building tradertoolkit.org | Road to $10k MRR | Following Back verified accounts till 10k
- Tweets 14,945
- Following 575
- Followers 869
- Likes 138
Most people think the 2027 robot brain breakthrough is about better LLMs. They are wrong. The bottleneck isn't intelligence; it's the physical integration of compute at the edge. Stop optimizing prompts and start learning how to interface with real-world latency.
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Most developers think government regulation will slow down AI development. They are wrong. GLM 5.2 proves that bans only accelerate the push toward open-source parity. You cannot regulate away code that is already being distributed to every local GPU.
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Anthropic released Fable 5 with a massive price tag. Most companies will pay it without doing the math on their token overhead. Here is how to actually determine if your AI spend is making you money or just inflating your cloud costs.
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2/3: Run a benchmark on your top 3 most common LLM-driven tasks. Track: 1. Total tokens spent per task. 2. Number of retries needed for valid JSON output. 3. Total latency. If these don't improve with the higher cost model, do not switch.
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Nine Indian startups just joined the WEF's Tech Pioneers cohort. If you aren't building, you're observing.
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What is the biggest hurdle for an Indian startup to go global?
100%
Access to capital
0%
Regulatory overhead
0%
Product market fit
0%
Lack of brand trust
1 votes • Final results
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Hershal Rao retweeted
2.4M impressions in just 30 days. 🤯
Monthly Update #4 is here.
Since Mar, I’ve shifted my focus entirely to X, and the results speak for themselves:
Impressions: 2.4M
Followers: 79 → 451
The Secret Sauce: High-volume, high-value replies.
Engagement drives discovery. Now that the "new eyes" are here, Month 5 is all about experimenting with core content to see what sticks with this new audience.
Build. Iterate. Repeat. 📈
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Hershal Rao retweeted
Was Experimenting with Particle Animation on my landing page.
Which one's better?
Or is it too lackluster in this era?
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Monthly Update #3 (Feb & Mar) 🛠️
The biggest shift: Shifting focus to X. This is where the builders, the engineers, and the "tech bros" are actually hanging out.
They say 0-100 is the hardest part of the journey.
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Hey founders !
Looking to connect with people building in:
🍽️ SaaS
📲 Tech
🧠 AI tools
🔥 Product Development
💻 Devs
Let's Connect And Grow Together
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