Claude Sonnet 4.5 dropped today. Tested it on a production feature.
The difference:
• Reads relevant codebase before touching anything
• Stays sharp after context compaction (finally)
• Self-initiates plan mode even in auto-edit
Context fills faster, but the tradeoff?…
500+ LaunchFast files analyzed by AI agents this week
They documented features I forgot I built
The future: AI that knows your codebase better than you do
What AI workflow changed how you work?
30% of users drop off after clicking "pay"
The "magic click" reality hits: this costs real money
Now testing psychological prep before checkout
What user behavior surprised you most?
350 LaunchFast users taught me something counterintuitive:
54% use product research, 49% market analysis (obvious features)
But 32% export raw data - a "boring" feature with huge hidden demand
What unsexy feature do your users actually love?
started hosting a laid back builder jam session in @buildshipmarket@automatingwork came through with a insane demo on how he's using claude code to automate his ecommerce store
also showed a demo on how we're claude code sdk for general purpose ai assistants in slack
$25K MRR built without knowing databases, JavaScript, or edge functions
Started with AI tools, learned while shipping LaunchFast
Best builders execute first, learn while fixing
What requirement is stopping you from starting?
Lost $8K because I couldn't score products like Amazon's A10 algorithm
Built A10-F1 dual scoring: profit potential + market balance
Transforms 40hrs research → 2min automated analysis
What data are you analyzing manually?
8 months ago: knew nothing about coding
Courage + AI tools + unfinished projects taught me everything
One idea → Supabase, next → APIs, webhooks, step by step
Now: 6-figures from development, full-time in Cursor
What unfinished project taught you the most?
10x daily manual rank checks → built automated tracker
Users were obsessively refreshing Amazon rankings
Now LaunchFast shows real-time changes automatically
What manual task are your users doing repeatedly?
Running 350-user SaaS + Amazon's Choice badge + highest sales month ever
All solo, no team
Right systems let one person dominate industry-sized teams
What's your unfair systems advantage?
40hrs/week tool hopping, screenshotting data to Notion
Built LaunchFast to automate my entire research workflow
Now 2 minutes vs 40 hours per product
What manual process is eating your time?
My feed is full of founders hitting $10M ARR. My reality is fixing bugs on a Sunday. Don't confuse the highlight reel with the work.
Shipping consistently, talking to users, and fixing what's broken isn't glamorous. But it's the only playbook that actually works.
From FBA operator to SaaS builder, the biggest lesson wasn't about code, it was about systems.
The fastest way to build is to stop chasing shiny ideas and start building boring, repeatable processes.
Your takeaway this week: Pick one messy task you did manually, and spend…
Instead of just letting people cancel, LaunchFast now offers a direct call with me during the cancellation flow. I’m betting that showing users how to unlock the full value will cut churn. Let’s see.
Stop chasing traffic. Fix your landing page first. My 4-point checklist for a high-converting page:
✅ One clear promise in the headline
✅ Social proof above the fold
✅ A single, obvious call to action
✅ Simple language, no jargon
This takes 3 hours and will double your…
The secret to a 4.0 GPA isn't studying harder—it's building a better system. @cursor_ai is free for students and it’s the only tool you need.
Research with Perplexity, write with custom agents, and build HTML study guides from your notes.
It’s an entire academic workflow, all…
I built an AI agent that automates my entire content strategy.
It scrapes LinkedIn for viral ideas, writes tweets in my voice, and even generates the images—a full content machine running on n8n.
👉🏼 I'll send the full workflow to everyone who comments "AGENT" and RTs. (Must be…
I wasn't a coder. I just built a new tool every day—meme coin trackers, anything I could imagine. The breakthrough wasn't writing better code, it was getting better focus. I picked one idea (LaunchFast), partnered with friends who had distribution, and now we help thousands of…
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Data accumulation expert.
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