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Make your vibe coding faster and more accurate with these tools! We've been working on solving a common problem: coding agents like Cursor and Claude Code suggesting outdated APIs or missing important parameters when building with LlamaIndex. Here's what we built to fix it: 🔧 vibe-llama CLI tool that injects current LlamaIndex context directly into your coding agent - no more stale information or incorrect API suggestions 📋 Detailed prompt templates that can generate complete Streamlit apps from basic scripts in one shot, including file uploads, real-time processing, and proper error handling 🚀 Python SDK for programmatically managing multiple agents and services, plus rule files with up-to-date docs and production patterns ⚡ Real example showing how to transform a 20-line LlamaExtract script into a full-featured invoice processing app The key insight: generic prompts don't work. You need specific instructions about UI components, data flow, and user experience. We've done the trial and error to figure out what actually works in practice. Read our complete guide on vibe-coding agents and get the tools: https://lnkd.in/eqydEn_V

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You might have heard that devs often spend more time reading code than writing it. And if this is gonna be the case, you might as well write code that's easy to read. In this guide, Dominic shares some tips and best practices for writing clean, readable code. https://lnkd.in/gEdnX7AJ

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The ClickHouse JSON type was already fast, but v25.8 made it 58x faster and use 3,300x less memory for complex JSON structures. We heard two common challenges when working with JSON documents: 1. Individual documents have many thousands of paths 2. Document structure is variable, resulting in 10,000+ unique paths across documents ClickHouse v25.8 introduces two new serialization formats for JSON data that solve the "thousands of paths" problem. Bucketed shared data: JSON paths are grouped and stored into deterministic buckets. When querying a specific path, ClickHouse knows which bucket to read and skips all the others. Advanced shared data: Builds on bucketed, adding granular indexing. Advanced metadata allows skipping within buckets to improve read performance even further. The results? 📊 200k rows of JSON with 10,000 paths 📊 ⚡ Query time: 3.63s → 0.063s 💾 Memory usage: 12.53 GiB → 3.89 MiB Read more about how it works → https://lnkd.in/es-NKWhi

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If you’re building a search app that needs both precision and semantic understanding, hybrid search might be the solution. By combining text and vector search, it improves search relevance and user experience in your app. Redis Developer Advocate Ricardo Ferreira breaks down: 🔎 What hybrid search is and why it outperforms traditional search methods  📈 Why you should consider implementing hybrid search in your applications  🛠 Practical techniques like Reciprocal Rank Fusion (RRF) and Relative Score Fusion (RSF)  🌐 Real-world applications from recommendation engines to AI chatbots ⚙️ Implementation considerations to ensure your hybrid search system delivers results Get the full scoop via our YouTube: https://lnkd.in/g_CKx8_u

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🚨 You’re not just hiring coders. You’re hiring critical thinkers. 🧠 #Solver Angel Tomas Concha Layme breaks down why execution speed isn't enough; what really matters is how devs think. ✅ Most coding tests reward syntax, not architecture ✅ Hiring without testing thinking = scaling tech debt ✅ Real impact needs devs who can reason, not just type fast Want to see what smarter hiring looks like? Dive into the architectural thinking behind great engineers: https://shorturl.at/ZFSUe #Ensolvers #Solvers #SmarterHiring #TechLeadership #DevExcellence

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🚨 Panic in Go: Exceptions Without a Catch Join Maximiliano Firtman and get a quick introduction to Go. Learn basic syntax like variables, constants, data types, and creating and importing packages. You’ll get hands-on with functions, control structures, error handling, type definitions, structures, and interfaces. https://lnkd.in/g--SgcFN #Fullstack #Backend #WebDev #Programming #Coding #LearnToCode #GoLang

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New blog post by Petrica Leuca: Using DuckDB in Streamlit In this post, Petrica uses a real-world railway dataset to demonstrate the integration of DuckDB and Streamlit, including the database connection management, the DuckDB Python relational API and responsiveness in interactive map charts. Read more at https://lnkd.in/dMdjSF-y

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100% code coverage = perfect software? If only. Code coverage is useful, but chasing high numbers can lead to false confidence and missed defects. So how do you get started the right way? Swipe through to find out. 📌 Want more? Paulo Feitosa Jr’s full blog is in the comments! 👇 #softwarequality #softwaretesting #software #codecoverage

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New course: Gemini CLI: Code & Create with an Open-Source Agent, built with Google and taught by Jack Wotherspoon. Agentic coding assistants like Gemini CLI are transforming how developers work. This short course teaches you to use Google's open-source agent to coordinate local tools and cloud services for coding and non-coding workflows. Gemini CLI works from your terminal, so it works with your local files and development tools. You can also connect it to services through MCP. Then provide high-level instructions, and it autonomously plans and executes complex workflows. Skills you'll gain: - Build website features and automate code reviews with GitHub ActionsCreate data dashboards that combine local files with cloud data sources - Use MCP servers and extensions to orchestrate workflows across GitHub, Canva, and Google Workspace - Generate social media content from multimedia files like conference recordings I particularly appreciate that Gemini CLI is open-source. You can see exactly how it works, read the prompts it uses, and understand its architecture. The community has contributed thousands of pull requests. Since Gemini 3’s release I've found Gemini CLI highly capable - this is a tool worth having in your toolbox! Whether you're prototyping applications, automating workflows, or working with multimedia content, join to learn to delegate complex tasks and build faster: https://lnkd.in/gMQXVnFu

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