Guides (119)

Complete no-code tutorial showing how to build working fashion try-on app in 30 minutes using v0. Perfect weekend project demonstrating v0's capabilities for rapid prototyping.

Comprehensive step-by-step guide for automating entire sales pipeline using AI agents. Integrates Claude, n8n workflow automation, and Apollo sales tools.

Tutorial on reimagining physical spaces in 3D using Seedream Edit combined with World Labs. Transform existing environments into new 3D concepts.

Critical analysis of why developer tutorials confuse beginners. Key insight: beginners don't know what to skip. Essential reading for technical writers and educators.

Controversial analysis arguing AI benefits senior developers more than juniors. Senior devs leverage AI better because they know what questions to ask. 448 Hacker News comments debating implications.

Honest post-mortem from Jeff Geerling on building $3,000 Raspberry Pi AI cluster. Key lesson: sometimes cloud is actually cheaper than DIY hardware solutions.

TechCrunch report on new wave of startups creating reinforcement learning environments for training AI agents. Infrastructure play potentially defining next AI generation.

Google DeepMind announces strengthened Frontier Safety Framework for advanced AI models. New safety measures may slow releases but increase reliability and trustworthiness.

Comprehensive 42-page academic survey covering AI agent architecture, applications, and evaluation methods. Essential reading for serious agent builders and researchers.

Curated compilation of free AI learning courses and tutorials. Starting point for developers transitioning into AI development with quality free resources.

Ben Horowitz's Columbia commencement advice for builders choosing projects and careers. Focus on contribution opportunities rather than following passion blindly.

Tutorial demonstrating how to build 2 complete games using only Claude Code prompts. Zero traditional coding required, pure prompt-driven game development.

Step-by-step guide for creating and deploying Model Context Protocol server from scratch in minutes. Practical implementation tutorial for MCP infrastructure.

Guide for connecting MCP servers to enable AI-powered strategic decision-making in supply chain and logistics. Enterprise application of Model Context Protocol.

Honest case study from developer building 10 complete projects with Cursor for $1000. Real-world insights on what worked, what broke, and lessons learned.

Guide to mastering prompt engineering using ZPrompt's structured XML format for consistent AI outputs. Advanced prompting techniques for reliable results.

Massive infrastructure deal between NVIDIA and OpenAI for multi-gigawatt data centers with millions of GPUs. Largest AI infrastructure deployment ever announced.

Curated guide to 12 developer tools that actually work for shipping code daily. Practical productivity stack recommendations from real builders.

Comprehensive deep dive tutorial on Model Context Protocol for connecting AI agents to real-world APIs. Essential understanding for building agent integrations.

Tutorial on building prompt-based pipeline for maintaining visual consistency across entire image libraries using Gemini. Essential for brands and content creators needing coherent visual identity.

Tutorial on building automated price monitoring system with Python. Create your own bargain hunting bot using APIs and smart notifications to track product prices across websites.

Comprehensive guide covering 11 best practices for vibe coding and building with AI assistants. Teaches how to effectively use AI tools instead of coding from scratch.

Step-by-step tutorial for evaluating LLM applications in production environments. Covers testing methodologies, metrics, and quality assurance for deployed AI systems.

Comprehensive guide covering 11+ alternatives to Replit AI for cloud-based AI-assisted coding. Explores various AI coding platforms developers haven't tried yet.

Collection of 7 pre-validated AI startup ideas that can be built over a weekend. Actionable concepts with market validation that developers can implement and launch quickly.

Comprehensive end-to-end tutorial covering training models to creating web forms and APIs with Django. Perfect for Python developers wanting to ship ML features quickly.

Practical workflow automation tips that save hours of development time. Includes ready-to-use snippets developers can copy-paste immediately for productivity gains.

Deep dive into prompting strategies specifically for the Nano Banana model. Learn the specific syntax and techniques that generate best results for image generation.

Official free course from Cursor teaching how to master AI-assisted development. Learn prompt patterns that actually ship production code with real-world examples and best practices.

Visual breakdown of advanced RAG (Retrieval-Augmented Generation) patterns. Learn to implement better document retrieval systems in AI applications with retrieve and rerank techniques.

Builder shares exact vibe coding workflow from idea to deployment. Key takeaway: spend 80% of time on problem definition and only 20% on prompting for best results in AI-assisted development.

One mega-prompt running entire marketing stack through Claude including research, SEO, ads, content, and strategy. Builders debating whether this approach is genius efficiency or reckless automation.

GPTVerse partners with Nebulai for decentralized AI infrastructure collaboration. Provides Web3 and AI builders with new compute options and distributed infrastructure alternatives.

Leaked Cursor configuration ruleset for building apps in 7 days. Clone the config and replace your .cursorrules file for instant productivity boost in AI-assisted development.

Collection of AI tools for trading that developers are overlooking. Automate side income generation while focusing on coding projects with AI-powered trading assistants.

Comprehensive overview of Google's complete 2025 AI toolkit including every new API and tool. Single resource aggregating all Google AI developments for developers to reference.

Discussion of how English has become the hot new programming language, realizing Grace Hopper's 70-year-old vision of natural language programming through AI assistants and vibe coding.

Anthropic's official guide on managing context windows for complex agent behaviors. Covers best practices for context engineering to optimize AI agent performance and reliability.

Technical guide on building production scraping systems with self-healing extraction patterns and audit-ready logging. Helps developers decide whether to build custom solutions or buy existing tools.

Browser extension enabling semantic search across entire browsing history. Find that Stack Overflow answer from 3 months ago instantly using natural language queries.

Comprehensive tutorial on building GPT from scratch using C# and TorchSharp. Covers transformer architecture, attention mechanisms, and training loops with CPU-only implementation.

Data-driven research analyzing 1000+ prompts to identify 6 patterns that actually work in production. Community-validated prompting strategies from real-world usage.

Technical deep dive into Sora 2 covering architecture, capabilities, and API implementation details. Essential guide for developers building with Sora 2.

Comprehensive community-created map of entire AI agent ecosystem. Builders discussing and debating missing categories in the landscape visualization.

Framework categorizing 6 types of AI agents sparking community debate on agent taxonomy. Key insight: most builders need workflow agents, not AGI.

Eve Legal AI hits $1B valuation with $103M Series B in crowded legal AI space. Signal that vertical AI tools are achieving massive valuations despite competition.

Complete fullstack tutorial for building production AI agents using Pydantic AI plus AG-UI. Covers stock portfolio management agent from start to finish with real-world implementation.

Microsoft drops free 12-week AI curriculum with 24 lessons covering everything from basics to advanced implementations. Completely disrupts the paid AI bootcamp industry with comprehensive free education.

Guide with real-world code examples showing how to integrate AI as the default layer in modern Python applications. Practical implementations for production Python development.

Beginner-friendly collection of 5 fun AI agent projects. Start here if you're new to agents - focuses on practical projects that actually perform useful work rather than just demos.

a16z and Mercury reveal comprehensive data on how startups spend their AI tool budgets. Spoiler: Not all going to OpenAI. Shows diversification across AI tool ecosystem.

MIT launches Universal AI Program creating AI-fluent professionals through wide-ranging partnerships with universities and companies. Large-scale education initiative for AI literacy.

Example of vibe coding in action: using Claude with Sonnet 4.5 to translate PowerPoints by extracting strings, translating, and replacing. Definition of practical vibe coding workflow.

Analysis of how developers are using Apple's local AI models. iOS 26 rollout brings local AI capabilities to mobile development, enabling on-device AI features.

Beginner-friendly tutorial featuring five practical retrieval-augmented generation projects. Focuses on building useful applications rather than theoretical concepts.

Advanced guide covering the implementation of agentic RAG systems. Teaches how to build autonomous AI systems that can choose their own tools and make decisions.

Practical guide on evaluating LLM performance for production environments. Includes n8n's built-in testing tools and methodologies for ensuring AI reliability.

Comprehensive 14-day tutorial building a fully local voice assistant using LangGraph and Model Context Protocol. No API keys required, completely privacy-focused implementation.

Viral comprehensive guide by Google engineer covering AI agentic design patterns. Includes real-world implementation strategies and architectural best practices for building AI agents.

Technical deep dive into Python's dataclass feature for reducing boilerplate code. Covers advanced usage patterns and best practices for cleaner Python development.

Step-by-step deployment guide for showcasing AI work on HuggingFace Spaces. Free alternative to Heroku for deploying and sharing AI demonstrations and models.

Comprehensive framework for building robust Generative AI applications. Covers continuous improvement, validation, monitoring, and operational best practices for production AI.

Complete beginner's guide to launching your first application using Claude Code, even with zero coding experience. Step-by-step walkthrough for aspiring developers.

Next.js boilerplate specifically optimized for AI coding assistants. Designed to reduce context and token usage, resulting in better AI output and faster development shipping.

Real-world case study demonstrating how to use Claude Code to modernize legacy kernel drivers. Teaches prompting techniques for kernel-level code without breaking critical systems.

Practical tutorial for building revenue-generating real estate voice agent in 20 minutes using n8n. Includes monetization blueprint and workflow automation setup for immediate ROI.

Practical tutorial on transforming ChatGPT into personalized tutor for any skill. Teaches the meta-skill of learning effectively with AI assistance.

Five free hands-on courses from Hugging Face covering LLMs, AI agents, Model Context Protocol, diffusion models, and reinforcement learning. Complete practical training.

Part 3 of comprehensive prompt playbook focusing on documentation, DevOps, and stakeholder communication. Real, production-ready prompts you can immediately use.

Strategic framework examining where Python tooling is heading with AI agents. Get ahead of the curve on agent-first development practices and tooling evolution.

Curated list of 10 underrated AI tools beyond the usual ChatGPT. Practical alternatives that can save hours of work daily for builders and creators.

Comprehensive compilation of AI tools and resources for builders. Ultimate reference list covering development, productivity, and creation tools across categories.

Comprehensive guide teaching production-ready architectural patterns for scaling AI agent systems beyond toy examples to handle millions of requests reliably.

Practical LangChain implementation tutorial for automating CSV data validation workflows. Real-world example of agent-based data quality assurance.

Complete workflow tutorial connecting email triggers through n8n and LangGraph to FastAPI for automated CAPEX portfolio optimization and budget management.

Essential Docker containerization skills specifically for Python developers deploying AI applications at scale. Production deployment fundamentals.

Collection of structured brainstorming techniques optimized for getting better creative output from ChatGPT and other language models.

No-code methodology for customizing AI behavior through strategic prompting instead of traditional fine-tuning. Accessible AI customization without technical barriers.

Comprehensive 40+ page academic research on parallel AI agents and how they scale. Academic foundation for building agent swarms and distributed AI systems.

Popular AI framework mentioned in DeepMCPAgent for building agents without boilerplate. Standard tool for agent orchestration and workflow automation.

Comprehensive vibe coding guide covering 12 apps of varying difficulty using Claude Code and GPT-5. Full walkthrough from setup to deployment. Note: Appears to be paid content.

Practical MCP server implementation guide by @lukeschlangen for connecting traditional programs to Gemini CLI for data retrieval and video generation capabilities.

Official engineering best practices guide from Anthropic for writing effective tools for LLM agents. Insider knowledge directly from Anthropic's engineering team.

Comprehensive LangChain tutorial series covering everything from basics to building agents, connecting ChatGPT to custom files, and extracting document insights.

Comprehensive arXiv guide covering NLP basics, PEFT/LoRA/QLoRA techniques, Mixture of Experts, and complete seven-stage fine-tuning pipeline. Technical deep dive for advanced users.

Dense 32-page official documentation from OpenAI on building AI agents. Comprehensive masterclass covering agent architecture, implementation, and best practices.

Replit achieves $3 billion valuation, providing massive validation for vibe coding paradigm. Signals major investment trend in AI-first development tools and platforms.

VFX supervisor experimenting with AI-powered movie modding, creating Superbad x Star Wars remixes. Early glimpse at creative tools enabling movie modding like games.

Google's new differentially private LLM claiming to be world's most capable privacy-preserving model. Perfect for handling sensitive data in production with guaranteed privacy protections.

Comprehensive step-by-step tutorial on using ChatGPT for academic research and publication. Includes downloadable PDF guide for systematic implementation in research workflows.

Advanced guide covering controlled workflows, unique data handling techniques, and prompt chaining for building production-ready research agents delivering tech insights.

Google's Gemini 2.5 model powering AI campaign strategist implementations. Features structured output capabilities for UI control and agentic RAG workflows.

Quick guide explaining why specialized Small Language Models outperform general Large Language Models for specific agent tasks. Key insight for building efficient agentic systems.

Complete guide to automating GitHub code security reviews using Glama's AI with Model Context Protocol Servers. Includes setup guide and example automation workflows.

Meta FAIR open-sources Scalable Option Learning method achieving 25x faster AI agent training. Game-changer for robotics and complex planning tasks requiring efficient training.

Step-by-step tutorial on creating Model Context Protocol for data science teams. Includes Python code examples for automation.

Comprehensive 6-step playbook for taking AI agents from demo to production scale. Covers deployment, monitoring, and production best practices.

Essential web search APIs for AI agents with RAG capabilities. Includes Python quickstarts and free tier access for all seven APIs.

Research from 50+ developer interviews revealing walled gardens like Lovable dropping 18 points while Cursor and Claude gain dominance in vibe coding space.

Curated list from builders of 15 underrated AI tools considered more powerful than ChatGPT for specific use cases. Productivity-focused alternatives.