Publications from authors and the editorial team

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Integrations and APIs

6/8/202619 min

What to do if the API sometimes fails to respond: queues, retry and circuit breaker in simple words

Explain in simple terms: what to do when the external API does not respond, freezes or falls. Task queues, repeated attempts with a delay, a circuit breaker pattern - without complex theory, with analogies and clear code.

APITask line

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Integrations and APIs

6/7/202620 min

How to connect an external API: keys, limits, retry, timeout, logging and fallback

A complete guide to working with external APIs in production: secure key storage, rate limits processing, exponential latency retry, timeouts, query logging and fallback strategies. Code in Node.js and Python.

APILogisticsRate limit

morecil

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Integrations and APIs

3/4/20267 min

Rate Limit and Retry: A Basic Scheme for Reliable Integrations

Как обрабатывать rate limit и retry в API: ограничения запросов, exponential backoff, jitter, повторные попытки и защита от перегрузки.

Rate LimitRetryAPI

morecil

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Integrations and APIs

3/4/20269 min

What is webhook in simple words and how not to lose events

Что такое webhook и как работать с событиями без потерь: подписи, повторы, идемпотентность, очереди, логи и защита от дублей.

webhookAPI

morecil

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Integrations and APIs

3/4/202612 min

Idempotence of AI integrations: how to remove duplicates and losses

A practical guide to idempotence in AI integrations: how to eliminate duplicate operations, protect payments and stabilize piplins in retrogrades.

ai-assisted developmentpiidempotenceintegration

morecil

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Integrations and APIs

3/4/202613 min

AI Integration Contract Tests: How to Stabilize APIs

Step-by-step analysis of contract tests for AI integrations: how to fix API expectations, catch regressions before production and reduce the cost of errors.

ai-assisted developmentpicontractingintegration

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Integrations and APIs

3/4/202613 min

MCP in AI Development: Secure Tool Connection

Practical analysis of how to connect MCP tools to AI agents without leaks, unnecessary rights and chaos in access: roles, proxy, audit and working checklist.

ppmai-assisted developmentintegrationsecurity

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Integrations and APIs

2/19/20266 min

How to get AI to connect the API correctly the first time

AI often connects APIs “at will”: without error processing, with keys in the code and without considering limits – and everything breaks down in the market

APIIntegrationRate-limits

morecil

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Publications from authors and the editorial team

Feed

What to do if the API sometimes fails to respond: queues, retry and circuit breaker in simple words

How to connect an external API: keys, limits, retry, timeout, logging and fallback

Rate Limit and Retry: A Basic Scheme for Reliable Integrations

What is webhook in simple words and how not to lose events

Idempotence of AI integrations: how to remove duplicates and losses

AI Integration Contract Tests: How to Stabilize APIs

MCP in AI Development: Secure Tool Connection

How to get AI to connect the API correctly the first time

Spline V2: AI-agent collects interactive 3D scenes, and the interface can be written on top of them

Distributed intelligence: who will be subordinated to the network

Just try everything. How I came to vibe coding

I implemented Grafana: what it shows and why the project is needed

GPT-6 received Sol and Luna: Terra remains a model of the GPT-5 line. 6

Awwwards MCP: how to search for references and check web design

Figma linked layouts with Weave and updated folders: what changes in working with variations

GPT Image 2.5: spot edits, sketches and less lost details

ChatGPT in Russia broke in a new way: it seems that for the first time blocked not in OpenAI, and on the side of the Russian Federation

Figma Adds Transparency Management Through Tokens: How It Simplifies Design Systems

browser-use: a library that turns a browser into an AI agent tool

omp (oh-my-pi): a complete guide to the functions of a CLI agent for coding

OpenAI launches GPT-6 Astra in what the company calls the “AGI era”

Figma has opened generative plugins and shaders: what can now be transferred from canvas to React

Runway Solaris: A real-time interface – and why it’s not a replacement for web development

Figma reveals how to measure AI’s impact on design – and why speed metrics are not enough

AI video editors managed through Codex and Claude Code

Orca (stablyai/orca) – ADE for orchestrating a fleet of parallel AI agents

oh-my-pi (omp) – a terminal AI-agent for coding with a “stitched” IDE

What AI Agents Are and How They Work: A Clear Guide to Business

Get Shit Done (GSD): как организовать работу ИИ-агента

Google Flow: AI Credits, лимиты и сколько видео

Почему Claude блокирует аккаунты: причины бана и VPN

Codex ChatGPT Subscription: Codex-chatgpt-web and Codex-with-chatgpt