Jack

AI & Tech Creator | Tools, News & Reviews
Helping creators grow with AI
DM for Collaborations 📩 [email protected]

[Jack @Tech_Rose1]

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Follow me @Tech_Rose1 for more AI IDEA.

[Jack @Tech_Rose1]

Most people think building an AI agent starts with choosing an LLM.

In 2026, that's only a small piece of the puzzle. 🧩

The real power comes from the ecosystem surrounding the model.

Here’s a simple framework for building production-grade AI agents:

🔹 1. Define the Mission Before prompts or code: • What problem are you solving? • Who are the users? • What are the limitations? • How will success be measured?

A clear objective saves months of wasted development.

🔹 2. Design the Agent's Brain The system prompt acts as the operating manual. It should clearly define: • identity • responsibilities • goals • boundaries • safety rules

🔹 3. Select the Best Model Every model has strengths.

• GPT-5.5 → strong tool usage & versatility • Claude → deep reasoning & long context • Perplexity → web research & source-backed answers

The smartest choice depends on the job.

🔹 4. Connect Tools Without tools, AI can only talk.

With APIs, databases, MCP servers, and external services, agents can actually perform actions and automate work.

🔹 5. Add Memory Memory transforms interactions.

Instead of restarting every conversation, the agent can: • remember context • store knowledge • track user preferences • learn from previous tasks

🔹 6. Build Orchestration This is where real AI systems are created.

Routing, workflows, retries, triggers, task delegation, and multi-agent collaboration keep everything running smoothly.

🔹 7. Focus on Experience Users don't judge models. They judge products.

Whether it's a chat interface, dashboard, API, or Slack assistant, great UX creates adoption.

🔹 8. Evaluate Continuously Monitor: • accuracy • reliability • latency • cost • hallucinations

What isn't measured can't be improved.

🚀 The future of AI engineering is not just prompting.

It's the combination of: Software Engineering + AI Systems + Automation + Product Design.

The builders who master memory, orchestration, integrations, and evaluation will shape the next generation of AI products.

Bookmark this framework—it’s a practical roadmap for building AI agents in 2026.

Follow @Tech_Rose1 for more AI engineering insights, workflows, and agent-building strategies.

[Jack @Tech_Rose1]

@heytafsirul Need

[Tafsirul @heytafsirul]

🚨 Claude can now build your entire mobile app, like an Apple-level $350K dev, in minutes and FOR FREE.

What used to require a full team and weeks of work can now be done with just a few well-thought.

Want the full guide??👇

Comment "Need" . I'll send you Everything

[Jack @Tech_Rose1]

@Sia_TechAi Dev

[Sia @Sia_TechAi]

30 best YouTube courses to learn in 2026 🎓

From beginner → advanced (all free):

❯ Python
https://t.co/w27pZg1ypY…

❯ JavaScript
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❯ SQL
https://t.co/w27pZg1ypY…

❯ Java
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❯ Go
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❯ Rust
https://t.co/w27pZg1ypY…

❯ C
https://t.co/w27pZg1ypY…

❯ C++
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❯ C#
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❯ PHP
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❯ HTML/CSS
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❯ React
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❯ Next.js
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❯ Node.js

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❯ Express.js
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❯ Django
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❯ Swift
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❯ Kotlin
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❯ Dart
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❯ TypeScript
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❯ Ruby
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❯ Scala
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❯ R
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❯ Julia
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❯ MATLAB
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❯ Lua
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❯ Pascal
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❯ Assembly
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❯ Bash
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❯ DSA
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Everything you need to start + level up in tech - in one thread.

🔖 Bookmark this
🔁 RT to help someone learn
💬 Comment “DEV” if you want a roadmap
✅ Follow me @Sia_TechAi for more free resources.

[Jack @Tech_Rose1]

@hey_hamida Amazing share

[Hamida Rahman @hey_hamida]

Dreamina Octo is officially in Beta!

It’s the first to define “VIBE CREATE” — an all-new creator-AI collaboration mode Dreamina built from scratch.

No prompt engineering. No struggling to translate the movie in your head into text.

Just talk, upload, vibe.

Octo actively asks follow-up questions, fills in missing creative intent, and keeps your workflow moving like a real creative partner.

Your ideas can evolve through conversation — editable, iterable, continuously improvable from any frame, image, clip, or direction.

And the craziest part?

It can respond with images, videos, and audio directly — so instead of describing the vibe, AI simply

shows it to you. 🔥

Built for Vibe Create workflows — helping you turn sparks of inspiration, moods, and random thoughts into polished visuals & videos in seconds.

[Nishan Chowdury @Nishan_011]

Respect grows from the little things you do every day. It isn’t demanded; it’s earned through consistency.

[Aurora Martel @AuroraMar1eL]

i went in fully expecting this to be another ai gimmick.

so i tried to trip it up. gave it a vague, lazy, half-formed request on purpose.

it did not flinch:

[Jack @Tech_Rose1]

@raya_coder Wow

[Raya @raya_coder]

Dreamina Octo is officially in beta! 🚀 It is the first to define「VIBE CREATE — a completely new collaboration paradigm.

Start from any node: Replace shots. Regenerate scenes. Expand clips. Remix visuals.

Then instantly keep creating — without restarting the workflow.

Powered by Dreamina Seedance 2.0 + GPT Image 2 + Gemini.

No tool switching.

No broken pipelines.

Just one full-stack AI creation loop. ✨

[Marry Evan @marryevan999]

My dad hasn’t spoken to me in 8 months.

Last thing he said:

“You’re wasting your life.”

I didn’t argue.

I just kept building.

Yesterday he called.

Mom must have shown him the screen.

28 days.

$150 in.

$9,600 out.

74% win rate.

Sharpe 2.68.

Silence for about ten seconds.

“Is this from Polymarket?”

Yes.

“How?”

First:

86 million trades analyzed.

Every wallet.

One Claude prompt.

47 targets in 5 minutes.

Second:

500 markets reviewed every morning.

93% rejected.

The bot only trades what survives.

Third:

Three agents.

If two agree → full size.

If all disagree → no trade.

40% fewer losses.

“Monthly cost?”

$30.

Another silence.

“I told everyone at work you were failing.”

I know.

“Where do I start?”

Right here.

He didn’t say sorry.

That’s okay.

The call was enough.

Giving this free for 24 hours.

To get it:
1. Comment 'Prediction'
2. Like and retweet this
3. Follow @marryevan999 so I can DM you

[Jack @Tech_Rose1]

@anjum_ai @modulate_ai Excellent

[Tanvir @anjum_ai]

Most voice AI doesn't understand conversations.

It reads transcripts.

Which means tone, hesitation, sarcasm, emotion, and vocal stress get lost before the model even starts thinking.

That's why Velma from @modulate_ai is interesting.

It's a voice-native AI model trained on 550M+ hours of real-world audio that understands conversations directly instead of reducing everything to text first.

It can detect 150+ behaviors out of the box and currently ranks #1 on the conversation understanding benchmark.

The API is now open to developers.

Grab the API + 1,000 free credits: https://t.co/4wcTqlIPTB

[Selina @selinatasnim1]

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Don't miss out on this opportunity to level up your skills and grow your income.

[Jack @Tech_Rose1]

@selinatasnim1 Send

[Jack @Tech_Rose1]

@coder_arafat Nice share

[Arafat Rahman @coder_arafat]

Dreamina Octo is officially in beta!

It is the first to define 「VIBE CREATE」, an all-new creator-AI collaboration mode Dreamina built from scratch.

No prompt engineering. No struggling to translate the movie in your head into text.

Just talk, upload, vibe.

Octo actively asks follow-up questions, fills in missing creative intent, and keeps your workflow moving like a real creative partner.

Your ideas can evolve through conversation — editable, iterable, continuously improvable from any frame, image, clip, or direction.

And the craziest part?

It can respond with images, videos, and audio directly — so instead of describing the vibe, AI simply shows it to you.🔥

Built for Vibe Create workflows — helping you turn sparks of inspiration, moods, and random thoughts into polished visuals & videos in seconds.

[Jack @Tech_Rose1]

💸 12 Websites That Can Help You Earn Money Online

Looking for extra income opportunities? Check out these platforms:

• Arise • KellyConnect • Gaggle • Paidwork • Toptal • Transcription Hub • Preply • Omni Interactions • Rev • TaskRabbit • Swagbucks • NexRep • Clickworker

Each platform offers different types of remote work, freelance projects, tutoring, customer support, microtasks, and more.

Before joining, research the requirements, payment methods, and availability in your country.

Follow @Tech_Rose1 for more AI, tech, and online earning updates. 🚀

[Aurora Martel @AuroraMar1eL]

Top 50 AI tools worth trying in 2026:

🤖 Chatbots & Research

1. ChatGPT
2. Claude
3. Gemini
4. Perplexity
5. Grok
6. NotebookLM
7. DeepSeek
8. Character AI
9. Poe
10. Kimi

💻 Coding & Development

11. Cursor
12. GitHub Copilot
13. Replit
14. v0
15. Tabnine
16. Windsurf
17. Amazon Q
18. Lovable
19. https://t.co/5step6Cm1V
20. Cody

🎨 Image & Design

21. Midjourney
22. Canva AI
23. Adobe Firefly
24. Leonardo AI
25. FLUX
26. Ideogram
27. Freepik AI
28. Figma AI
29. PhotoRoom
30. Krea AI

🎥 Video Creation

31. Runway
32. Sora
33. HeyGen
34. Pika
35. Dream Machine
36. CapCut AI
37. Synthesia
38. Descript
39. Kling AI
40. InVideo AI

⚡ Productivity & Automation

41. Notion AI
42. Microsoft Copilot
43. Gamma
44. Zapier AI
45. Otter AI
46. ElevenLabs
47. Suno
48. Udio
49. Relume
50. Framer AI

AI is replacing entire workflows faster than most people realize