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LLMs vs AI Agents : What Is The Actual Difference

LLMs like BERT and T5 were key in language model evolution.
ChatGPT's conversational abilities showcased LLMs' potential in interactive dialogues.
Emerging models like GPT-3.5 and Gemini 2.5 enhanced LLM capabilities.
AI Agents surpass LLMs, simulating human workers, aiding in complex workflow automation.

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Medium

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Supervised vs Unsupervised Learning — What You Really Need to Know

Supervised Learning involves training a model with data and answers, while Unsupervised Learning trains the model with only data, without answers.
Common use cases for Supervised Learning include email spam detection, loan approval prediction, disease diagnosis, and price estimation.
Common use cases for Unsupervised Learning include customer segmentation, fraud detection, and recommender systems.
Key differences include the requirement of labeled data for Supervised Learning and its task type focusing on prediction, while Unsupervised Learning does not require labeled data and focuses on pattern discovery.

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Medium

318

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System Design Series: A Step-by-Step Breakdown of Temporal’s Internal Architecture

Dive into Temporal's complex internal architecture, decoding workflows, activities, and services.
The article unravels Temporal's intricate architecture through detailed step-by-step breakdowns.
Exploration includes Frontend, History, Matching, and Worker services, along with worker processes.
Internal queues, partitions, and scalable task management are also discussed in depth.

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Dev

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Programming as Art - Chapter - 9

Becoming a programming artist does not require a specific degree but rather curiosity, creativity, practice, and passion.
Key elements for becoming a programming artist include skills over certificates, dedication over deadlines, and projects over grades.
A roadmap for aspiring programming artists involves choosing an art form, learning required skills from free platforms, practicing by building projects, utilizing GitHub as a personal art gallery, and continually learning and growing.
Programming as art emphasizes that anyone, regardless of their background, can become an artist in the coding world through curiosity and passion.

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Javacodegeeks

336

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Deploying Spring Boot Apps to Kubernetes with Helm and Kustomize

Organizations are increasingly deploying Spring Boot applications on Kubernetes for cloud-native architectures.
Helm and Kustomize offer solutions for deploying Spring Boot apps on Kubernetes with effective configuration management and secret handling.
Helm provides a templating engine and versioned releases while Kustomize offers a declarative approach using patches and overlays.
Both tools complement each other, with Helm for base app packaging and Kustomize for environment-specific overlays in managing Spring Boot deployments on Kubernetes.

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UI Cookies

107

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25 Best Political Website Templates 2025

Political website templates are crucial for branding and promotions in the digital age.
This article lists the top political website templates, offering versatile designs and features.
From Fundee for charities to Equadio for non-profits, each template caters to specific needs.
Options like Puregiven, Polimark, and Neta provide visually appealing and functional designs.
Designed for political parties, campaigns, and NGOs, these templates are ideal for online representation.

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Medium

253

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What is Context Engineering? The new Vibe Coding

Andrej Karpathy has introduced a new concept called 'Context Engineering' which involves setting the stage for AI models by preparing the situation, facts, tone, intent, examples, and more to ensure better performance.
After context engineering, the next steps involve designing software that can work across multiple interactions and inputs, teaching the model how to think rather than just what to say.
Context engineering is crucial to feed AI models the right amount of information to prevent them from flailing or getting overwhelmed, akin to carefully packing a hiking bag with the essentials.
Context engineering shapes the model's behavior by providing system instructions, user profiles, previous conversations, document summaries, and more to enhance the tool's intelligence and human-like interaction.

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Dev

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Encrypt & Decrypt Text Securely in the Browser

The Encrypt & Decrypt tool from Goonlinetools allows users to encrypt and decrypt text securely in the browser using strong AES encryption.
The tool operates locally in the browser using JavaScript (crypto-js) with no involvement of a server, ensuring data privacy.
Key features include AES-256 encryption, a simple two-way interface for encryption and decryption, password protection, one-click copy functionality, and being entirely client-side.
The tool is useful for sending secure messages, testing crypto flows, creating hidden configuration values, and more, and is available at https://goonlinetools.com/encrypt-decrypt/.

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Medium

211

Why Hashing is the Secret Weapon for String Problems in DSA

Hashing is a key tool in solving string problems efficiently in Data Structures and Algorithms (DSA).
A simple hash array or map, like int hash[256] = {0}, is often sufficient for handling character frequency or pattern-matching tasks in DSA.
When approaching a string problem, consider whether it can be transformed into a frequency or pattern-matching problem for which hashing is a valuable technique.
Mastering character hashing is essential for excelling in coding interviews and enhancing DSA problem-solving skills, making it a fundamental pattern rather than a mere trick.

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Dev

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Programming as a art -chapter - 3

Programming is seen as an art form where every project is considered a masterpiece, and every developer is viewed as an artist expressing their imagination.
The philosophy that 'Programming is an Art' is explored in depth, emphasizing the creativity and joy that developers experience when coding.
The journey of a developer from Scratch programming to creating Spider.css is highlighted, with a focus on the transformative role of a computer science teacher.
Influential books, such as The Bhagavad Gita and Wings of Fire, are credited with shaping the author's perspective on coding, blending logic with creativity.

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Logrocket

413

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Leader Spotlight: Quantifying the unquantifiable, with Paul Weston

Paul Weston, GM & VP at HubSpot, manages Service Hub product line strategy.
He discusses quantifying hard-to-measure aspects, focusing on customer needs and UX enhancement.
Weston emphasizes using quantifiable data to make product decisions and prioritize customer value.
Through unmoderated user testing, HubSpot improved UX, saw significant email publish rate growth.
Weston highlights the importance of focusing on specific customer cohorts for product success.

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Medium

137

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Leetcode #23 : Convert Sorted Array to BST

Given a sorted array, convert it into a height-balanced binary search tree (BST) where the heights of left and right subtrees of any node differ by no more than 1.
To achieve a balanced BST, pick the middle element of the array as the root and repeat the process for each half recursively.
Elements before the middle become the left side of the tree, while elements after the middle become the right side.
This problem showcases the use of recursion to break down complex problems into smaller, manageable parts.

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Dev

202

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From Web to Mobile in 30 Seconds: The Zero-Config PWA Revolution

A new tool, @wemo-org/web-to-mobile, promises to simplify the process of turning Next.js web apps into installable mobile apps.
By running two commands, developers can convert their web apps to installable mobile versions without dealing with manual configurations, service workers, or icon generation.
The tool automatically generates manifest.json, creates required PWA icons, sets up a service worker, configures offline functionality, and updates Next.js configurations.
The developers aim to improve the adoption of installable web apps, with statistics showing that the majority of web traffic comes from mobile devices but only a small percentage of web apps are installable.

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Dev

142

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Should You Use position: absolute for Chat UI Timestamps? A Front-End Architect's Guide

Front-end architect discusses using position: absolute for chat UI timestamps.
position: absolute provides precise control and clean layout in chat UIs.
It is ideal for tooltips, dropdowns, floating badges, and timestamps in message bubbles.
However, it may not be responsive, hard to maintain, and can have stacking context issues.

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Medium

194

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Leetcode #22 : Merge Sorted Array

Given two sorted arrays, merge them into one sorted array.
Merge the arrays by pouring values from the end to the beginning of nums1.
This method ensures that important values are not overwritten during the merging process.
Understanding this in-place merging approach can be beneficial for various algorithms like sorting, merging intervals, linked lists, and more.

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