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@heynmodi
984 followers Ā· 100 posts analyzed
(likes + RTs + replies) / views
4.6 avg per post
0.1 avg per post
178 avg per post
Content patterns and recommendations based on performance data
Personal milestones with numbers perform best. Tweet 21 about shutting down a side project (21 likes, 19 replies) and Tweet 19 about hitting 11 paid users (7 likes) drove the highest engagement. Vulnerability + specific metrics = conversation starters.
Contrarian takes on AI hype generate discussion. Tweet 2 challenging "vibe coding democratization" (5 likes, 4 replies) sparked debate. The account performs well when questioning mainstream narratives rather than echoing them.
Questions asking for examples get responses. Tweet 8 asking what people are actually building (2 likes, 3 replies) and Tweet 10 requesting AI app examples both generated replies despite lower likes.
Generic AI observations without personal stakes fall flat. Tweets like Tweet 26 about team sizes (0 likes) and Tweet 22 about solo founders (1 like) are too detached. The account's audience doesn't engage with third-party observations.
Listicle-style tweets with checkmarks underperform. Tweet 4 about AI agents (0 likes) and Tweet 9 about building with AI (3 likes) use bullet formats but lack the personal narrative that drives engagement.
Meme reposts without original commentary get ignored. Tweet 11 about Openclaw (0 likes) and Tweet 18 about Pepe meme (1 like) show media alone doesn't carry weight for this account.
Focus on 11:00-12:00 UTC and 23:00 UTC windows. The data shows these slots capture the account's audience when they're most active. Weekend posting (Friday-Sunday) consistently outperforms weekdays.
Reduce frequency, increase substance. @heynmodi is posting too often with shallow content. The account should shift from daily updates to 3-4 high-quality posts per week that share actual progress, struggles, or questions.
Thread the big milestones. Single tweets about revenue/users work, but threading the full story (how it happened, what didn't work, what's next) would drive deeper engagement.
60% building-in-public updates with real numbers. Revenue, user counts, feature launches, failed experiments. The account's best content is transparent founder journey material.
25% provocative questions to the AI/vibe-coding community. The account should lean into asking hard questions about what people are actually shipping, not just hyping. This positions @heynmodi as a critical thinker, not another echo.
15% tactical lessons from the trenches. Not generic advice, but specific "here's what I learned trying X" posts. Tweet 7 about AI making the account 10x (4 likes, 9 replies) worked because it was personal experience.
Cut: Political tech news, meme reposts, generic AI trend commentary. These consistently underperform and dilute the account's founder identity.
Lead with personal stakes, not observations. Compare "AI isn't killing jobs" (weak) vs "AI made me 10x as a solo founder" (strong). The account should start tweets with "I" not "Everyone."
Replace checkmark lists with narrative. Instead of "ā 80+ users ā Zero marketing," try: "Hit 80 users without spending a dollar on ads. Organic X mentions are carrying the whole thing."
End with specific asks, not vague questions. "What's your experience?" is weak. "Drop the last thing you shipped with AI and how long it took" is specific and actionable.
Cut the motivational fluff. Phrases like "game isn't over yet" and "the skill that matters" read as generic. The account's voice is stronger when cynical and specific.
1. ResumeBuilder revenue/growth journey - The account's most engaged tweets are transparent updates about paying customers and traffic growth. This is the core narrative that resonates.
2. Vibe coding reality checks - Contrarian takes on AI hype (what actually works vs. what's BS) consistently spark discussion. The account should own this skeptical-builder position.
3. Solo founder decision-making - Tweet 21 about shutting down a project was the top performer. More content about hard choices (focus vs. quantity, when to quit, resource allocation) would land.
Highest engagement tweets from the analyzed period
Day 3 of reply guy method ā 6504 impressions (T: 15.1K) ā 114 replies (T: 392) ā 12 new followers (T: 45) 27 days to go - Not so bad in 3 days. https://t.co/w5sydOBsRu
Day 1 of reply guy method ā 3155 impressions ā 149 replies ā 16 new followers 29 days to go - lets see where this takes me https://t.co/ldFRyoYQnK
Day 4 of reply guy method ā 4975 impressions (T: 20.4K) ā 104 replies (T: 496) ā 10 new followers (T: 55) Momentum going down. 50% quit at this time. I shall march on. 26 days to go. https://t.co/pkVXRR8rgA
Just shut down my side project after 2.5 years. No revenue = no point maintaining it. Going from 3 projects to 2. As a solo founder, which do you prefer? Focus or quantity?
Been wanting to record content for weeks but I suck at it Finally pulled the trigger on an @elgato teleprompter Lets see if this helps me ship more consistently https://t.co/ApFbaP9PJg
Day 9 of building in 2026 ā AI Resume Builder +225 users ā Replyboss +5 users ā 392 replies on X Next up: user interviews Here is the logo for Careerkit, social profiles https://t.co/7FBB1cHMns
Day 7 of reply guy method Now I wake up to 5-7 followers and 2K impressions. Who needs coffee in the morning. ā 8031 impressions (T: 36.8K) ā 117 replies (T: 844) ā 13 new followers (T: 99) 23 days to go. https://t.co/daaYFKySBD
AI & Vibe coding made me 10x as a solo founder - know what to build - know how to build it - zero energy for 12 hour coding sessions before claude i was done with saas now? shipping faster than my 20s with half the burnout if you're an old builder feeling washed, try AI tools game isn't over yet
Vibe coding = alternative to coding Vibe coding ā alternative to testing, security, devops Stop comparing them. https://t.co/gkYIYU6nZU
Got Premium+ on X now Should I change to a better handle or keep building? What would you do https://t.co/7WxQvtrVLy
Lowest engagement tweets from the analyzed period
Im scared to use clawdbot/moltbot for security reasons But everyone seems to be using them - how do you handle the security side of things https://t.co/6Wq8Esgd8O
Whats your vibecoding stack Mine: > VSCode + Claude > Rork for mobile Still figuring out the best setup but this has been working https://t.co/ULu06plmKX
Day 2 of 2026 started well. Now I can steal the winning patterns of any X account. ā Fixed analyzer ā Upgraded screenshot gen Small feature. Big difference for X newcomers https://t.co/Kq7xLsMcsT
This is why I built replyboss. Most founder don't have time to be replyguy.
Everyone's chasing AI agents But here's what actually works: > learn vibe coding > build hyper-specific tools for YOUR problems > skip the paid platform research rabbit hole > ship custom solutions in minutes > perfectly fit your workflow > move faster than everyone else is thinking
Building with AI & vibe coding: 12 months ago - AI did 20% of coding 6 months ago - bumped to 50% Today - hitting 90-95% with some tweaking 99% by mid 2026? Probably.
Europe's banks are finally teaming up to ditch non-European payment giants - Reclaiming control over digital money flows - Boosting homegrown tech in payments Big shift for the region https://t.co/C1omVPgTls
3 years ago, coding was the golden ticket. You needed a technical co-founder or you were dead in the water. Now? The game's shifting. The most valuable skill isn't writing code or dragging no-code blocks. It's AI context engineering. Architecting systems through prompts. Chaining agents together. Translating vision into working products without touching a single line of code. I've been experimenting with this for months now, building tools that would've taken a dev team weeks, shipped in days through prompt architecture and agent orchestration. The technical founder isn't obsolete, but they're no longer the bottleneck. Product visionaries who can prompt are becoming the new builders. They understand the problem deeply, communicate it clearly to AI systems, and iterate at speeds that make traditional development feel glacial. This isn't about replacing engineers. It's about democratizing creation. The barrier to entry just collapsed, and the people who win will be those who can think in systems and speak in context.
200-person teams are getting replaced by 15 people running AI pipelines The economics of building just broke
Day 5 of 2026. 0 to Freedom ā Careerkit Newsletter to 2700+ users ā Hellobuilder to 92 subscribers ā Applied to 5 Jobs Who is still doing 9-5? while building towards freedom from it.
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