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Alamin Tech
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Alamin Tech
@AlaminTechzone
Alamin Tech | Tech Enthusiast, problem solver | Exploring AI, Technology & Digital Growth | Learning • Creating • Innovating | 📩 [email protected]
Bergabung Haziran 2026
15 Mengikuti46 Pengikut
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Predicting tomorrow isn't guesswork.
It's research, signals, and relentless iteration.
Seeing Apodex-1.0-mini (a 35B model) ranks #1 again on FutureX proves a simple truth:
The future belongs to a Self-Evolving Heavy-Duty Solver that verifies every claim before delivering the final report.
Simon Shaolei Du@SimonShaoleiDu
Predicting the future takes deep research. Great to see Apodex-1.0-mini rank first again on FutureX:futurex.live Try it here: apodex.ai
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Most companies don't know what their customers are actually frustrated about.
So I built an AI agent called **Customer Pain Point Miner**.
Type a company name, and it automatically finds:
• Top customer complaints
• Features users keep requesting
• Recurring frustrations
• Product improvement opportunities
It scans reviews, Reddit threads, forums, and blogs, then turns thousands of discussions into a sourced report.
No surveys.
No guessing.
Just real customer feedback from across the web.
Built it with @nimble_search
Their APIs made it surprisingly easy to search, extract, and structure live web data into something an AI agent can actually reason about.
The best roadmap isn't hidden in another brainstorming session.
It's already sitting in your customers' conversations.
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Most people think AI agents are just smarter chatbots.
They're not.
The companies winning with AI are building systems, not prompts. 👇
🧠 Orchestration Layer
Breaks goals into tasks, routes work, manages state, and enforces guardrails.
👥 Specialized Agents
Research agents. Reasoning agents. Action agents. Data agents. Communication agents.
Each agent does one job exceptionally well.
🔧 Tools & Integrations
APIs, databases, code execution, documents, web search, external services.
This is where agents stop talking and start doing.
📚 Memory Layer
Short-term context + long-term knowledge + event history.
Without memory, every conversation starts from zero.
📊 Observability & Monitoring
Track costs, latency, failures, and agent behavior in production.
What gets measured gets improved.
🛡️ Governance & Reliability
Authentication, security, fallback agents, audit trails, human oversight.
Required for enterprise-scale AI.
💡 The biggest misconception in AI today:
People focus on the model.
Top AI teams focus on the architecture.
Because the difference between a demo and a production AI system isn't the LLM...
It's everything around it.
📌 Save this architecture
🔁 Repost for AI builders
➕ Follow for practical AI engineering breakdowns 🚀

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🚨 100 Gemini Tips in 1 Image
If you use Gemini, ChatGPT, Claude for content, coding, business, or learning...
Save this.
You're about to become a power user👇
Follow me @coderjohn0 for more

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🚨 Anthropic just showed a 27-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch it and bookmark it now.
If you want to learn AI, prompts, automation, and discover the latest AI tools before everyone else, join my newsletter:
bytebuilders.beehiiv.com/subscribe
Vikas gupta@vicky_grok
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