Top Tweets for #100daysoftech
Day 89/100 β #100DaysOfTechπ
Today I explored one of the most important concepts in @LangChain: Runnables
π Runnables are the glue that makes everything composable.
It unite prompts, LLMs, retrievers, and parsers under one interface β making everything chainable effortlessly.
Day 88/100 β #100DaysOfTechπ
Today I explored Parallel Agentic Workflows & got a key question:
"For one prompt, why need parallel agents?"
Ans: Because one prompt = multiple sub-problems
Specialized agents run in parallel and merge results β faster, smarter, more scalable
#AI
Day 87/100 β #100DaysOfTechπ
Today I explored @pydantic while working with @LangChain β and now I get the hype
Why it clicks for AI workflows:
Strict schemas β no random outputs
Auto-validation β catches bad responses
Less hallucination, more reliability
#AI #Pydantic #LLMs
Day 86/100 β #100DaysOfTech π
Explored why frameworks like @LangChain are pushing toward Chat Models over LLMs
π§ LLMs β plain text in, plain text out
π¬ Chat Models β structured messages (system, user, assistant) with better context, memory & tool calling
#AI #LLMs #AIAgents
Day 85/100 β #100DaysOfTechπ
Q. Why use embeddings over texts if they cost more tokens ?
Ans:
Vectors aren't for the LLM β they're for finding the right context before the LLM sees anything.
Because computers understand math not meaning
#AI #RAG #LLMs #VectorDatabase #AIAgent
Day 84/100 β #100DaysOfTech π
Today I explored the architecture behind a PDF Q&A #AgenticAI system workflow
π PDF Upload:
β Store β Chunk β Embedding β Store in VectorDB
π User Query:
β Query embedding β Semantic search β Retrieve relevant chunks β Send those to LLM
Day 83/100 β #100DaysOfTech π
Today I explored more about memory management in LLMs & AI Agents
π§ Types of memory:
β’ Short-term memory β current conversation/context
β’ Long-term memory β persistent knowledge over time (Episodic, Semantic, Procedural)
#AI #LLMs #AgenticAI
Day 82/100 β #100DaysOfTech π
context: βIf LangChain already unifies tool structure across LLMs, why bother with MCP?β
π§ LangChain:
Unifies tools inside your application
π MCP:
Unifies tools across the network (@claudeai, @cursor_ai, @LangChain apps, etc.) can use them
#AI
Day 81/100 β #100DaysOfTechπ
I explored so many frameworks in the Agentic AI space: @Google ADK, @OpenAI Agents SDK, @crewAIInc etc
But I still prefer @LangChainπ
β’ Excellent for complex workflows
β’ Supports human-in-the-loop approvals natively
β’ Strong error recovery
#AI
Day 80/100 β #100DaysOfTech π
I explored one of the newer directions in MCP evolution:
β¨MCP is now stateless
Earlier, MCP workflows mostly depended on long-lived stateful sessions
With a stateless approach:
β’ Each tool call becomes more independent
β’ Lower infra complexity
Day 79/100 β #100DaysOfTech π
Explored Corsair β MCP Killer
Instead of stuffing 200+ tools into context:
1οΈβ£ Checks if tool calling is needed
2οΈβ£ Retrieves only relevant plugins
3οΈβ£ Loads only the exact tools
Uses layered workflow + RAG for lesser context, better efficiency
#mcp
Day 78/100 β #100DaysOfTech π
Today I explored the diff between an AI Agent & Agentic AI
π€ AI Agent β follows predefined workflows step by step
π§ Agentic AI β adapts, handles failures & edge cases on its own
If flow breaks, normal agents fail but Agentic AI tries to solve
Day 77/100 β #100DaysOfTech π
Today I explored https://t.co/CYpj1NDCio β a really interesting platform for AI-powered UI generation & inspiration
β’ Generates modern UI designs
β’ Focuses heavily on premium SaaS-style interfaces & landing pages
#UIUX #AIDesign #WebDesign #web
Day 76/100 β #100DaysOfTech π
Today I explored https://t.co/FLIglUIx65 and the interesting business strategy behind why itβs free
β’ Uses a freemium + ad-supported model
β’ Free users help create mass adoption & developer ecosystem growth
#AI #Startups #SaaS #BusinessStrategy
Day 75/100 β #100DaysOfTech π
Today I explored some fonts that can genuinely make an application feel more premium, futuristic & unique β¨
β’ Neo Folio
β’ Nexo Kora
β’ Bierika π
β’ Osiris π
Typography isn't just text β
itβs part of the product identity & experience
#web
Day 74/100 β #100DaysOfTech π
Today I explored two most popular #OpenSource licenses
β’ #MIT β Very permissive & simple
β use, modify, distribute commercially with minimal restrictions
β’ #Apache 2.0 β extra patent protection
β Safer for large-scale enterprise projects
Day 73/100 β #100DaysOfTech π
Today I discovered the https://t.co/wv18e39cI6 Chrome Extension β such a simple yet super useful tool for developers & designers π₯
β’ Hover over any text β instantly know the font family, size, weight, line height, color, etc.
#web #design #UI
Day 72/100 β #100DaysOfTech π
Today I went deeper into the system design behind the TMDB API(@themoviedb)
Key Engineering Conceptsπ§
β’ Microservices β separate services for search, movies etc
β’ Search Indexing
β’ Caching
β’ CDN βimages load quickly
β’ Recommendation Engine
Day 71/100 β #100DaysOfTech π
Today I explored https://t.co/NDJy95TUeZ β an AI-powered email verification platform.
β’ Helps verify whether an email is real, deliverable, or risky
β’ Useful for reducing:
β Spam issues
β Fake signups
#AI #EmailVerification #Development #SaaS
Day 70/100 β #100DaysOfTech π
Today I explored https://t.co/Lcl8mYz9dt β a super useful tool for testing and improving website SEO
β’ Analyzes websites for SEO issues & optimization
β’ Checks things like: Meta tags, Heading, Performance, Accessibility, Mobile friendliness
#web
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