Milon Howlader @dm_milon_
Building cool things with code and AI. Joined August 2016-
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@theuniqueuser8 It's my personal opinion I think need to some UI update in this Page.
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
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
Need active followers? ๐ Say โHiโ ๐ Letโs connect & follow back ๐โโ๏ธ๐โโ๏ธ #followers
Need active followers? ๐ Say โHiโ ๐ Letโs connect & follow back ๐โโ๏ธ๐โโ๏ธ #letsconnect #followers
๐ต๐ธ๐ Don't stop talking about Gaza!
Need active followers? ๐ Say โHiโ ๐ Letโs connect & follow back ๐โโ๏ธ๐โโ๏ธ #followers #connect
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
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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