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Owned by Rodrigo

Grow Your Business by Leveraging AI Agents, Automation, Paid Ads and Revenue Growth Strategies. Share, Learn and Grow Together.

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13 contributions to Vibe Coders
Pick ONE: Cursor vs Claude Code vs Codex vs Copilot (agent mode) - and defend it.
I'll go first: Claude Code. Why (my POV): - It feels like the most reliable coding partner when you use it correctly: clear task framing, tight scopes, and constraints. - I’m treating my dev work like a product: versioned releases on Git, plus a personal learning.md for decisions + "memory context". - I started this product as vibe coding, but now it’s turning into a production product - and Claude Code helps me keep structure while still shipping fast. Tradeoff / reality check: Even with good hygiene, I’m seeing 50K context usage out of a 200K window just for it to scan and understand files sometimes. Worth it for speed, but the context budget is real. My take: Claude Code wins when you don’t treat it like magic—you treat it like an engineer: - give it a mini-PRD, - curate context (learning.md, changelog, release notes), - force small, testable steps. Now your turn 👇Pick ONE tool and defend it. If nothing comes to your mind just pick from these: what's your bottleneck - context budget, accuracy, refactors, tests, or review quality?
0 likes • 8d
Claude Code. one CLAUDE.md file and it knows your entire business context. the others feel like they're meeting you for the first time every session.
0 likes • 7d
@Aty Paul exactly, the context persistence is underrated. most people focus on the prompt, not on what the model actually retains across the session
How are you marketing your SaaS?
As the title suggests, I’m looking for help marketing my 2 SaaS as a solo founder. Questions I’m struggling with. 1. Which platform to run ads on? 2. How to simultaneously be known for 2 SaaS products? 3. Should I hire a marketing team to sell or hire a marketing cofounder? Tia
0 likes • 7d
what's your current distribution - inbound, outbound, or community?
Lessons from building 4 production apps
1. NEVER one shot anything. Ask AI to make incremental changes. 2. Commit often and Use branches and work trees generously. 3. Start with the backend first. Use Supabase always. 4. Create a backend script to create generic tables and auth setup via sql for new projects so you save time. 5. When starting a new project, use premium models that can set up everything right. I use up to 50% of freemium models for the month before I start rationing. 6. Use free models for minor edits only. 7. Use console logs to as a way to debug. Share it with the AI for faster results. 8. Use Claude OPUS for large audits and ask it to create a detailed .md file with its suggestions. Then make updates to the code fixing one suggestion at a time. Do not ask the AI to fix everything at the same time. That is how you break the code. These are hard won lessons, I learnt building Evallo.app, Anntho.com, Quebeam.com and pulsehud.com. I’m not trying to show off, but I’m trying to showcase what is possible if you put your head down and focus. I am a product manager, turned founder, and if I can do it, you can do it too. What else would you add to this list?
0 likes • 7d
biggest one: error recovery when an agent loops. no fallback logic = hallucinating its way into deleting something important at 2am 💀
Are you also facing a ban issue - or got your Claude account banned?
People are reporting Anthropic warnings/bans when using Claude OAuth (Pro/Max) through third-party tools like Clawdbot (instead of API access). I'm dropping the few links below - anyone here hit by this, and what workaround are you using (API key / different model / different tool)? https://x.com/elijahsystems/status/2016201425273958453
0 likes • 7d
what were you running when it triggered? curious what hit the flag 💀
Anthropic just nerfed OpenCode
https://www.youtube.com/watch?v=LqGWk25F7uw
0 likes • 7d
built my own anyway. never let the platform you don't control be your whole stack ☠️
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Rodrigo Souza
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Joined Mar 13, 2026
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