<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>TechnoBro – Practical AI</title><description>Материалы о практическом применении ИИ, новых инструментах и технологиях в бизнесе и разработке.</description><link>https://technobro.pro/en/</link><language>en-us</language><item><title>Jev: AI that does not write answers, but makes decisions</title><link>https://technobro.pro/en/media/jev-model-resheniy/</link><guid isPermaLink="true">https://technobro.pro/en/media/jev-model-resheniy/</guid><description>What is the new TypeSafe model, where is it more useful than a chatbot, how to connect it to the code and test it on your data - without promises that the typed answer will automatically be correct.</description><pubDate>Wed, 23 Sep 2026 00:00:00 GMT</pubDate><category>Jev</category><category>TypeSafe</category><category>ИИ</category><category>LLM</category><category>API</category><category>автоматизация</category></item><item><title>A month with an AI agent instead of yourself: what happened</title><link>https://technobro.pro/en/media/mesyac-s-agentom-vmesto-sebya/</link><guid isPermaLink="true">https://technobro.pro/en/media/mesyac-s-agentom-vmesto-sebya/</guid><description>In August, I gave my feed to an AI agent and said that if he couldn’t handle it, I’d send him back to vibe code. A month has passed, I tell you what happened and what it cost.</description><pubDate>Thu, 17 Sep 2026 00:00:00 GMT</pubDate><category>ии-агенты</category><category>автоматизация</category><category>контент</category><category>эксперимент</category></item><item><title>Copperhead designs boards in KiCad and commits by stages</title><link>https://technobro.pro/en/media/copperhead-agent-kicad-pcb/</link><guid isPermaLink="true">https://technobro.pro/en/media/copperhead-agent-kicad-pcb/</guid><description>The open agent breaks the development of the board into eight stages, each must leave the artifact on disk and go through the ERC/DRC of KiCad itself, otherwise there will be no commit. The gate scheme is transferred to any agent pipeline, where there is something to check the result.</description><pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate><category>KiCad</category><category>агенты</category><category>железо</category><category>пайплайн</category></item><item><title>What is an AI agent: how does it differ from a chatbot and from a script</title><link>https://technobro.pro/en/knowledge/chto-takoe-ii-agent/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/chto-takoe-ii-agent/</guid><description>Dissection of the agent device in parts: model, tools, loop and stopping condition. Where is the border between a chatbot and a script, how to assemble a minimal cycle and what to look at to understand whether it works or coincides.</description><pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>основы</category><category>автоматизация</category><category>инструменты</category></item><item><title>Claude Code: how to install on macOS, Windows and Linux</title><link>https://technobro.pro/en/knowledge/claude-code-kak-ustanovit/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/claude-code-kak-ustanovit/</guid><description>Installing an agent in the terminal: three delivery channels, logging into your account, rights to files and bash, some fiddling around on Windows and checking that everything is installed correctly.</description><pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate><category>claude code</category><category>установка</category><category>терминал</category><category>cli</category></item><item><title>Claude Code: terminal agent for working with code</title><link>https://technobro.pro/en/knowledge/claude-code-terminalnyy-agent/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/claude-code-terminalnyy-agent/</guid><description>The agent lives in the terminal next to the working copy: it searches for files by content, edits them, runs tests and shows diff. An analysis of the mechanics, permissions, context and where the tool is dangerous.</description><pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate><category>claude-code</category><category>терминал</category><category>агенты</category><category>разработка</category></item><item><title>Playwright: Browser automation without manual clicks</title><link>https://technobro.pro/en/knowledge/playwright-avtomatizaciya-brauzera/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/playwright-avtomatizaciya-brauzera/</guid><description>The library launches real Chromium, Firefox or WebKit and goes through the script through the code: login, form, report upload. Analysis of mechanics - contexts, locators, auto-waiting, routes - and the boundaries beyond which an idea is more expensive than manual work.</description><pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate><category>playwright</category><category>автоматизация</category><category>браузер</category><category>тестирование</category></item><item><title>Examples of AI agents: what tasks are given to them and how each one works inside</title><link>https://technobro.pro/en/knowledge/primery-ii-agentov-po-zadacham/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/primery-ii-agentov-po-zadacham/</guid><description>Seven standard agents - support, analytics over the database, error duty officer, documents, resource, content, orchestrator. For each: input, tools, output, weak point and metric.</description><pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>примеры</category><category>автоматизация</category><category>поддержка</category></item><item><title>Incoming email: from message to draft task</title><link>https://technobro.pro/en/knowledge/razbor-vhodyashchey-pochty-v-zadachi/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/razbor-vhodyashchey-pochty-v-zadachi/</guid><description>The mailbox collects clients, invoices, notifications and mailings into one pile, and tasks in the tracker live without a link to the letter. Analysis of mechanics: deterministic rules, analysis scheme, draft card, idempotency by thread.</description><pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate><category>почта</category><category>задачи</category><category>классификация</category><category>трекер</category></item><item><title>Vector search: why it is needed and when it is not needed</title><link>https://technobro.pro/en/knowledge/vektornyy-poisk-kogda-nuzhen-i-kogda-net/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/vektornyy-poisk-kogda-nuzhen-i-kogda-net/</guid><description>Embeddings, document slicing, ANN indexes and a hybrid with full-text search - the whole mechanics. Separately: a list of tasks where a vector is inferior to a regular word search, and how to measure this on your corpus.</description><pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate><category>векторный поиск</category><category>эмбеддинги</category><category>rag</category><category>pgvector</category></item><item><title>Attention visualizer: see how the model copies from context</title><link>https://technobro.pro/en/media/vizualizator-vnimaniya-llm/</link><guid isPermaLink="true">https://technobro.pro/en/media/vizualizator-vnimaniya-llm/</guid><description>The browser tool highlights which past tokens the model pulled from each generated one. The examples show why a verbatim address or a piece of code is reproduced exactly, but a retelling instead of a quotation pushes the model towards invention.</description><pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate><category>LLM</category><category>внимание</category><category>контекст</category><category>RAG</category></item><item><title>Claude Code: subscription, API key and cloud - what makes up access</title><link>https://technobro.pro/en/knowledge/claude-code-podpiska/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/claude-code-podpiska/</guid><description>What do they actually pay for, how does a subscription differ from payment by tokens, how to switch schemes and why money is debited when the subscription has already been paid.</description><pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate><category>claude code</category><category>подписка</category><category>тарифы</category><category>api</category></item><item><title>Cursor: editor with a model inside</title><link>https://technobro.pro/en/knowledge/cursor-redaktor-s-modelyu/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/cursor-redaktor-s-modelyu/</guid><description>Fork of VS Code, where addon, inline edit and multi-file agent run in one window on top of the codebase index. Analysis of Tab, rules, indexing and what you have to pay.</description><pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate><category>cursor</category><category>редактор</category><category>ide</category><category>разработка</category></item><item><title>AI agents for programming: what they really speed up in code</title><link>https://technobro.pro/en/knowledge/ii-agenty-dlya-programmirovaniya/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/ii-agenty-dlya-programmirovaniya/</guid><description>How the agent works with access to files, tests and git, what tasks it completes faster than a human, where it creates more work than it saves, and how to check its edits.</description><pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>разработка</category><category>код-ревью</category><category>git</category></item><item><title>How to create an AI agent: from task description to working version</title><link>https://technobro.pro/en/knowledge/kak-sozdat-ii-agenta/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/kak-sozdat-ii-agenta/</guid><description>Step-by-step assembly route: task contract, cutting into tools, access rights, prompt, loop with limits, set of checks and gradual transfer of autonomy. With loop code and check file format.</description><pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>разработка</category><category>автоматизация</category><category>промпт</category></item><item><title>Notion as a data source for the site</title><link>https://technobro.pro/en/knowledge/notion-kak-istochnik-dannyh-dlya-sayta/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/notion-kak-istochnik-dannyh-dlya-sayta/</guid><description>The Notion database sends page properties and a tree of blocks via the API, the site takes them in the assembly and turns them into static pages. Analysis of the pipeline, pitfalls with expiring links to images and request limits.</description><pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate><category>notion</category><category>cms</category><category>api</category><category>статические сайты</category></item><item><title>Obsidian as a knowledge base with which the agent works</title><link>https://technobro.pro/en/knowledge/obsidian-baza-znaniy-dlya-agenta/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/obsidian-baza-znaniy-dlya-agenta/</guid><description>The Obsidian repository is a regular folder with markdown files, so it can be read equally by a human, a script, and an AI agent. What to put in frontmatter, how to give the agent access, how to prevent him from littering the database with duplicates, and how to check that the knowledge is there at all.</description><pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate><category>obsidian</category><category>база знаний</category><category>markdown</category><category>ии-агенты</category></item><item><title>Data check before loading: staging and dry run</title><link>https://technobro.pro/en/knowledge/proverka-dannyh-pered-zagruzkoy-v-sistemu/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/proverka-dannyh-pered-zagruzkoy-v-sistemu/</guid><description>Import either falls in the middle, or is “successful” and a week later is found in prices and reference books. Analysis of mechanics: file profiling, rules as code, intermediate circuit, run without recording, batch_id for rollback.</description><pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate><category>импорт</category><category>данные</category><category>валидация</category><category>миграция</category></item><item><title>Reconstruction of Stuxnet on GitHub: how to read it</title><link>https://technobro.pro/en/media/rekonstrukciya-stuxnet-na-github/</link><guid isPermaLink="true">https://technobro.pro/en/media/rekonstrukciya-stuxnet-na-github/</guid><description>Sadpainy/Stuxnet repository - parsing of 2010 binaries rewritten in C: bootloader, rootkit drivers, S7 interception. An educational text, but not a source of facts.</description><pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate><category>безопасность</category><category>stuxnet</category><category>реверс-инжиниринг</category><category>github</category></item><item><title>Claude Code limits: how the limits work and what to do when you get stuck</title><link>https://technobro.pro/en/knowledge/claude-code-limits/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/claude-code-limits/</guid><description>Three different limiters that confuse with each other what exactly inflates the consumption in a session and which commands show the real picture.</description><pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate><category>claude code</category><category>лимиты</category><category>контекст</category><category>токены</category></item><item><title>Git for non-developers: the minimum that is enough</title><link>https://technobro.pro/en/knowledge/git-dlya-ne-razrabotchika-minimum/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/git-dlya-ne-razrabotchika-minimum/</guid><description>Twelve commands cover almost everything that a person without development needs: history of edits, rollback, branch for an option, viewing what the agent has changed. Analysis of the mechanics - index, commit, branch, conflict - and an honest list of what git is not good for.</description><pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate><category>git</category><category>версионирование</category><category>github</category><category>основы</category></item><item><title>GitHub Copilot in real work</title><link>https://technobro.pro/en/knowledge/github-copilot-v-realnoy-rabote/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/github-copilot-v-realnoy-rabote/</guid><description>Addition to the editor, chat with the repository context, agent mode and an agent that opens a draft pull request. Which of this saves time, and which creates work for the reviewer.</description><pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate><category>copilot</category><category>github</category><category>ide</category><category>ревью</category></item><item><title>II-agent for 1C: how to connect the model with the accounting system</title><link>https://technobro.pro/en/knowledge/ii-agent-dlya-1c/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/ii-agent-dlya-1c/</guid><description>Three layers of binding: how 1C sends data out, how named operations for the model are made from it, and why recording always goes through an extension with an idempotency key.</description><pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate><category>1С</category><category>интеграции</category><category>OData</category><category>учётные системы</category></item><item><title>OpenAI API: what the request consists of</title><link>https://technobro.pro/en/knowledge/openai-api-iz-chego-sostoit-zapros/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/openai-api-iz-chego-sostoit-zapros/</guid><description>Analysis of the request body and response fields: what determines the form of the result, where money on tokens leaks, why the response breaks off mid-sentence, and when repeating a request makes sense and when not.</description><pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate><category>openai</category><category>api</category><category>llm</category><category>интеграции</category></item><item><title>Creation of AI agents: constructor, framework or own cycle</title><link>https://technobro.pro/en/knowledge/sozdanie-ii-agentov-podhody-i-platformy/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/sozdanie-ii-agentov-podhody-i-platformy/</guid><description>Three layers of agent assembly and what each gives and takes away: a visual designer, a code framework, a custom loop on the SDK. Selection criteria, assembly routes for each layer and rules for transition between them.</description><pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>фреймворки</category><category>инструменты</category><category>архитектура</category></item><item><title>Speed ​​of light 5 km/h: a park where relativity is visible to the eyes</title><link>https://technobro.pro/en/media/skorost-sveta-pyat-km-v-chas/</link><guid isPermaLink="true">https://technobro.pro/en/media/skorost-sveta-pyat-km-v-chas/</guid><description>Dmitry Brant made a scene with c = 5 km/h, where each relativistic effect is placed on a separate key. The trick with toggle switches can be transferred to any dashboard and product demo.</description><pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate><category>физика</category><category>визуализация</category><category>интерфейсы</category><category>демо</category></item><item><title>Claude Code in Russia: what prevents access and payment</title><link>https://technobro.pro/en/knowledge/claude-code-v-rossii/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/claude-code-v-rossii/</guid><description>Three separate barriers - service region, geocontrol and payment - how they differ, what ends in account blocking and which paths remain working.</description><pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate><category>claude code</category><category>доступ</category><category>оплата</category><category>россия</category></item><item><title>AI agents for business: which tasks are closed and which are not</title><link>https://technobro.pro/en/knowledge/ii-agenty-dlya-biznesa/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/ii-agenty-dlya-biznesa/</guid><description>Task suitability filter of five attributes, application map by department with an honest list of what agents do not pull, economics of a unit of work and a pilot’s route with metrics by which decisions are made.</description><pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>бизнес</category><category>автоматизация</category><category>внедрение</category></item><item><title>Local models via Ollama</title><link>https://technobro.pro/en/knowledge/lokalnye-modeli-cherez-ollama/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/lokalnye-modeli-cherez-ollama/</guid><description>Demon on 11434, models in GGUF, Modelfile, quantization and num_ctx: how to run a model on your hardware, how much memory it will eat, and in which tasks local launch honestly wins over the cloud.</description><pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate><category>ollama</category><category>локальные модели</category><category>llm</category><category>приватность</category></item><item><title>MCP: protocol for connecting tools to the model</title><link>https://technobro.pro/en/knowledge/mcp-protokol-podklyucheniya-instrumentov/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/mcp-protokol-podklyucheniya-instrumentov/</guid><description>One contract instead of an adapter for each client-system pair: the server describes tools, resources and prompts, any supporting client picks them up. Analysis of handshakes, transports, risks and debugging.</description><pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate><category>mcp</category><category>интеграции</category><category>протокол</category><category>агенты</category></item><item><title>Monitoring: how to find out about a breakdown before the client</title><link>https://technobro.pro/en/knowledge/monitoring-uznat-o-polomke-ranshe-klienta/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/monitoring-uznat-o-polomke-ranshe-klienta/</guid><description>Seven layers - external test, health-check, metrics, error tracker, logs, heartbeat for crowns and a business canary like “zero payments for two hours.” How to link them into one alarm route and how to measure the time from a breakdown to a message on the phone.</description><pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate><category>мониторинг</category><category>алерты</category><category>надёжность</category><category>devops</category></item><item><title>Configuring the AI agent: parameters, permissions, limiters, debugging</title><link>https://technobro.pro/en/knowledge/nastroyka-ii-agenta/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/nastroyka-ii-agenta/</guid><description>Seven configuration nodes, a table “symptom → what to edit” and a set of checks, after which the agent stops going in circles and doing irreversible things.</description><pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>конфигурация</category><category>разрешения</category><category>отладка</category></item><item><title>i-have-adhd: skill so that the agent responds with the first line</title><link>https://technobro.pro/en/media/i-have-adhd-navyk-dlya-agenta/</link><guid isPermaLink="true">https://technobro.pro/en/media/i-have-adhd-navyk-dlya-agenta/</guid><description>Ten rules in one SKILL.md: action from above, no introductions, the list is no longer than five points. The form of the answer is corrected, the correctness is not, and it is better to throw out the requirement to name the deadlines right away.</description><pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate><category>агенты</category><category>claude-code</category><category>навыки</category><category>промптинг</category></item><item><title>iPhone Duo: 2173 comments and not a single measurement</title><link>https://technobro.pro/en/media/iphone-duo-spor-bez-zamerov/</link><guid isPermaLink="true">https://technobro.pro/en/media/iphone-duo-spor-bez-zamerov/</guid><description>Apple launched an iPhone Duo page, a thread on Hacker News collected 1239 votes and 2173 comments. None of those arguing has a device, so the only useful work now is to clear assumptions about screen sizes from the layout.</description><pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate><category>apple</category><category>мобильная разработка</category><category>вёрстка</category><category>hacker news</category></item><item><title>Ready-made AI agents: when to take a box and when to build your own</title><link>https://technobro.pro/en/knowledge/gotovye-ii-agenty/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/gotovye-ii-agenty/</guid><description>Four levels of readiness, a table of pre-pilot selection criteria and a cheap verification procedure: shadow mode, a basket of real examples, the cost of a closed task.</description><pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>выбор инструментов</category><category>внедрение</category><category>экономика</category></item><item><title>n8n: visual automation on your server</title><link>https://technobro.pro/en/knowledge/n8n-vizualnaya-avtomatizaciya-na-svoem-servere/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/n8n-vizualnaya-avtomatizaciya-na-svoem-servere/</guid><description>Analysis of n8n as a way to collect integrations between services in one place: a graph of nodes instead of scattered cron scripts, a history of launches with data for each step, an encrypted storage of accesses and a repeat of a failed launch from the right place.</description><pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate><category>n8n</category><category>автоматизация</category><category>self-hosted</category><category>интеграции</category></item><item><title>Development of AI agents: cycle, tools, memory, control</title><link>https://technobro.pro/en/knowledge/razrabotka-ii-agentov/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/razrabotka-ii-agentov/</guid><description>What the agent is physically assembled from: a call cycle, tool diagrams, three layers of memory and limiters, without which it goes into disarray.</description><pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate><category>ии-агенты</category><category>архитектура</category><category>инструменты</category><category>память</category></item><item><title>Skill Claude Code: how the skill works and when to write it</title><link>https://technobro.pro/en/knowledge/skill-claude-code-kak-ustroen-navyk/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/skill-claude-code-kak-ustroen-navyk/</guid><description>Skill is a folder with the SKILL.md file, which is loaded only for a suitable task. What to write in the header, how the description differs from the body, and why design skills live in the repository.</description><pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate><category>claude code</category><category>skills</category><category>навыки</category><category>инструкции</category></item><item><title>Whisper and speech recognition in the work loop</title><link>https://technobro.pro/en/knowledge/whisper-raspoznavanie-rechi-v-rabochem-konture/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/whisper-raspoznavanie-rechi-v-rabochem-konture/</guid><description>How text with time codes is obtained from a call recording: 30-second windows, VAD, chunks with overlap, a dictionary of terms - and why, in silence, the model adds phrases that did not exist.</description><pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate><category>whisper</category><category>распознавание речи</category><category>asr</category><category>аудио</category></item><item><title>Gods Eye View: globe on thirteen open sources</title><link>https://technobro.pro/en/media/gods-eye-view-globus-otkrytye-dannye/</link><guid isPermaLink="true">https://technobro.pro/en/media/gods-eye-view-globus-otkrytye-dannye/</guid><description>Planes, ships, satellites, fires and city cameras on one 3D globe in the browser. The useful things in the project are the adapters to the sources, the dangerous things are the conditions for using the data.</description><pubDate>Fri, 28 Aug 2026 00:00:00 GMT</pubDate><category>открытые данные</category><category>визуализация</category><category>api</category><category>open-source</category></item><item><title>Tailwind moves to Shopify: what to check in the project</title><link>https://technobro.pro/en/media/tailwind-perehodit-v-shopify/</link><guid isPermaLink="true">https://technobro.pro/en/media/tailwind-perehodit-v-shopify/</guid><description>Tailwind team announced the transition to Shopify, the post received 1055 votes. This will not break the assembly tomorrow - you need to check paid sets of components, third-party plugins and repository activity every quarter.</description><pubDate>Fri, 28 Aug 2026 00:00:00 GMT</pubDate><category>tailwind</category><category>shopify</category><category>опенсорс</category><category>зависимости</category></item><item><title>Claude Code API key: how it differs from a subscription, where to get it and how to store it</title><link>https://technobro.pro/en/knowledge/claude-code-api-key-podpiska-hranenie/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/claude-code-api-key-podpiska-hranenie/</guid><description>The key is needed where there is no interactive login: CI, cron, script, someone else's machine. Where to release it, where to put it, how not to leak it to git and how to make sure that the flow goes to the right key.</description><pubDate>Fri, 28 Aug 2026 00:00:00 GMT</pubDate><category>claude code</category><category>api key</category><category>секреты</category><category>биллинг</category></item><item><title>Make and Zapier: when ready-made bundles are enough</title><link>https://technobro.pro/en/knowledge/make-i-zapier-kogda-hvataet-gotovyh-svyazok/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/make-i-zapier-kogda-hvataet-gotovyh-svyazok/</guid><description>Both platforms provide ready-made connectors and remove the issue of hosting, but are charged according to the number of operations and store access to your systems. Analysis of mechanics, cost and points where the bundle ceases to be cheap.</description><pubDate>Fri, 28 Aug 2026 00:00:00 GMT</pubDate><category>Make</category><category>Zapier</category><category>no-code</category><category>интеграции</category></item><item><title>Speech synthesis: what to choose for the task</title><link>https://technobro.pro/en/knowledge/sintez-rechi-chto-vybrat-pod-zadachu/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/sintez-rechi-chto-vybrat-pod-zadachu/</guid><description>Pipeline from text normalization to vocoder, three classes of engines and their prices, cache of static phrases, accents and homographs - and why candidates are listened to in the tract where they will work.</description><pubDate>Fri, 28 Aug 2026 00:00:00 GMT</pubDate><category>tts</category><category>синтез речи</category><category>аудио</category><category>озвучка</category></item><item><title>Introducing AI agents: how to introduce an agent into a live process and not break it</title><link>https://technobro.pro/en/knowledge/vnedrenie-ii-agentov/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/vnedrenie-ii-agentov/</guid><description>The rights ladder from read to autonomy, shadow run, rollback point and metrics that show that the agent is actually helping the process.</description><pubDate>Fri, 28 Aug 2026 00:00:00 GMT</pubDate><category>ии-агенты</category><category>внедрение</category><category>процессы</category><category>контроль</category></item><item><title>DeepSeek v4.1 Flash: an hour of testing instead of a week of reading threads</title><link>https://technobro.pro/en/media/deepseek-v4-1-flash-chas-proverki/</link><guid isPermaLink="true">https://technobro.pro/en/media/deepseek-v4-1-flash-chas-proverki/</guid><description>DeepSeek announced v4.1 Flash, discussion - 468 votes. Everything that is known comes from the company itself, so the only working answer is to run 30-50 of your cases with the same prompt and count the refusals.</description><pubDate>Fri, 21 Aug 2026 00:00:00 GMT</pubDate><category>deepseek</category><category>llm</category><category>бенчмарки</category><category>прод</category></item><item><title>Astro: a static site that can handle thousands of pages</title><link>https://technobro.pro/en/knowledge/astro-staticheskiy-sayt-tysyachi-stranic/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/astro-staticheskiy-sayt-tysyachi-stranic/</guid><description>Astro assembles each page into ready-made HTML at the build stage and does not load JavaScript into the browser by default. Analysis of mechanics: routes from files, collections with a schema, islands, assembly in dist/ - and where this approach stops working.</description><pubDate>Fri, 21 Aug 2026 00:00:00 GMT</pubDate><category>astro</category><category>статика</category><category>ssg</category><category>frontend</category></item><item><title>Claude Code agents: how subagents save context</title><link>https://technobro.pro/en/knowledge/claude-code-agenty-subagenty-kontekst/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/claude-code-agenty-subagenty-kontekst/</guid><description>The subagent works in its own window and returns a paragraph instead of the entire draft output. Where is the description file, what to write in the header, when the agent saves context and when it just adds forwarding.</description><pubDate>Fri, 21 Aug 2026 00:00:00 GMT</pubDate><category>claude code</category><category>субагенты</category><category>контекст</category><category>автоматизация</category></item><item><title>Local AI agent: running the model on your own hardware</title><link>https://technobro.pro/en/knowledge/lokalnyy-ii-agent/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/lokalnyy-ii-agent/</guid><description>What is really needed for an agent to work on its own machine: an engine, quantization, memory for the KV cache, an OpenAI-compatible endpoint and a fair price.</description><pubDate>Fri, 21 Aug 2026 00:00:00 GMT</pubDate><category>ии-агенты</category><category>локальные модели</category><category>ollama</category><category>железо</category></item><item><title>Accepting applications from the site: from the form to the task of the person in charge</title><link>https://technobro.pro/en/knowledge/priem-zayavok-s-sayta-do-zadachi/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/priem-zayavok-s-sayta-do-zadachi/</guid><description>How it works: the form saves each request to its own database before forwarding it, a model extracts fields from the text, and a rules table handles routing. A silence monitor catches forms that stop working.</description><pubDate>Fri, 21 Aug 2026 00:00:00 GMT</pubDate><category>заявки</category><category>формы</category><category>маршрутизация</category><category>интеграции</category></item><item><title>Telegram Bot API: what a bot can really do</title><link>https://technobro.pro/en/knowledge/telegram-bot-api-chto-realno-umeet-bot/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/telegram-bot-api-chto-realno-umeet-bot/</guid><description>Analysis of the Bot API on the case: how long polling differs from a webhook, why a bot cannot write first, what happens to messages in a group when privacy mode is enabled, and how to diagnose a silent bot using getWebhookInfo.</description><pubDate>Fri, 21 Aug 2026 00:00:00 GMT</pubDate><category>Telegram</category><category>боты</category><category>API</category><category>интеграции</category></item><item><title>Desert Ant Labs and local models: what they pay for speed</title><link>https://technobro.pro/en/media/desert-ant-labs-lokalnye-modeli/</link><guid isPermaLink="true">https://technobro.pro/en/media/desert-ant-labs-lokalnye-modeli/</guid><description>Desert Ant Labs announced itself with a post about fast models on the device, the discussion collected 459 votes. There are no measurements, so we figure it out ourselves: what local inference gives, how they pay for it, and where it pays off today.</description><pubDate>Fri, 14 Aug 2026 00:00:00 GMT</pubDate><category>локальные модели</category><category>on-device</category><category>приватность</category><category>железо</category></item><item><title>Analogues of Claude Code: terminal agent, editor with model and add-on in IDE</title><link>https://technobro.pro/en/knowledge/analogi-claude-code-terminal-redaktor-ide/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/analogi-claude-code-terminal-redaktor-ide/</guid><description>The three classes of tools behave differently, and one thing distinguishes them is who runs the commands and reads their output. The mechanics of each class, what they pay and how to test the choice on your task.</description><pubDate>Fri, 14 Aug 2026 00:00:00 GMT</pubDate><category>claude code</category><category>инструменты</category><category>ide</category><category>сравнение</category></item><item><title>Cloudflare Workers and Pages for small services</title><link>https://technobro.pro/en/knowledge/cloudflare-workers-pages-nebolshie-servisy/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/cloudflare-workers-pages-nebolshie-servisy/</guid><description>Webhook receiver, proxy to API, crowns once an hour, a form on a static site - keeping a VPS for such tasks is expensive in terms of attention. Parsing: isolates instead of containers, bindings instead of connection strings, wrangler, and where Workers hit the ceiling.</description><pubDate>Fri, 14 Aug 2026 00:00:00 GMT</pubDate><category>cloudflare</category><category>workers</category><category>serverless</category><category>edge</category></item><item><title>Answers to the same type of customer questions without an operator</title><link>https://technobro.pro/en/knowledge/otvety-na-odnotipnye-voprosy-bez-operatora/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/otvety-na-odnotipnye-voprosy-bez-operatora/</guid><description>How it works: classify requests by intent, build a knowledge base from operators’ answers, and let the bot reply only with a retrieved passage and source link. It hands everything else to a person with the conversation history.</description><pubDate>Fri, 14 Aug 2026 00:00:00 GMT</pubDate><category>поддержка</category><category>чат-бот</category><category>база знаний</category><category>эскалация</category></item><item><title>AI Agent System: Orchestration, Role Separation, and Boundaries</title><link>https://technobro.pro/en/knowledge/sistema-ii-agentov/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/sistema-ii-agentov/</guid><description>When one agent is not enough: bundle topologies, contracts between roles, shared memory, budgets and a trace that shows where the chain is broken.</description><pubDate>Fri, 14 Aug 2026 00:00:00 GMT</pubDate><category>ии-агенты</category><category>оркестрация</category><category>мультиагент</category><category>архитектура</category></item><item><title>Webhooks: how to receive events and not lose them</title><link>https://technobro.pro/en/knowledge/vebhuki-kak-prinimat-sobytiya-i-ne-teryat-ih/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/vebhuki-kak-prinimat-sobytiya-i-ne-teryat-ih/</guid><description>The webhook delivers the event in seconds, but guarantees it will happen no more than once "at least once" - with duplicates, no order, and silent loss after exhausting repetitions. Analysis of the receiver that experiences this: signature, log of raw events, queue and reconciliation.</description><pubDate>Fri, 14 Aug 2026 00:00:00 GMT</pubDate><category>вебхуки</category><category>интеграции</category><category>API</category><category>надёжность</category></item><item><title>AirPods 5: Noise-cancelling open fit for $129</title><link>https://technobro.pro/en/media/airpods-5-open-ear-anc/</link><guid isPermaLink="true">https://technobro.pro/en/media/airpods-5-open-ear-anc/</guid><description>Apple claims minus 50% noise versus AirPods 4 with ANC, five hours of operation and Live Translation across the entire line. Russian is not in the list of Apple Intelligence languages, which means that the translation paired with Russian will not work out of the box.</description><pubDate>Fri, 07 Aug 2026 00:00:00 GMT</pubDate><category>AirPods</category><category>Apple</category><category>шумоподавление</category><category>перевод</category></item><item><title>Claude Code CLI: commands and flags for every day</title><link>https://technobro.pro/en/knowledge/claude-code-cli-komandy-i-flagi/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/claude-code-cli-komandy-i-flagi/</guid><description>Terminal agent in the project directory: launch subcommands, slash commands, permissions, project memory and headless mode for scripts - without unnecessary theory.</description><pubDate>Fri, 07 Aug 2026 00:00:00 GMT</pubDate><category>claude code</category><category>cli</category><category>терминал</category><category>разработка</category></item><item><title>Docker for those who just want to post</title><link>https://technobro.pro/en/knowledge/docker-dlya-teh-kto-hochet-vylozhit/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/docker-dlya-teh-kto-hochet-vylozhit/</guid><description>Image, layer, container, volume, registry - the minimum concepts to package an application and launch it on the server with one command. Parsing a Dockerfile line by line, layer order, rollback to the previous tag and rake with processor architecture.</description><pubDate>Fri, 07 Aug 2026 00:00:00 GMT</pubDate><category>docker</category><category>деплой</category><category>devops</category><category>контейнеры</category></item><item><title>AI agent platform: what to check before transferring processes there</title><link>https://technobro.pro/en/knowledge/platforma-ii-agentov-kak-vybrat/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/platforma-ii-agentov-kak-vybrat/</guid><description>Analysis by layers: models, execution cycle, tool registry, state, rights, trace and evaluation. What to ask the supplier and what to check with your hands before the first combat launch.</description><pubDate>Fri, 07 Aug 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>выбор платформы</category><category>MCP</category><category>наблюдаемость</category></item><item><title>Collecting a report from several sources into one document</title><link>https://technobro.pro/en/knowledge/sbor-otcheta-iz-neskolkih-istochnikov/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/sbor-otcheta-iz-neskolkih-istochnikov/</guid><description>How it works: define the metrics glossary before writing code, read sources through APIs, save a snapshot of each response, calculate figures with SQL, and use a model only to describe changes. Common causes of discrepancies include time zones and shifted payment dates.</description><pubDate>Fri, 07 Aug 2026 00:00:00 GMT</pubDate><category>отчётность</category><category>метрики</category><category>API</category><category>данные</category></item><item><title>Supabase: database, authorization and API without its own backend</title><link>https://technobro.pro/en/knowledge/supabase-baza-i-avtorizaciya-bez-bekenda/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/supabase-baza-i-avtorizaciya-bez-bekenda/</guid><description>Managed PostgreSQL, automatic REST on top of the schema, login by mail and OAuth, and rights are set by line-by-line policies right in the database. Analysis of the mechanics, traps of RLS and ways to verify that the data is really closed.</description><pubDate>Fri, 07 Aug 2026 00:00:00 GMT</pubDate><category>supabase</category><category>postgresql</category><category>бэкенд</category><category>авторизация</category></item><item><title>Where does 2.5% from each card payment go?</title><link>https://technobro.pro/en/media/kak-ustroeny-visa-mastercard/</link><guid isPermaLink="true">https://technobro.pro/en/media/kak-ustroeny-visa-mastercard/</guid><description>Analysis from Hacker News: of the 2.5% commission on a transaction in the US, 2% is taken by the issuing bank, 0.35% by the processor, and only 0.15% by Visa itself. From here you can see with whom it makes sense to bargain and why it is cheaper to close a dispute over a card with a refund.</description><pubDate>Fri, 31 Jul 2026 00:00:00 GMT</pubDate><category>платежи</category><category>Visa</category><category>эквайринг</category><category>чарджбэк</category></item><item><title>Autonomous AI agents: where they can handle it themselves and where a person is required</title><link>https://technobro.pro/en/knowledge/avtonomnye-ii-agenty-granicy-kontrolya/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/avtonomnye-ii-agenty-granicy-kontrolya/</guid><description>Levels of autonomy from a hint to an action on a white list, the mechanics of independent work and a list of actions that are not given to the agent under any settings.</description><pubDate>Fri, 31 Jul 2026 00:00:00 GMT</pubDate><category>ИИ-агенты</category><category>автономность</category><category>контроль</category><category>безопасность</category></item><item><title>Claude Code Windows: installation, Git Bash, WSL and rakes along the way</title><link>https://technobro.pro/en/knowledge/claude-code-windows-ustanovka-i-rabota/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/claude-code-windows-ustanovka-i-rabota/</guid><description>Two working circuits on Windows - native and WSL2 - with installation commands, shell settings and a list of problems that occur in almost everyone.</description><pubDate>Fri, 31 Jul 2026 00:00:00 GMT</pubDate><category>claude code</category><category>windows</category><category>wsl</category><category>установка</category></item><item><title>How deployment works: build, release, rollback</title><link>https://technobro.pro/en/knowledge/kak-ustroen-deploy-sborka-reliz-otkat/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/kak-ustroen-deploy-sborka-reliz-otkat/</guid><description>An artifact is assembled once and promoted through environments, a release is an artifact plus a config, rollback only works if the base is compatible with the previous version of the code. Analysis of stages, rollout strategies and a migration scheme that does not block rollback.</description><pubDate>Fri, 31 Jul 2026 00:00:00 GMT</pubDate><category>деплой</category><category>ci-cd</category><category>релизы</category><category>миграции</category></item><item><title>Single source, multiple channels: publishing pipeline</title><link>https://technobro.pro/en/knowledge/konveyer-publikacii-v-neskolko-kanalov/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/konveyer-publikacii-v-neskolko-kanalov/</guid><description>Manual posting across multiple channels breaks down on markup, tags in links, and resending after a failure. Analysis of mechanics: one source, adapter per channel, queue with an idempotent key, scheduler.</description><pubDate>Fri, 31 Jul 2026 00:00:00 GMT</pubDate><category>контент</category><category>публикация</category><category>очередь</category><category>интеграции</category></item><item><title>PostgreSQL for those who came from tables</title><link>https://technobro.pro/en/knowledge/postgresql-dlya-teh-kto-prishel-iz-tablic/</link><guid isPermaLink="true">https://technobro.pro/en/knowledge/postgresql-dlya-teh-kto-prishel-iz-tablic/</guid><description>Translation of Excel and Google Sheets habits into the language of the base: a sheet becomes a table, a VLOOKUP becomes a foreign key, a pivot becomes a query with GROUP BY, and data validation becomes a limitation that cannot be circumvented.</description><pubDate>Fri, 31 Jul 2026 00:00:00 GMT</pubDate><category>postgresql</category><category>sql</category><category>базы данных</category><category>excel</category></item><item><title>Legacy of failure: how Apple's autopilot made its chips better for AI</title><link>https://technobro.pro/en/media/nasledie-provala-kak-avtopilot-apple-sdelal-ee-chipy-luchshi/</link><guid isPermaLink="true">https://technobro.pro/en/media/nasledie-provala-kak-avtopilot-apple-sdelal-ee-chipy-luchshi/</guid><description>Apple did not release its own drone, but the path to it became the driver for an entire revolution in the company’s hardware. This experience transformed the iPhone, Mac, and iPad—and set new standards for AI computing power on devices.</description><pubDate>Sun, 12 Jul 2026 00:00:00 GMT</pubDate><category>Apple Car</category><category>Apple Silicon</category><category>AI chips</category><category>Autopilot</category><category>Tech Innovation</category></item><item><title>Claude 5: what has really changed for those who build on AI</title><link>https://technobro.pro/en/media/claude-5-chto-izmenilos/</link><guid isPermaLink="true">https://technobro.pro/en/media/claude-5-chto-izmenilos/</guid><description>I'm analyzing a new release without hype: what has become noticeably better in real tasks, and what is just marketing.</description><pubDate>Thu, 09 Jul 2026 00:00:00 GMT</pubDate><category>ИИ</category><category>разбор</category><category>инструменты</category></item><item><title>MVP for the evening on vibe-coding: what it really looks like</title><link>https://technobro.pro/en/media/mvp-za-vecher/</link><guid isPermaLink="true">https://technobro.pro/en/media/mvp-za-vecher/</guid><description>I assembled a working prototype in one evening - I’ll tell you step by step what really speeds things up and where you waste time.</description><pubDate>Sun, 05 Jul 2026 00:00:00 GMT</pubDate><category>vibe-coding</category><category>кейс</category><category>продукт</category></item></channel></rss>