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Category

#  AI 

 49 posts on ai from the daily.dev blog. Curated developer news, deep-dives, and opinion read by millions of developers worldwide. 

 49 posts 

* [ Sep 7, 2026  Software factory is the wrong bottleneck Everyone's building software factories. Meta's leaked numbers show that buys you 220% more code changes, 36% more features that reached users. For a small startup, shipping faster is important but the missing analyst, sales ops, product and marketer are even more important. Here's what our agent does in analytics, product operations, sales, marketing and engineering quality. ![ Ido Shamun](https://media.daily.dev/image/upload/s--3qhj82Ib--/f_auto,q_auto/v1/recruiter-landing/5ef3b1b308700b8f3eebc271_dcb9e522_dd0a_4bdb_9ee8_9344a30c99a6_fcbb3dd9ab?_a=BAMAMiB80)  Ido Shamun ](/blog/software-factory-is-the-wrong-bottleneck/)
* [ May 17, 2026 · 14 min read  Why is everyone talking about AI software engineers? Discover how AI software engineers are enhancing productivity in software development. Learn about their capabilities, impact, future potential, and more. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/why-is-everyone-talking-about-ai-software-engineers/)
* [ Apr 18, 2026 · 6 min read  DeepSeek LLM: Features, Benchmarks & How to Use It DeepSeek uses 37B of 671B parameters via Mixture-of-Experts, scores 73.78% on HumanEval, and costs 95% less per token than GPT-4. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/deepseek-everything-you-need-to-know-about-this-new-llm-in-one-place/)
* [ Apr 6, 2026 · 19 min read  AI agents in production: LangChain & CrewAI patterns 2026 ReAct loops, LangChain chains, CrewAI role orchestration, iteration limits, cost ceilings — what it takes to ship agents to production in 2026. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/ai-agents-guide-for-developers-langchain-crewai/)
* [ Apr 2, 2026 · 19 min read  What Is MCP (Model Context Protocol) and Why Every Developer Should Care Explains MCP—an open standard that enables stateful, secure AI-tool integrations, simplifies discovery, and reduces vendor lock-in. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/mcp-model-context-protocol-why-developers-should-care/)
* [ Mar 29, 2026  We built an org-wide AI agent in 4 days. Here's what broke in the weeks after. We built a 29K-line org AI agent in 4 days with Codex. Here's what broke after launch: credential leaks, silent event-loop deaths, and a teammate who keeps crashing it. ![ Ido Shamun](https://media.daily.dev/image/upload/s--3qhj82Ib--/f_auto,q_auto/v1/recruiter-landing/5ef3b1b308700b8f3eebc271_dcb9e522_dd0a_4bdb_9ee8_9344a30c99a6_fcbb3dd9ab?_a=BAMAMiB80)  Ido Shamun ](/blog/we-built-an-org-wide-ai-agent-in-4-days-heres-what-broke-in-the-weeks-after/)
* [ Mar 26, 2026 · 22 min read  Vibe Coding Explained: AI-Driven Development in 2026 Vibe coding lets you describe goals in plain language and let AI write the code. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/vibe-coding-2026-ai-changing-how-developers-write-code/)
* [ Mar 26, 2026 · 16 min read  Cursor vs VS Code vs Windsurf: 2026 Comparison Side-by-side comparison of Cursor ($20/mo), VS Code with Copilot ($10/mo), and Windsurf ($15/mo) ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/ai-code-editor-comparison-cursor-vs-vs-code-vs-windsurf/)
* [ Mar 24, 2026 · 25 min read  Running LLMs Locally in 2026: Ollama, llama.cpp, and Self-Hosted AI for Developers Run LLMs on local hardware for privacy, lower costs, and faster inference—this guide covers Ollama, llama.cpp, hardware, quantization, and deployment tips. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/running-llms-locally-ollama-llama-cpp-self-hosted-ai-developers/)
* [ Mar 23, 2026  How we built a Linear coding agent: the hard parts Building a production coding agent that lives in Linear. Wrapping Claude Code and Codex as child processes, surviving state loss from archived threads, chaining three fallback parsers for structured LLM output, debugging session IDs that break on working directory changes, and testing everything against in-memory replicas of Linear and GitHub. ![ Ido Shamun](https://media.daily.dev/image/upload/s--3qhj82Ib--/f_auto,q_auto/v1/recruiter-landing/5ef3b1b308700b8f3eebc271_dcb9e522_dd0a_4bdb_9ee8_9344a30c99a6_fcbb3dd9ab?_a=BAMAMiB80)  Ido Shamun ](/blog/how-we-built-a-linear-coding-agent-the-hard-parts/)
* [ Mar 16, 2026 · 6 min read  Grok 3: Everything you need to know about this new LLM by xAI Explore the groundbreaking Grok 3 model with 10x the power of its predecessor, featuring advanced reasoning and tools for developers, researchers, and educators. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/grok-3-everything-you-need-to-know-about-this-new-llm-by-xai/)
* [ Mar 9, 2026 · 26 min read  The best AI tools for developers in 2026 Explore the best AI tools for developers in 2024, ranging from code completion and documentation to security and integration with development environments. Find out about Stepsize AI, Cody AI, Tabnine, Mutable AI, Codium AI, Mintlify Writer, Grit.io, WhatTheDiff, and Bugasura. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/the-best-ai-tools-for-developers-in-2024/)
* [ Jan 7, 2026 · 9 min read  How to choose the right AI for me as a developer Learn how to select the right AI tools for your development projects by assessing your needs, team skills, and scalability options. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/how-to-choose-the-right-ai-for-me-as-a-developer/)
* [ Dec 22, 2025 · 17 min read  How to set up Cursor IDE for the first time (2026) Step-by-step instructions to download, install, and configure Cursor IDE, enable AI features, import VS Code settings, and start your first project. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/setup-cursor-first-time/)
* [ Dec 21, 2025 · 11 min read  What is gpt-vetting? The AI interviewer everyone is talking about Discover how gpt-vetting is revolutionizing technical hiring with AI interviews. Learn about the benefits, challenges, case studies, and the future of AI in hiring. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/what-is-gpt-vetting-the-ai-interviewer-everyone-is-talking-about/)
* [ Dec 20, 2025 · 23 min read  Warp: a new AI-based terminal you should try out Discover Warp, the AI-based terminal changing the game for developers. Explore AI-powered suggestions, reusable workflows, customization, collaboration tools, and more. Try Warp today! ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/warp-a-new-ai-based-terminal-you-should-try-out/)
* [ Dec 16, 2025 · 9 min read  Learn about Harpa: the AI automation agent for chrome Learn about Harpa: the AI automation agent for Chrome. Discover how Harpa AI streamlines online tasks, enhances productivity, and offers customizable automation. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/learn-about-harpa-the-ai-automation-agent-for-chrome/)
* [ Nov 28, 2025 · 11 min read  Cursor editor 2026 review: features, pricing & verdict Cursor vs Copilot vs Windsurf — pricing, Composer mode, multi-file editing, and where it actually falls short. Real dev review for 2026. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/cursor-ai-everything-you-should-know-about-the-new-ai-code-editor-in-one-place/)
* [ Nov 27, 2025 · 13 min read  6 AI-Powered DevOps Trends Transforming Software Development Discover 6 key AI-powered trends transforming DevOps, enhancing efficiency, security, and collaboration in software development. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/6-ai-powered-devops-trends-transforming-software-development/)
* [ Nov 4, 2025 · 20 min read  Claude 3: Is it really the best model out there? Discover if Claude 3 is truly the top AI model with high intelligence, quick response times, affordability, and strong safety measures. Compare Claude 3 to GPT-4 and Gemini 1.0 Ultra. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/claude-3-is-it-really-the-best-model-out-there/)
* [ Nov 4, 2025 · 14 min read  SIMA: The New Generalist AI Agent by Google DeepMind Discover SIMA, the new generalist AI agent by Google DeepMind. Learn about its language understanding, versatility, ethical approach, challenges, and future work. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/sima-the-new-generalist-ai-agent-by-google-deepmind/)
* [ Jul 29, 2025 · 13 min read  GPT-5 by OpenAI: everything you should (and shouldn't) expect Explore the groundbreaking features of the upcoming AI model that promises to revolutionize coding and workflow automation for developers. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/gpt-5-by-openai-everything-you-should-and-shouldnt-expect/)
* [ Jun 5, 2025 · 16 min read  How to become the ultimate vibe coder Explore vibe coding, a blend of creativity and technical skills that enhances productivity and fosters collaboration in software development. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/how-to-become-the-ultimate-vibe-coder/)
* [ Mar 11, 2025 · 9 min read  Navigating AI for developers Explore how AI tools enhance coding efficiency, improve quality, and reshape development workflows for modern developers. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/navigating-ai-for-developers/)
* [ Mar 9, 2025 · 8 min read  What is MCP (Model Context Protocol)? Explore how the Model Context Protocol (MCP) revolutionizes AI integration with real-time data communication and simplified connectivity. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/what-is-mcp-model-context-protocol/)
* [ Sep 9, 2024 · 10 min read  Scikit-Learn Pipelines: Build & Optimize ML Workflows Chain preprocessing and model training steps into one Scikit-Learn pipeline, tune hyperparameters with GridSearchCV, prevent data leakage ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/scikit-learn-pipelines-build-optimize-explain/)
* [ Aug 29, 2024 · 3 min read  K-Fold Cross-Validation in Scikit-Learn: Tutorial Learn how K-Fold Cross-Validation improves machine learning models by providing reliable performance estimates and preventing overfitting. ![Alex Carter](https://media.daily.dev/image/upload/s--pojr7sHs--/f_auto,q_auto/v1/recruiter-landing/689ae07e063eaff8c9bc2fab_Screenshot_202025_02_09_20at_2017_46_05_b4442afdde_b4ac26d59e?_a=BAMAMiB80) Alex Carter ](/blog/k-fold-cross-validation-in-scikit-learn-tutorial/)

Showing 27 of 49 posts 

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