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Milon Howlader
1.7K posts

Milon Howlader
@dm_milon_
Building cool things with code and AI.
Bergabung Aฤustos 2016
906 Mengikuti1.2K Pengikut

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

๐ Excited to launch EngVibe Beta!
๐ engvibe.in
A gamified English learning platform designed to help students improve:
โ
Vocabulary
โ
Daily English
โ
Interview Communication
โ
Synonyms & Practice Levels
โ
Interactive Learning
Would love your feedback โค๏ธ
English
Milon Howlader me-retweet

Most developers think Claude Code is an AI coding assistant.
Theyโre wrong.
Claude Code is secretly a 5-layer operating system for AI agents.
And 90% of people never go beyond Layer 1.
Hereโs the architecture ๐
โโโโโโโโโโโโโโโ
๐ง Layer 1 โ Memory (CLAUDE.md)
Your projectโs brain.
Stores:
โ coding standards
โ architecture decisions
โ workflows
โ repo conventions
โ team rules
Persistent across sessions.
This is what transforms Claude from
โgeneric AIโ
into:
โyour engineering teamโs AI.โ
โโโโโโโโโโโโโโโ
๐ Layer 2 โ Skills
Reusable expertise modules.
Need:
โ a React expert?
โ a security auditor?
โ a database architect?
Claude dynamically loads the correct knowledge only when needed.
Benefits:
โ cleaner context
โ lower token usage
โ specialized execution
โ fewer hallucinations
This is where AI starts feeling agentic instead of conversational.
โโโโโโโโโโโโโโโ
๐ Layer 3 โ Hooks
The layer most teams completely ignore.
Hooks are programmable infrastructure triggers.
Examples:
โ auto-run tests
โ block risky commands
โ enforce code quality
โ inject runtime context
โ send Slack alerts
โ auto-format outputs
This is NOT AI reasoning.
Itโs deterministic reliability.
Production-grade AI systems are built here.
โโโโโโโโโโโโโโโ
๐ค Layer 4 โ Subagents
This is where Claude Code becomes a true multi-agent system.
Delegate tasks like a real engineering org:
โ one agent writes code
โ one reviews PRs
โ one writes tests
โ one investigates bugs
Parallel execution.
Isolated context.
Separate tools.
No context pollution.
No recursive chaos.
You stop thinking:
โOne assistantโ
And start thinking:
โDistributed cognitive workers.โ
โโโโโโโโโโโโโโโ
๐ฆ Layer 5 โ Plugins
The distribution layer.
Package:
โ skills
โ hooks
โ commands
โ agents
โ workflows
โฆinto one reusable install.
Install once.
Share across teams.
Reuse everywhere.
This is how organizations operationalize AI engineering at scale.
โโโโโโโโโโโโโโโ
The biggest misconception in AI right now:
People think the magic is prompting.
Itโs not.
The real leverage comes from:
โ architecture
โ orchestration
โ memory systems
โ deterministic workflows
โ agent coordination
Most people are chatting with Claude.
A few are building autonomous software teams inside it.
Thatโs the real shift happening right now.
Bookmark this if youโre serious about AI engineering. ๐
#ClaudeCode #AIAgents #AgenticAI #AIEngineering #SoftwareDevelopment #LLM

English
Milon Howlader me-retweet

Learn AI for free directly from top companies
๐ญ - ๐๐ป๐๐ต๐ฟ๐ผ๐ฝ๐ถ๐ฐ:
anthropic.skilljar.com
๐ฎ - ๐๐ผ๐ผ๐ด๐น๐ฒ:
grow.google/ai
๐ฏ - ๐ ๐ฒ๐๐ฎ:
ai.meta.com/resources/
๐ฐ - ๐ก๐ฉ๐๐๐๐:
developer.nvidia.com/cuda
๐ฑ - ๐ ๐ถ๐ฐ๐ฟ๐ผ๐๐ผ๐ณ๐:
learn.microsoft.com/en-us/training/
๐ฒ - ๐ข๐ฝ๐ฒ๐ป๐๐:
academy.openai.com
๐ณ - ๐๐๐ :
skillsbuild.org
๐ด - ๐๐ช๐ฆ:
skillbuilder.aws
๐ต - ๐๐ฒ๐ฒ๐ฝ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด๐๐:
deeplearning.ai
๐ญ๐ฌ - ๐๐๐ด๐ด๐ถ๐ป๐ด ๐๐ฎ๐ฐ๐ฒ:
huggingface.co/learn
โค๏ธ Like
๐ Retweet
๐ Bookmark
Follow @elora_khatun for more AI Posts
#AI #ArtificialIntelligence #AISkills #AIAgents #RAG #LLM #PromptEngineering

English

Need active followers? ๐
Say โHiโ ๐
Letโs connect & follow back ๐โโ๏ธ๐โโ๏ธ
#followers

English

Need active followers?
๐ Say โHiโ ๐
Letโs connect & follow back ๐โโ๏ธ๐โโ๏ธ
#letsconnect #followers

English
Milon Howlader me-retweet

Need active followers? ๐
Say โHiโ ๐
Letโs connect & follow back ๐โโ๏ธ๐โโ๏ธ
#followers #connect

English

Hey techies!!!
I'm looking to reach to the people
interested in:
โ Frontend
โ Backend
โ Full Stack
โ DevOps
โ LeetCode
โ AI/ML
โ Data Science
โ UI/UX
โ Freelancing
โ Startups
Say hi ๐ #Connect
English

Hey @X Algorithm,
I'm looking to #connect with people who are passionate about :
๐ Data Science
๐ท SQL Mastery
๐ท Power BI & Analytics
๐ท LeetCode Practice
๐ท Vibe coding Journey
๐ Python
๐ท Tech & Self-Improvement
#follow #letsconnect

English

Hey @X Algorithm,
I'm looking to #connect with people who are passionate about :
๐ Data Science
๐ท SQL Mastery
๐ท Power BI & Analytics
๐ท LeetCode Practice
๐ท Vibe coding Journey
๐ Python
๐ท Tech & Self-Improvement
#letconnect #follow

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