[{"data":1,"prerenderedAt":299},["ShallowReactive",2],{"categories-init":3,"resource-how-to-choose-a-tech-stack-2026":4},true,{"resource_id":5,"slug":6,"title":7,"resource_type":8,"description":9,"cover_image_url":10,"preview_image_url":11,"author":12,"published_date":13,"last_updated_date":10,"read_time_minutes":14,"is_published":3,"display_order":10,"is_featured":3,"featured_display_order":15,"linking_mode":16,"tools":18,"categories":44,"subcategories":68,"project_types":69,"experience_levels":90,"content":101,"related_resources":102,"stacks":298},30,"how-to-choose-a-tech-stack-2026","How to Choose a Tech Stack in 2026","article","AI coding tools changed the game, but the underlying technology decisions are still yours to make. Here's how to navigate the options.",null,"https:\u002F\u002Fassets.tekyous.dev\u002Fresources\u002Fpreviews\u002Fhow-to-choose-a-tech-stack-2026-preview.webp","tekyous","2026-07-01",8,4,[17],"explicit",[19,26,32,38],{"tool_id":20,"name":21,"slug":22,"logo_url":23,"logo_bg":24,"tooltip_description":25},16,"Claude Code","claude-code","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fclaude.svg","dark","Claude Code is Anthropic's agentic coding tool that runs in your terminal and IDEs, reads your entire codebase, edits files, runs commands, and handles git workflows through natural language. It supports multi-agent orchestration, MCP integrations, and custom automation via CLAUDE.md and hooks.",{"tool_id":27,"name":28,"slug":29,"logo_url":30,"logo_bg":24,"tooltip_description":31},150,"Codex","codex","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fcodex.svg","OpenAI's AI coding agent that builds features, fixes bugs, reviews code, and runs tests, either in cloud sandboxes or locally, through ChatGPT, an open-source CLI, a desktop app, and IDE extensions.",{"tool_id":33,"name":34,"slug":35,"logo_url":36,"logo_bg":24,"tooltip_description":37},45,"Lovable","lovable","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Flovable.svg","Lovable is an AI full-stack app builder that generates React apps from prompts, with a built-in Lovable Cloud backend (database, auth, storage) built on Supabase, plus Stripe payments, GitHub sync, and code editing.",{"tool_id":39,"name":40,"slug":41,"logo_url":42,"logo_bg":24,"tooltip_description":43},46,"Replit","replit","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Freplit.svg","Replit is a browser-based collaborative IDE and AI app builder whose Agent plans, writes, debugs, and deploys full applications from natural language, with built-in hosting, databases, and secrets management.",[45,51,57,62],{"category_id":46,"name":47,"slug":48,"icon_url":49,"description":50},6,"AI Builders","ai-builders","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fcategories\u002Fai-builders.svg","AI-powered full-stack app generation platforms.",{"category_id":52,"name":53,"slug":54,"icon_url":55,"description":56},7,"No-Code \u002F Low-Code","no-code-low-code","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fcategories\u002Fno-code-low-code.svg","Visual builders for non-technical and semi-technical users.",{"category_id":14,"name":58,"slug":59,"icon_url":60,"description":61},"Development Tools","development-tools","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fcategories\u002Fdevelopment-tools.svg","IDEs, editors, and AI coding assistants.",{"category_id":63,"name":64,"slug":65,"icon_url":66,"description":67},19,"LLM","llm","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fcategories\u002Fllm.svg","Large language models and foundation model providers.",[],[70,75,80,85],{"project_type":71,"display_name":72,"icon_url":73,"description":74},"web_app","Web Application","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fproject-types\u002Fweb-app.svg","A browser-based web app or SaaS product. Assumes fully fledged app, with both frontend and backend.",{"project_type":76,"display_name":77,"icon_url":78,"description":79},"website","Website \u002F Landing","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fproject-types\u002Fwebsite.svg","A marketing website, blog, or portfolio. Most likely will not need a dedicated backend service and a seperate database, but might rely on a CMS instead.",{"project_type":81,"display_name":82,"icon_url":83,"description":84},"automation","Automation \u002F Bot","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fproject-types\u002Fautomation-v2.svg","Scripts, workflows, bots, and scheduled jobs where the steps are fixed in advance: a trigger, then actions. A step may call an LLM to summarise or classify, but if a model decides what happens next, choose AI Agent instead.",{"project_type":86,"display_name":87,"icon_url":88,"description":89},"data_pipeline","Data Pipeline \u002F ETL","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fproject-types\u002Fdata-pipeline.svg","Building data ingestion, transformation, or orchestration workflows.",[91,96],{"experience_level":92,"display_name":93,"description":94,"icon_url":95},"beginner","Beginner","Some exposure to programming, learning the basics.","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fexperience-level\u002Fbeginner.svg",{"experience_level":97,"display_name":98,"description":99,"icon_url":100},"intermediate","Intermediate","Can build projects independently, knows 1–2 languages.","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fexperience-level\u002Fintermediate.svg","Back in the day, so basically in \"pre-AI\" times, hence not so long ago, if you would ask someone what's their tech stack, the answer would most likely be a list of frameworks, programming languages, maybe no-code tools, but in general it would come down to a handful of tools.\n\nFast forward only 4 years, and the answer more often is:\n\"My tech stack is Claude Code\".\n\"My tech stack is Codex\".\n\nThat's quite a different reality, but not necessarily a simpler one.\nThe agentic tools like **Claude Code** and **Codex** are not replacing all the other tools (at least not yet), and the AI builders like **Lovable** and **Replit** are still generating code in the exact same frameworks in which code was previously written manually.\n\nSo how to choose a tech stack in 2026?\nLet's tackle this.\n\n## What a tech stack actually is\n\n**A tech stack is the set of technologies that make up a software project**: the frontend framework, the backend runtime, the database, the infrastructure layer, and everything in between.\n\nThis is described in detail in the [What is a Tech Stack](\u002Flearn\u002Fwhat-is-a-tech-stack) article, where we also distinguish tech stack types: project tech stack, developer tech stack, and infrastructure tech stack. These types naturally blend together, and they impact each other. Most of the new tools, like AI coding assistants, are part of a developer tech stack, but they fundamentally change how the projects themselves are being created.\n\n## AI-assisted coding tools: they work *within* your stack\n\nAI-assisted coding tools, including the ones based on traditional IDEs — like **Cursor** or **Windsurf** — or agentic tools — like Claude Code, Codex or **Warp** — are tools that help you work inside a stack. They write code, explain errors, suggest refactors, and increasingly manage multi-step tasks in your terminal. They're very good at what they do. Or maybe we should say:\n**they are as good as you prompt them**.\n\nBut they work *on* your stack, not instead of it. Claude Code still runs inside a **FastAPI** project or a **Django** project. It generates SQL against your database schema. It writes Dockerfiles for your infrastructure. When someone says \"my stack is Claude Code,\" what they usually mean is that Claude Code handles most of the typing. Underneath that, there's still a real stack with real technology decisions.\n\nThis is totally different than using no-code tools like **Bubble**, established in the industry for many years, where there's an extra abstraction layer. There's of course code underneath, but we don't touch it at all. We interact with the interface, which basically integrates everything for us.\n\nWith AI-assisted coding tools, we don't replace programming languages and frameworks with another tool. We rather add tools that work beside them. **All the choices (and mistakes) are still here to make.**\n\n## AI builders: they *do* choose the stack for you\n\nAI builders — **Lovable**, **Bolt.new**, **v0**, **Replit Agent** — sit in a different category. These tools generate entire apps from a natural language prompt. You describe what you want, and you get a working prototype.\n\nIn theory, with agentic tools we can do the same: you describe what you want, and Claude Code will generate the whole app for you.\nBut the difference is, the AI builders are **one integrated environment**. They wire up the database for you, they let you host the app instantly on their server, and you connect your own domain as well.\nWith AI-assisted coding tools we have to do all of it ourselves. Of course, there are integrations, APIs and MCP servers, but AI builders are doing way more out-of-the-box.\n\nAnd most of the time (with some exceptions), they will choose the tech stack for us as well, and we might not have an impact at all on selecting the technologies. **But predefined choices by the AI builder might actually be mistaken ones for our use case**.\n\n\u003C!-- Image suggestion: a simple comparison table or diagram — AI Coding Tools vs AI Builders — across dimensions like \"stack control\", \"hosting\", \"output\", \"who it's for\" -->\n\n## Why the choices feel harder than ever\n\nHere's what actually happened in the last few years: **AI tools removed the skill barrier to using a wider range of technologies**. We can forget about a learning curve. We don't have to care about a tool's market share. We just prompt, and we get the code (or the app).\n\n**Building software has never been as accessible as it is now**. Whether that's a good or bad thing is not the debate here.\nBut one thing is certain: even though creating software is more widespread, **we haven't eliminated (at least not yet) the need to make decisions about the underlying technologies of the software we're making**.\nSo all the technical debates we were having before, we still have them now:\n- Which **frontend and backend frameworks** should we use? Or do we actually need a backend framework at all?\n- What type of **database** should we go for?\n- What about **hosting**? Cloud or VPS?\n- **Scaling**? Will the app be able to handle increasing workload?\n...and the list could go on.\n\nAI might attempt to answer all of this. And it might be very successful. But it's based on us. On the context that we provide, on the guidelines that we set up, and the choices that we make beforehand.\n\nAnd the list of potential issues has extended as well:\n- If we don't select the tech stack beforehand, **the AI choice might be far from ideal**\n- If we use an AI builder with a predefined tech stack without verifying if that's a good choice for our use case, we potentially **set ourselves up for a big headache**\n- We also have to choose the right AI tools for us, and **the number of available tools is growing literally every day**\n\nSo things have been simplified and made more complicated at the same time.\n\n## How to think through it\n\nThe stack decision still comes down to the same underlying questions, regardless of whether AI is doing the implementation:\n\n**What type of project is this?** A web app, a data pipeline, a browser extension, a mobile app, and an automation workflow have different natural stacks. The tool ecosystem for each project type doesn't overlap much.\n\n**Who is building and maintaining it?** A solo developer with a Python background, a team with mixed experience, or a non-technical founder using an AI builder are different starting points with different realistic options. The \"best\" stack for any project is partly a function of who's operating it.\n\n**What are the operational constraints?** Self-hosted vs managed, cheap vs scalable, relational vs document, type-safe vs flexible — these are questions with real answers that depend on the specific project, not on general best practice.\n\n**How long will it live?** A weekend project has different needs than a platform you'll operate for three years. AI builders are the right call for the former; they introduce meaningful technical debt for the latter.\n\n\u003C!-- Image suggestion: a decision flowchart walking through the four questions above — project type → team\u002Fbuilder profile → constraints → lifespan — leading to broad stack archetypes (e.g. \"AI builder\", \"managed full-stack\", \"custom backend + frontend\", \"data pipeline\") -->\n\nYou don't have to be an expert in the framework in which the project will be built. Well, potentially you don't even have to know the syntax at all if AI will do the coding. But you should know how this framework works, and why it's a good fit.\n\nSo knowing every line of code in your codebase might no longer be necessary. But **understanding and controlling your tech stack** is.\n\n## Where Tekyous fits in\n\n[Tekyous](https:\u002F\u002Ftekyous.dev) is an interactive tech stack builder designed to make the whole selection process more structured.\n\nIn the [Builder](https:\u002F\u002Ftekyous.dev\u002Fbuilder), you can start from a questionnaire — describe your project type, technical level, and language preferences — and get a curated starting stack with a rationale for each tool and options to swap alternatives. Or open the sandbox and drag tools onto a canvas, where the platform gives you real-time hints on compatibility, missing dependencies, and pairings as you build.\n\n\u003C!-- Screenshot suggestion: canvas with a partial stack and a compatibility hint visible -->\n![Tekyous Builder canvas](https:\u002F\u002Fassets.tekyous.dev\u002Fresources\u002Farticles\u002Fhow-to-choose-a-tech-stack-2026\u002Ftekyous-builder-canvas.webp)\n\nThe catalogue covers 150+ tools across web development, data tooling, automation, infrastructure, and AI tooling. Recommendations are rule-based and deterministic: not AI-generated suggestions, but data on how tools actually relate to each other — pairings, conflicts, and dependencies built into the database.\n\nWhether you're using Claude Code to write the implementation, Lovable to prototype it, or writing everything yourself — the underlying technology decisions still matter. Tekyous is the place to work them out before you're committed.",[103,137,208,258],{"resource_id":104,"slug":105,"title":106,"resource_type":8,"description":107,"cover_image_url":108,"preview_image_url":109,"author":12,"published_date":110,"last_updated_date":10,"read_time_minutes":46,"is_published":3,"display_order":15,"is_featured":111,"featured_display_order":10,"linking_mode":112,"tools":113,"categories":120,"subcategories":126,"project_types":127,"experience_levels":134},12,"when-to-add-docker-to-your-tech-stack","When to Add Docker to Your Tech Stack","The short answer is - almost always. 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Understanding what sets them apart — and when each one wins.","https:\u002F\u002Fassets.tekyous.dev\u002Fresources\u002Fcovers\u002Fno-code-vs-ai-builders-cover.webp","https:\u002F\u002Fassets.tekyous.dev\u002Fresources\u002Fpreviews\u002Fno-code-vs-ai-builders-preview.webp","2026-05-20",[17,146],"subcategory",[148,155,161,167,173,174,175],{"tool_id":149,"name":150,"slug":151,"logo_url":152,"logo_bg":153,"tooltip_description":154},48,"Bubble","bubble","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fbubble.svg","white","Bubble is a fully no-code platform for building complex web applications — SaaS products, marketplaces, and internal tools — with a visual drag-and-drop editor, integrated relational database, workflow logic engine, and plugin ecosystem. It is the most capable no-code platform for building production-grade dynamic applications.",{"tool_id":156,"name":157,"slug":158,"logo_url":159,"logo_bg":153,"tooltip_description":160},49,"Framer","framer","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fframer.svg","Framer is a design-first website builder used primarily by designers to create polished, animation-rich marketing sites and portfolios without code. Its canvas is familiar to Figma users, and it generates React-based sites with smooth scroll animations, CMS content management, and built-in hosting.",{"tool_id":162,"name":163,"slug":164,"logo_url":165,"logo_bg":153,"tooltip_description":166},47,"Webflow","webflow","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fwebflow.svg","Webflow is a visual web design platform that generates production-quality HTML, CSS, and JavaScript through a design interface, combining no-code website building with a headless CMS and built-in hosting. It bridges the gap between designer-facing tools and developer-grade output.",{"tool_id":168,"name":169,"slug":170,"logo_url":171,"logo_bg":153,"tooltip_description":172},43,"Bolt.new","bolt-new","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fbolt-new.svg","Bolt.new is StackBlitz's AI full-stack app builder that generates, runs, and deploys web apps in the browser from prompts, using an in-browser Node.js runtime and a built-in hosting and database backend.",{"tool_id":33,"name":34,"slug":35,"logo_url":36,"logo_bg":24,"tooltip_description":37},{"tool_id":39,"name":40,"slug":41,"logo_url":42,"logo_bg":24,"tooltip_description":43},{"tool_id":176,"name":177,"slug":177,"logo_url":178,"logo_bg":153,"tooltip_description":179},44,"v0","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fv0.svg","v0 is Vercel's AI app builder that generates React, Tailwind CSS, and Next.js code from prompts, screenshots, or designs, with a visual Design Mode, GitHub sync, and one-click Vercel deployment.",[181,182],{"category_id":46,"name":47,"slug":48,"icon_url":49,"description":50},{"category_id":52,"name":53,"slug":54,"icon_url":55,"description":56},[184,189,194],{"subcategory_id":185,"name":186,"slug":187,"category_id":52,"description":188},13,"No-Code Backend","nocode-backend","Visual tools for building server-side logic, databases, and APIs without writing backend code.",{"subcategory_id":190,"name":191,"slug":192,"category_id":52,"description":193},5,"Website Builders","website-builders","Drag-and-drop platforms for creating and publishing websites without writing code.",{"subcategory_id":33,"name":195,"slug":196,"category_id":52,"description":197},"Mobile App Builders","mobile-app-builders","No-code and low-code platforms for building and publishing mobile apps through visual interfaces.",[199,200,201],{"project_type":71,"display_name":72,"icon_url":73,"description":74},{"project_type":76,"display_name":77,"icon_url":78,"description":79},{"project_type":202,"display_name":203,"icon_url":204,"description":205},"mobile_app","Mobile App","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fproject-types\u002Fmobile-app.svg","An iOS\u002FAndroid native or cross-platform app.",[207],{"experience_level":92,"display_name":93,"description":94,"icon_url":95},{"resource_id":209,"slug":210,"title":211,"resource_type":8,"description":212,"cover_image_url":213,"preview_image_url":214,"author":12,"published_date":144,"last_updated_date":10,"read_time_minutes":190,"is_published":3,"display_order":209,"is_featured":3,"featured_display_order":209,"linking_mode":215,"tools":216,"categories":240,"subcategories":251,"project_types":252,"experience_levels":255},2,"supabase-with-backend-framework","When to Pair Supabase with a Backend Framework","Supabase is pitched as a backend replacement — but for lightweight frameworks like Flask or FastAPI, it works just as well as a managed data layer. Here's why the combination makes sense.","https:\u002F\u002Fassets.tekyous.dev\u002Fresources\u002Fcovers\u002Fsupabase-with-backend-framework-cover.webp","https:\u002F\u002Fassets.tekyous.dev\u002Fresources\u002Fpreviews\u002Fsupabase-with-backend-framework-preview.webp",[17],[217,222,228,234],{"tool_id":138,"name":218,"slug":219,"logo_url":220,"logo_bg":24,"tooltip_description":221},"Supabase","supabase","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fsupabase.svg","Open-source Firebase alternative built on PostgreSQL. Provides a full backend stack with database, authentication, real-time subscriptions, file storage, and edge functions — deployable on Supabase Cloud or self-hosted.",{"tool_id":223,"name":224,"slug":225,"logo_url":226,"logo_bg":24,"tooltip_description":227},15,"Flask","flask","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fflask.svg","Flask is a lightweight Python web framework with a minimal core of routing, templating, and request handling, extended through a large ecosystem of extensions for databases, auth, and APIs.",{"tool_id":229,"name":230,"slug":231,"logo_url":232,"logo_bg":24,"tooltip_description":233},14,"FastAPI","fastapi","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Ffastapi.svg","FastAPI is a modern Python framework for building APIs from standard type hints, with automatic OpenAPI documentation, Pydantic validation, and native async support.",{"tool_id":235,"name":236,"slug":237,"logo_url":238,"logo_bg":24,"tooltip_description":239},40,"PostgreSQL","postgresql","https:\u002F\u002Fassets.tekyous.dev\u002Flogos\u002Ftools\u002Fpostgresql.svg","PostgreSQL is a free, open-source object-relational database known for reliability, standards compliance, and extensibility, with rich data types, JSONB, and a large ecosystem of extensions such as PostGIS and pgvector.",[241,246],{"category_id":209,"name":242,"slug":243,"icon_url":244,"description":245},"Backend Frameworks","backend-frameworks","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fcategories\u002Fbackend-frameworks.svg","Server-side frameworks and APIs.",{"category_id":15,"name":247,"slug":248,"icon_url":249,"description":250},"Databases","databases","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fcategories\u002Fdatabases.svg","Relational, document, graph, and vector databases.",[],[253,254],{"project_type":71,"display_name":72,"icon_url":73,"description":74},{"project_type":130,"display_name":131,"icon_url":132,"description":133},[256,257],{"experience_level":92,"display_name":93,"description":94,"icon_url":95},{"experience_level":97,"display_name":98,"description":99,"icon_url":100},{"resource_id":259,"slug":260,"title":261,"resource_type":8,"description":262,"cover_image_url":10,"preview_image_url":263,"author":12,"published_date":264,"last_updated_date":10,"read_time_minutes":190,"is_published":3,"display_order":265,"is_featured":3,"featured_display_order":265,"linking_mode":266,"tools":267,"categories":268,"subcategories":289,"project_types":290,"experience_levels":291},32,"what-is-a-tech-stack","What Is a Tech Stack?","A tech stack is the combination of technologies a project is built with. Here is what that means in practice, the different types, and how tools are organized within one.","https:\u002F\u002Fassets.tekyous.dev\u002Fresources\u002Fpreviews\u002Fwhat-is-a-tech-stack-preview.webp","2026-07-02",3,[17],[],[269,274,275,276,281,282,288],{"category_id":138,"name":270,"slug":271,"icon_url":272,"description":273},"Frontend Frameworks","frontend-frameworks","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fcategories\u002Ffrontend-frameworks.svg","JavaScript\u002FTypeScript frameworks for building user interfaces.",{"category_id":209,"name":242,"slug":243,"icon_url":244,"description":245},{"category_id":15,"name":247,"slug":248,"icon_url":249,"description":250},{"category_id":190,"name":277,"slug":278,"icon_url":279,"description":280},"Hosting & Cloud","hosting-cloud","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fcategories\u002Fhosting-cloud.svg","Cloud platforms, PaaS, VPS, and serverless hosting.",{"category_id":14,"name":58,"slug":59,"icon_url":60,"description":61},{"category_id":283,"name":284,"slug":285,"icon_url":286,"description":287},11,"APIs & Infrastructure","apis-infrastructure","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fcategories\u002Fapis-infrastructure.svg","API gateways, CDNs, and infrastructure tools.",{"category_id":63,"name":64,"slug":65,"icon_url":66,"description":67},[],[],[292,297],{"experience_level":293,"display_name":294,"description":295,"icon_url":296},"non_technical","Non-Technical","No programming background. Wants to build without coding.","https:\u002F\u002Fassets.tekyous.dev\u002Ficons\u002Fexperience-level\u002Fnon-technical.svg",{"experience_level":92,"display_name":93,"description":94,"icon_url":95},[],1790871064954]