固定されたツイート
Milon Howlader
1.7K posts


@theuniqueuser8 It's my personal opinion I think need to some UI update in this Page.
English

🚀 Excited to launch EngVibe Beta!
🌐 engvibe.in
A gamified English learning platform designed to help students improve:
✅ Vocabulary
✅ Daily English
✅ Interview Communication
✅ Synonyms & Practice Levels
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Would love your feedback ❤️
English
Milon Howlader がリツイート

Most developers think Claude Code is an AI coding assistant.
They’re wrong.
Claude Code is secretly a 5-layer operating system for AI agents.
And 90% of people never go beyond Layer 1.
Here’s the architecture 👇
━━━━━━━━━━━━━━━
🧠 Layer 1 — Memory (CLAUDE.md)
Your project’s brain.
Stores:
→ coding standards
→ architecture decisions
→ workflows
→ repo conventions
→ team rules
Persistent across sessions.
This is what transforms Claude from
“generic AI”
into:
“your engineering team’s AI.”
━━━━━━━━━━━━━━━
📚 Layer 2 — Skills
Reusable expertise modules.
Need:
→ a React expert?
→ a security auditor?
→ a database architect?
Claude dynamically loads the correct knowledge only when needed.
Benefits:
→ cleaner context
→ lower token usage
→ specialized execution
→ fewer hallucinations
This is where AI starts feeling agentic instead of conversational.
━━━━━━━━━━━━━━━
🔒 Layer 3 — Hooks
The layer most teams completely ignore.
Hooks are programmable infrastructure triggers.
Examples:
→ auto-run tests
→ block risky commands
→ enforce code quality
→ inject runtime context
→ send Slack alerts
→ auto-format outputs
This is NOT AI reasoning.
It’s deterministic reliability.
Production-grade AI systems are built here.
━━━━━━━━━━━━━━━
🤖 Layer 4 — Subagents
This is where Claude Code becomes a true multi-agent system.
Delegate tasks like a real engineering org:
→ one agent writes code
→ one reviews PRs
→ one writes tests
→ one investigates bugs
Parallel execution.
Isolated context.
Separate tools.
No context pollution.
No recursive chaos.
You stop thinking:
“One assistant”
And start thinking:
“Distributed cognitive workers.”
━━━━━━━━━━━━━━━
📦 Layer 5 — Plugins
The distribution layer.
Package:
→ skills
→ hooks
→ commands
→ agents
→ workflows
…into one reusable install.
Install once.
Share across teams.
Reuse everywhere.
This is how organizations operationalize AI engineering at scale.
━━━━━━━━━━━━━━━
The biggest misconception in AI right now:
People think the magic is prompting.
It’s not.
The real leverage comes from:
→ architecture
→ orchestration
→ memory systems
→ deterministic workflows
→ agent coordination
Most people are chatting with Claude.
A few are building autonomous software teams inside it.
That’s the real shift happening right now.
Bookmark this if you’re serious about AI engineering. 🔖
#ClaudeCode #AIAgents #AgenticAI #AIEngineering #SoftwareDevelopment #LLM

English
Milon Howlader がリツイート

Learn AI for free directly from top companies
𝟭 - 𝗔𝗻𝘁𝗵𝗿𝗼𝗽𝗶𝗰:
anthropic.skilljar.com
𝟮 - 𝗚𝗼𝗼𝗴𝗹𝗲:
grow.google/ai
𝟯 - 𝗠𝗲𝘁𝗮:
ai.meta.com/resources/
𝟰 - 𝗡𝗩𝗜𝗗𝗜𝗔:
developer.nvidia.com/cuda
𝟱 - 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁:
learn.microsoft.com/en-us/training/
𝟲 - 𝗢𝗽𝗲𝗻𝗔𝗜:
academy.openai.com
𝟳 - 𝗜𝗕𝗠:
skillsbuild.org
𝟴 - 𝗔𝗪𝗦:
skillbuilder.aws
𝟵 - 𝗗𝗲𝗲𝗽𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴𝗔𝗜:
deeplearning.ai
𝟭𝟬 - 𝗛𝘂𝗴𝗴𝗶𝗻𝗴 𝗙𝗮𝗰𝗲:
huggingface.co/learn
❤️ Like
🔁 Retweet
🔖 Bookmark
Follow @elora_khatun for more AI Posts
#AI #ArtificialIntelligence #AISkills #AIAgents #RAG #LLM #PromptEngineering

English


Need active followers?
👀 Say “Hi” 💐
Let’s connect & follow back 🙋♀️🙋♂️
#letsconnect #followers

English
Milon Howlader がリツイート

Need active followers? 👀
Say “Hi” 💐
Let’s connect & follow back 🙋♀️🙋♂️
#followers #connect

English

Hey techies!!!
I'm looking to reach to the people
interested in:
→ Frontend
→ Backend
→ Full Stack
→ DevOps
→ LeetCode
→ AI/ML
→ Data Science
→ UI/UX
→ Freelancing
→ Startups
Say hi 👋 #Connect
English

Hey @X Algorithm,
I'm looking to #connect with people who are passionate about :
📊 Data Science
📷 SQL Mastery
📷 Power BI & Analytics
📷 LeetCode Practice
📷 Vibe coding Journey
🐍 Python
📷 Tech & Self-Improvement
#follow #letsconnect

English

Hey @X Algorithm,
I'm looking to #connect with people who are passionate about :
📊 Data Science
📷 SQL Mastery
📷 Power BI & Analytics
📷 LeetCode Practice
📷 Vibe coding Journey
🐍 Python
📷 Tech & Self-Improvement
#letconnect #follow

English









