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Code Sage
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ChatGPT + Laptop + Internet + 1 Hour a Day = $250 Daily
Normally, I charge $67 for this guide since my wallpapers have been a hit, I’ll make it FREE 𝐭𝐨𝐝𝐚𝐲!
Like this post and comment “Al” - I'll send you my ultimate guide directly.
(Available free for 24 hours. Must follow to receive the DM.)

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13 Powerful AI Tools that can save 30+ hours in every week:
1. ChatGPT.com (solve any problem)
2. PicWish.com (remove backgrounds)
3. Perplexity.ai (research anything)
4. Suno.ai (compose music)
5. Canva.com (design graphics)
6. ElevenLabs.io (clone voices)
7. Grammarly.com (perfect writing)
8. Luma.ai (create 3D models)
9. RecCloud.com (summarize YouTube)
10. Runway.ml (edit videos)
11. Descript.com (edit podcasts)
12. Syllaby.io (create faceless videos)
13. skysnail.io (create viral thumbnails)
Don’t lose this list, it could be incredibly helpful.

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Your antivirus is lying to you.
Windows ships with bloat, spyware, and 200+ hidden services running in the background and someone just open-sourced a free tool that rips all of it out in one click.
It's called optimizerDuck.
→ 35+ tweaks across 6 areas: speed, privacy, GPU, power, bloat, UX
→ Kills telemetry, Cortana, Copilot, ads, and location tracking in one panel
→ GPU tweaks built for AMD, NVIDIA, and Intel
→ Bloat remover with risk labels so you don't break your PC
→ Startup manager, task control, disk cleanup, full system dashboard
→ Every change saved locally. One click to undo if it breaks
→ Portable .exe. No install. Runs offline. Zero data collection
This is what people pay $40 a year for CCleaner Pro and BleachBit bundles to do.
48 stars. GPL v3. 100% Opensource.
Follow - @Hyde_ai3

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Most people think AI memory is the future.
But the real problem is deeper:
Every AI tool knows a different version of you.
ChatGPT knows your writing style.
Claude knows your projects.
Cursor knows your code.
Notion knows your ideas.
Slack knows your conversations.
And somehow… you still repeat yourself everywhere.
That’s why @unabyssapp caught my attention.
They’re building a self-updating “context layer” between you and every AI tool you use.
Not another AI app.
A system where YOU own your context.
→ Identity
→ Preferences
→ Workflows
→ Goals
→ Knowledge
Portable across ChatGPT, Claude, Cursor, Slack, GitHub, Notion & more.
This feels bigger than people realize.
Because the next AI race may not be about better models.
It may be about who controls context.
We’re moving from:
“Prompt Engineering”
to
“Context Engineering.”
And that could become one of the most valuable layers in AI.
Currently live on Product Hunt 👇
producthunt.com/posts/unabyss
Would love to hear your thoughts and support 🚀
#AI #ArtificialIntelligence #ProductHunt #MCP #LLM #Startups #FutureOfAI

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Code Sage retweetledi

Most people fail with AI projects for one reason:
They start with the model instead of the workflow.
The companies actually winning with AI think differently:
Input → Context → Decision → Action → Validation → Human Approval → Output
That’s the real architecture of production AI systems.
A powerful reminder from this diagram:
AI is NOT the product.
The workflow is the product.
Modern AI systems are becoming layered architectures:
⚡ Trigger Layer
User query, uploaded docs, tickets, emails
🧠 Context Layer
Policies, databases, vector search, past history
🤖 Decision Layer
Classify, summarize, extract, route, generate
🔧 Tool Layer
APIs, GitHub, Slack, CRM, ticketing systems
🛡️ Validation Layer
Confidence checks, schema validation, policy enforcement
👤 Human-in-the-Loop
Approvals for high-risk actions
📈 Feedback Loop
Logs, evaluations, user feedback, memory updates
The biggest mistake beginners make:
“Add ChatGPT to the app.”
The best AI teams instead ask:
• Where does reasoning happen?
• What context is required?
• What actions are allowed?
• How do we verify outputs?
• Where should humans intervene?
That mindset shift changes everything.
Production AI isn’t just prompting.
It’s:
Reasoning + Context + Tooling + Validation + Feedback loops.
That’s how you turn AI demos into real systems people can trust. 🚀

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Code Sage retweetledi
Code Sage retweetledi
Code Sage retweetledi

Few weeks ago,my X account was struggling
This week it crossed 678K impressions,40K profile visits,516 new follows. Engagement rate sitting at 33.04%(most accounts struggle to hit 5%).
The dashboard you see is from my X account.
The number that surprised me most isn't the 678K impressions.,its profile visits up 5,713%.
That's the number that actually pays. Impressions are vanity. Profile visits are people who saw something I wrote,paused and clicked the avatar to see who I am. Some of them DM me,many of them follow and many are now my clients.
The growth came from doing four unglamorous things on repeat:
1>Writing only about AI:
I am obsessed with AI and I am fully immersed. I mostly write about AI world,AI Tools,AI founders and what's actually shipping. and I see niches compound while generalists don't.
2>Engaging in public:
I reply a lot to the creators making interesting things. to the founders launching products that are too early for press and to the builders who just need little encouragement. people whose threads I learn from. Most of my reach grew through comment sections not original posts.
3>Using the tools:
When something launches,I sign up,I build a small thing with it,I record what worked and what broke. Founders can tell within one paragraph whether you actually used the product or skimmed the landing page.
4>Showing up:
simply because I want to. I read AI papers and product launches because they're interesting to me. The day "content creation" stops feeling like work is the day the audience starts feeling it.
The result is what's in the dashboard. But the part that matters more is AI founders sending me DM , companies pitching me on launches before they go public.Most of the inbound is from people who first saw me reply to their tweet.
The lesson:
depth in one corner beats breadth across ten. X rewards people who care about something specific.

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Code Sage retweetledi

100 YouTube Channels That’ll Actually Make You Smarter 🎯
If you’re serious about learning faster (without boring textbooks), this list is gold.
From science and tech to psychology, finance, and creativity these channels cover it all:
🔬 Science & Tech
• Vsauce: @Vsauce" target="_blank" rel="nofollow noopener">youtube.com/@Vsauce
• SciShow: @SciShow" target="_blank" rel="nofollow noopener">youtube.com/@SciShow
• Veritasium: @veritasium" target="_blank" rel="nofollow noopener">youtube.com/@veritasium
• Kurzgesagt: @kurzgesagt" target="_blank" rel="nofollow noopener">youtube.com/@kurzgesagt
• AsapSCIENCE: @AsapSCIENCE" target="_blank" rel="nofollow noopener">youtube.com/@AsapSCIENCE
🧠 Philosophy & Thinking
• Carneades.org: @CarneadesOfCy" target="_blank" rel="nofollow noopener">youtube.com/@CarneadesOfCy…
• Philosophy Tube: @PhilosophyTube" target="_blank" rel="nofollow noopener">youtube.com/@PhilosophyTube
• Academy of Ideas: @academyofideas" target="_blank" rel="nofollow noopener">youtube.com/@academyofideas
• The School of Life: @theschoolofli" target="_blank" rel="nofollow noopener">youtube.com/@theschoolofli…
• Wireless Philosophy: @WirelessPhilo" target="_blank" rel="nofollow noopener">youtube.com/@WirelessPhilo…
⚛️ Physics
• Fermilab: @fermilab" target="_blank" rel="nofollow noopener">youtube.com/@fermilab
• Physics Girl: @physicsgirl" target="_blank" rel="nofollow noopener">youtube.com/@physicsgirl
• MinutePhysics: @MinutePhysics" target="_blank" rel="nofollow noopener">youtube.com/@MinutePhysics
• ScienceClic English: @ScienceClicEN" target="_blank" rel="nofollow noopener">youtube.com/@ScienceClicEN
• Scienceclic Universe: @ScienceClicUn" target="_blank" rel="nofollow noopener">youtube.com/@ScienceClicUn…
💻 Code & Programming
• freeCodeCamp: @freecodecamp" target="_blank" rel="nofollow noopener">youtube.com/@freecodecamp
• Traversy Media: @TraversyMedia" target="_blank" rel="nofollow noopener">youtube.com/@TraversyMedia
• Programming with Mosh: @programmingwi" target="_blank" rel="nofollow noopener">youtube.com/@programmingwi…
• The Coding Train: @TheCodingTrain" target="_blank" rel="nofollow noopener">youtube.com/@TheCodingTrain
• CS Dojo: @CSDojo" target="_blank" rel="nofollow noopener">youtube.com/@CSDojo
📈 Economics & Finance
• Two Cents: @TwoCentsPBS" target="_blank" rel="nofollow noopener">youtube.com/@TwoCentsPBS
• Graham Stephan: @GrahamStephan" target="_blank" rel="nofollow noopener">youtube.com/@GrahamStephan
• Economics Explained: @EconomicsExpl" target="_blank" rel="nofollow noopener">youtube.com/@EconomicsExpl…
• The Plain Bagel: @ThePlainBagel" target="_blank" rel="nofollow noopener">youtube.com/@ThePlainBagel
🧮 Mathematics
• 3Blue1Brown: @3blue1brown" target="_blank" rel="nofollow noopener">youtube.com/@3blue1brown
• Khan Academy: @khanacademy" target="_blank" rel="nofollow noopener">youtube.com/@khanacademy
• PatrickJMT: @patrickJMT" target="_blank" rel="nofollow noopener">youtube.com/@patrickJMT
• Tibees: @tibees" target="_blank" rel="nofollow noopener">youtube.com/@tibees
🚀 Astronomy & Space
• SEA: @sea_space" target="_blank" rel="nofollow noopener">youtube.com/@sea_space
• PBS Space Time: @pbsspacetime" target="_blank" rel="nofollow noopener">youtube.com/@pbsspacetime
• Anton Petrov: @whatdamath" target="_blank" rel="nofollow noopener">youtube.com/@whatdamath
• Fraser Cain: @frasercain" target="_blank" rel="nofollow noopener">youtube.com/@frasercain
🎨 Art & Design
• Proko: @ProkoTV" target="_blank" rel="nofollow noopener">youtube.com/@ProkoTV
• Jazza: @Jazza" target="_blank" rel="nofollow noopener">youtube.com/@Jazza
• Sycra: @Sycra" target="_blank" rel="nofollow noopener">youtube.com/@Sycra
🧩 Psychology & Personal Growth
• Psych2Go: @Psych2go" target="_blank" rel="nofollow noopener">youtube.com/@Psych2go
• Andrew Huberman: @hubermanlab" target="_blank" rel="nofollow noopener">youtube.com/@hubermanlab
• Ali Abdaal: @aliabdaal" target="_blank" rel="nofollow noopener">youtube.com/@aliabdaal
• Matt D’Avella: @mattdavella" target="_blank" rel="nofollow noopener">youtube.com/@mattdavella
The internet is full of distractions.
But it’s also one of the greatest universities ever created if you follow the right creators.
📌 Save this you’ll keep coming back to it.
Which YouTube channel has taught you the most? 👇
Follow me @polash_ai
for more.

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84% of students already use AI.
Only 18% feel ready to use it professionally.
That’s the gap this free open-source curriculum solves.
435 lessons.
20 phases.
~320 hours.
Python, TypeScript, Rust, Julia.
And every lesson ships a reusable artifact:
• prompts
• practical skills
• AI agents
• MCP servers
You don’t just learn AI.
You build it—end to end, by hand.
Most AI education is fragmented:
A paper here.
A prompt hack there.
A flashy agent demo somewhere else.
You can deploy a chatbot…
…but can you explain its loss curve?
You can connect tools to an agent…
…but do you understand the attention mechanism powering it?
This curriculum fixes that.
It’s a complete roadmap:
→ Linear algebra → neural networks → backprop
→ Tokenizers → transformers → attention
→ Agent loops → MCP → autonomous swarms
Every algorithm is built from raw math first.
No black boxes.
No “just trust the framework.”
Before PyTorch shows up, you’ll already understand what it’s doing under the hood.
The learning loop is simple:
Read the problem.
Derive the math.
Write the code.
Run the test.
Keep the artifact.
No 5-minute fluff videos.
No copy-paste tutorials.
No hand-holding.
Just real AI engineering.
GIVEAWAY:
Reply “AI” + repost this post and I’ll DM 3 people my curated list of the best AI tools/resources to accelerate your learning.
Free. Open source. MIT.
Built to run on your own laptop.
This is how you go from AI user → AI builder.

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Code Sage retweetledi

The ultimate beginner’s guide to investing and business.📈
Learn:
•Basics of Stock Market💡
•Peter Lynch’s Success Formula⚡️
•Foundations of Financial Growth
👉Normally $154—for FREE!
→ intellisphere.tech
Get it:
•Like & RT🔄
•Reply “DM”
•Must Follow; @ai_tipstech

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Code Sage retweetledi

9 AI Tools for Researchers 🧠
📌. Perplexity.ai – research faster
📌. Scite.ai – verify sources
📌. Elicit.org – summarize papers
📌. ChatGPT.com – explain theories
📌. Scholarcy.com – auto summaries
📌. Consensus.app – find evidence
📌. ResearchRabbit.ai – discover related work
📌. Litmaps.com – visualize citations
📌. SemanticScholar.org – deep paper search
Here's how you can earn $1599 a month—with no experience required!
Follow @Orion_Vers7x for more AI content tools 🔥

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