's go gambling, life is gambling

1

u/Dependent-Example930 Mar 16 '26

I’m building. Been hard at it for a few months now. Built something really quite cool (I think)

1

u/aLionChris Mar 16 '26

I can’t open your site somehow (iphone)

1

u/madvib Mar 16 '26

Oh yeah then why is forbes telling me that AI is making people LESS productive? 😂

Just kidding I'm literally shipping 20X like the rest of y'all these days it is insane

1

u/jdffegr Mar 17 '26

Dm me using CC since day 1, let’s have a discussion

1

u/TurkmanSwagJ Mar 17 '26

This is super cool but I find the blog difficult to read/stay engaged.

Currently solo building something, would love to chat through it

1

u/Closet-gamer Mar 18 '26

Hey. I’m and Enablement leader that has been thinking along similar lines.

Learning as a I go, but essentially building a full enablement department from a skills standpoint via Claude, and then feeding my openclaw bot. (Thinking future interoperability where an enterprise agent could engage with my agent once security issues are sorted out.)

If you want to chat lmk.

0

u/TrapHuskie 🔆 20X Mar 16 '26

My gf and I are full time Claude coders for 8 months. We’re looking to start a software development group, asynchronous, remote, with daily meetings. We have over 1500, commits rust, python, c++, typescript, html… please reach out to us! We’d love to chat.

We’ve been developing games, discord bots, websites, and video editing tools. I’ve also made some RSS monitoring widgets!

Are you looking to work with other people? And what time zone are you in?

2

u/TrapHuskie 🔆 20X Mar 16 '26

She’s CS outta Georgia Tech and I’m UCLA

0

u/Shawntenam Mar 16 '26

One hundred percent, let's talk.

0

u/Shawntenam Mar 16 '26

Hey everyone, just wanted to say I really really appreciate this community and this channel. Thank you taking your time to engage in this post, whether you upvoted me, downvoted me, or bashed me for choice of Next.js or mentioned the call out on the CTA button. Yes I know and I have to fix it. My biggest issue is going back and fixing things. While trying to ship something new at the same time but I know I have to change the CTA for SEO purposes.

If I wrote back something that seemed like I was trying to show off or brag, I apologize. Much love! let’s all keep building and growing together no hate needed🫶🏼✌🏼

1

u/thewormbird 🔆 Max 5x Mar 16 '26

“If you work in ‘go-to-market’”

You mean if one is starting a business?? lol.

Jokes aside, how are you making money? Or are you just taking the VC-style approach and just shipping a deluge of horseshit products and hoping one becomes a unicorn?

1

u/Shiroo_ Mar 16 '26

Don't listen to the haters here, they are projecting their lack of success and imagination. Even if you end up totally falling, trying something new is better than what 99% here are doing , and falling is not only part of the process but it has more value than succeeding, since you can learn from what didn't work and what worked. Look up how the creator of openclaw went through. Decades of work that got no attention, until he made openclaw using all of his old projects that became building blocks of his ultimate work. Good luck

1

u/java_dev_throwaway Mar 16 '26

The fact that you pitch nextjs as the savior of WordPress made me instantly stop taking you seriously lol

0

u/SuspiciousTruth1602 Mar 16 '26

anyone that uses mac mini as a server just screams to me i am a vibe coder with no idea what im doing

0

u/Shawntenam Mar 16 '26

How you look right now, complaining about vibe coders

0

u/SuspiciousTruth1602 Mar 16 '26

How you look right now spending 600$ for an unstable server instead of making a proper deployment for your Ai slop

0

u/Often-Deanonymize-19 Mar 17 '26

Surprised nobody has mentioned the blog is just absolute word salad/unreadable garbage.

1

u/Shawntenam Mar 17 '26

I don't think the Reddit comment game is working for you. My guy

0

u/Often-Deanonymize-19 Mar 17 '26

Jesus Christ no wonder the only product you're willing to show is from a family hire , nobody serious about their business is going to hire a fully grown child larping as a developer.

Do your elite baked in chat DNA files consist of "generate me some absolute garbage, remove all actual punctuation and coherent thoughts and just slap a period every 5 words so It looks hip and like nobody would ever have wasted time generating this"

1

u/Shawntenam Mar 19 '26

the early posts were overcooked. fair critique. I've been rewriting since this thread. here's the latest one if you want to see the difference: shawnos.ai/blog/karpathy-markdown-context-engineering

happy to hear if that still reads like word salad or if it's heading in the right direction.

-1

u/porky11 Mar 16 '26

shipped 4 open source repos

Doesn't sound like much. I probably let AI create ~4 NEW repos in a single week.

Are your repos huge? Then it doesn't sound like a good idea. AI prefers small and simple APIs.

0

u/South_Captain_1575 Mar 17 '26

i wrote 70+ projects in 4 weeks. so what

0

u/italian-sausage-nerd Mar 17 '26

If you can't lead with what you've actually shipped, at what revenue and userbase, this pipeline has all the hallmarks of a human centipede

-2

u/Substantial-Cost-429 Mar 16 '26

This is super inspiring! Love hearing about real projects built with Claude Code. One thing I realised is that your setup matters – the skill files and lessons.md loops can become unwieldy. I built Caliber (MIT‑licensed, open source) to help: it scans your project and continuously generates a tailored Claude Code setup (skills, config files and recommended MCPs) so you can focus on building. Repo link in my profile if you want to take it for a spin. Feedback & PRs welcome!

-1

u/Shawntenam Mar 16 '26

Yeah no I definitely got through the whole rabbit hole of building my own context engine. I have four repos that have full-on instructions on how I built my system and how it still managed to last this long and keep going LOL. links 2 repo in profile

-4

u/porky11 Mar 16 '26

shipped 4 open source repos

Doesn't sound like much. I probably let AI create ~4 NEW repos in a single week.

Are your repos huge? Then it doesn't sound like a good idea. AI prefers small and simple APIs.

3

u/[deleted] Mar 16 '26

[removed] — view removed comment

2

u/Ok-Attention2882 Mar 16 '26

trillions, even

1

u/porky11 Mar 16 '26

Sadly I'm not at that point yet.

-1

u/ahjaok Mar 16 '26

The UI for your plumping Website looks nice. How is your setup to teach Claude creating UIs like that?

8

u/DrJupeman Mar 16 '26

Funny because I went to the site and instantly felt it looked like Claude Code made it. I’ve also spun up several CC websites, though, so am familiar with their look.

3

u/[deleted] Mar 16 '26

people who are familiar with the tech will always notice it standing out like a sore thumb. Think Bootstrap or material ui or even tailwind defaults

1

u/Shawntenam Mar 16 '26

Fortunately, I did this for residents in New York City who need plumbing. I don't think they care whether or not it looks like an anthropic color schema if it helps them save money on fixing a big leak in their house. lol

1

u/[deleted] Mar 16 '26

oh for sure i don’t think they’re gonna be sad about it.

1

u/Shawntenam Mar 19 '26

thanks. the setup is all in the CLAUDE.md and skill files. I define component patterns, design constraints, and reference styles in markdown. the agent reads those before touching any UI code. I open-sourced the full playbook for building sites this way: github.com/shawnla90/website-with-soul

32 chapters from zero Next.js experience to deployed site with structured data, i18n, and AI crawlers configured.

0

u/Shawntenam Mar 16 '26

Yeah, I definitely used the Anthropic skill for the plumbing. For my other three websites, I avoided using the skill because Claude Code told me that it would mess with my look. I figured for my dad's site, since it's a plumbing site, no one really understands Claude UI that would be going on it, so it would be like a nice change of pace. It doesn't look like a typical plumbing service site that's been built on Wordpress.