code design
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How to write code with AI

Approaches to AI development: how to formulate tasks, monitor results, validate code, and turn model responses into a working system.

How to use this section

This page is a compact route through one topic. It collects only public, indexable materials and helps move from overview to action without searching the whole wiki.
3 materials
01
Start from the newest material if you need a current tool or release context.
02
Open the most practical guide first when you are solving a concrete project task.
03
Use Glossary for terms and Jobs for demand signals around this topic.

$ ls ./sections

Sections in this direction

Where to start/

Start section for beginners: key concepts, first steps, frequent errors and a safe route from idea to first result.
12 articles

Workplace/

How to assemble a convenient workspace for development with AI: editor, terminal, extensions, habits and basic process organization.
9 articles

How to write code with AI/

Approaches to AI development: how to formulate tasks, monitor results, validate code, and turn model responses into a working system.
3 articles

Telegram bots/

Telegram bot development scenarios: architecture, UX dialogues, AI connection, command processing and bot launch in production.
6 articles

Data and storage/

How to select and connect databases and storage, design schemas, make backups, and keep the data in order as the project grows.
5 articles

Server and logic/

Backend and server logic: routes, business rules, queues, background tasks, API layer and observability in a combat project.
2 articles

Interface and sites/

About interfaces and sites: page structure, UX threads, adaptability, component states and neat implementation on the frontend.
1 article

Integrations and APIs/

Integration between services and APIs in practice: HTTP, webhooks, limits, authorization, retros and stable operation of external dependencies.
6 articles

Payments and subscriptions/

Payments and subscriptions in the product: provider choice, basic billing scenarios, payment error handling and subscription lifecycle control.
1 article

Security/

Clear security parsing without paranoia: how to store keys, restrict access, check risks and not break the product.
2 articles

Launch and hosting/

Start the project in the product: depot, domain, SSL, environment variables, CI / CD and basic monitoring after publication.
5 articles

Automation/

Automation practices for personal and team tasks: from simple scripts and cron to pipelines, agents, and secure pre-release checks.
2 articles

Reference/

Reference materials and terms: short explanations of key concepts to navigate articles and technical discussions faster.
5 articles

News/

News and important updates from the world of AI and development: tool releases, platform changes and their practical impact on work.
41 articles

SEO and promotion/

Section on how to attract traffic and scale a project: technical SEO, site structure, key queries, content strategy, link building and analytics. Practical instructions and working schemes for growth without gray methods and with measurable results
4 articles

Autonomous agents/

Now AI does not just write code according to your description, but thinks, plans and does all the work from start to finish. Without your constant supervision.
1 article

GitHub/

Section with useful GitHub repositories for vibcoding: AI-agents, development tools, automation, web stack and practical libraries that are useful or worthy of attention.
11 articles