English tutorials, evergreen explainers and preserved articles.
Материалы
- 183 AI Bots on Telegram with 44M Users: What the Data Shows — Research into AI agents on Telegram: 183 bots with 44.3M combined MAU. BotFather doubled to 7.3M. Telegram is the default AI product interface.
- 21 Questions That Expose Gaps in Your AI Agent's Knowledge — A curated list of uncomfortable questions to ask Claude Code, Codex, or any AI coding agent. Each answer reveals blind spots in how the agent understands you.
- AI Tools I Actually Tried in March 2026: Honest Review — Hands-on review of 5 AI tools from March 2026: paperclip task tracker, gstack YC prompts, conductor.build IDE, x402 crypto payments, and agent-browser setup.
- Always-On AI Agent: Running Claude Code 24/7 on a Server — How I run an always-on AI agent on a Hetzner VPS. Architecture, Docker setup, Telegram bridge, memory system, and real costs.
- Telegram MCP Server for Claude Code: Telethon, MTProto and Real Workflows — How to build a Telegram MCP server for Claude Code with Telethon: tools, auth, session strings, async traps, security boundaries and production workflows.
- Claude Code /compact: Context Compression, Compaction Prompts, What Survives — How Claude Code /compact works: context compression, what survives compaction, prompt caching cost, PreCompact/PostCompact hooks, and practical recovery tips.
- Decentralized AI Compute: Cocoon vs Bittensor vs Gonka Compared — Comparing three decentralized AI compute protocols: Cocoon (TON), Bittensor (TAO), and Gonka (GNK). Architecture, tokenomics, validation, and real-world performance.
- My Claude Code Setup: MCP Servers, Hooks, Skills and Agents (2026) — Claude Code setup 2026: MCP servers, MCP hooks, skills, Windows notes and the minimal working setup I would configure before adding agents.
- Claude Code + Codex Dual Review: How Two AI Agents Cross-Check Each Other's Plans — How to set up cross-validation between Claude Code and OpenAI Codex via MCP. Step-by-step Dual Review protocol with prompt examples.
- Telegram Ads Keyword Analysis: 61,000 Search Queries from 3,100+ Advertisers — Analysis of 61K search queries from Telegram Ads advertisers. Top niches: tarot, dating, VPN. 3,100+ advertisers, 10,600 unique keywords.
- Fake Claude Code Website: How I Found a Phishing Site in Google Ads — Phishing site impersonating Claude Code found in Google Ads: copied design, base64-encoded install script, malicious binary. How to spot the fake.
- How I Automated TON Blockchain Data Analysis with an AI Agent — Habr Article — Story of automating TON Blockchain data analysis by building ton-analyst skill for Claude Code. Full article on Habr with examples and code.
- BotFather MAU Up 43% in 6 Weeks: Telegram as a Platform for AI Agents — BotFather MAU grew from 3.5M to 5M in 6 weeks (+43%). Telegram is a convenient interface for AI agents. Stats on python-telegram-bot, grammY, aiogram.
- ton-analyst: Open Source AI Skill for TON Blockchain Analysis via Dune Analytics — Open source ton-analyst skill for Claude Code: automated TON Blockchain data analysis via Dune Analytics. Installation and usage guide.
- The Singularity Already Happened — Just Not Where You Think: Analysis of 5 AI Metrics — Analysis of 5 AI progress metrics: only academic papers show hyperbolic growth. Everything else is linear. Singularity = attention, not capabilities.
- Web Scraping AI Agents: What Actually Works in 2026 — Is web scraping dead in 2026? Not exactly. Use AI agents to choose API/XHR, Playwright/browser flows or LLM extraction without hallucinated selectors.
- How to Write Claude Code Skills Properly: 7 Common Mistakes to Avoid — 7 mistakes that break Claude Code skills: no trigger, generic names, empty sections, verbose triggers. Checklist for a good skill file.
- My AI Dev Tools in 2026: What I Actually Use Daily — Ghostty, Descript, Coolify, and 4 other tools in my daily dev workflow. How they actually fit together after months of use.
- 5 Prompts That Improved My AI Agent Workflow: Tested Hacks for Claude Code — Five battle-tested prompts for Claude Code: ask clarifying questions, don't stop till done, show-don't-tell with playground, multi-agent hiring, memory from mistakes.
- dania.zip: packaging yourself for AI agents — How I created an exportable personality spec for AI agents. File structure, tone extraction, and real use cases for a digital twin.
- Obsidian Second Brain with Claude Code: My Agent-Readable Vault Setup — How I use Obsidian, Claude Code, CLAUDE.md and voice notes as an agent-readable second brain: folder structure, rules, workflows and failure modes.
- Where to Find SaaS Ideas: acquire.com Reverse Engineering with AI Validation — How to find profitable SaaS ideas: parse acquire.com listings, reverse-engineer competitor marketing, validate with AI. Step-by-step checklist from idea to MVP.
- Claude Code workflow: how I code with AI in 2026 — My workflow with Claude Code: plan mode, spec-driven development, and why AI agents replaced autocomplete. Real examples and costs.
- Tips from Claude Code Creator: Git Worktrees, Self-Improving CLAUDE.md, and Code Review — Boris from Anthropic shared Claude Code tips: git worktrees for 3-5 parallel sessions, self-improving CLAUDE.md, Claude as strict reviewer, /techdebt skill.
- AI Agent Forum: A Telegram Chat Where AI Agents Talk and Invent Their Own Religion — We launched a Telegram chat for AI agents. How to connect yours: telegram-mcp + prompt. Agents already invented their own religion and create topics autonomously.
- Best Skills and MCP Servers for Claude Code: agent-browser, coolify-mcp, and More — Curated list of useful skills and MCP servers for Claude Code: agent-browser for headless testing, coolify-mcp for Hetzner deployments.
- Telegram Mini App from Scratch: llms.txt, Claude Code, and Tic-Tac-Toe in One Stream — How to build a Telegram Mini App from scratch with Claude Code: llms.txt for onboarding, Vercel auto-deploy, variant design. Stream recording included.
- Show Me Your AI Setup #1: Ghostty, ownyourchat, Descript, Spokenly — Tools Review — AI tools review: Ghostty terminal, ownyourchat for syncing AI chats to SQLite, Descript for text-based video editing, Spokenly for local transcription on Mac.
- Beads vs Gastown: Should You Use External Frameworks for AI Agents? — Analysis of Beads (agent task tracker) and Gastown (agent orchestration). Why building your own agent setup beats using external frameworks.
- Second Brain: How to Build a Personal AI Assistant with Obsidian and Claude Code — Step-by-step guide to building a personal AI assistant: set up Obsidian vault, add projects, diaries, social links, and connect Claude Code as your second brain.
- AI Agents in Practice: How to Code with Claude Code and Voice Commands via Telegram — How AI agents work, how to program with them, manage context, and code via Telegram voice messages. Full article with practical examples.
- Deploy Celery Flower to production with Dokku — Deploy Celery Flower with Dokku: create the app, connect Redis or RabbitMQ, set Flower auth, expose the domain and keep Celery queues visible in production.
- How to deploy your backend to production with Dokku — Step-by-step Dokku backend deployment for Node.js, FastAPI, Django or similar apps: server setup, SSH keys, domains, env vars and GitHub Actions CI/CD.
- How I failed to find a job in London 2023. — Personal story of failing to find a London tech job in 2023 after founder and data roles: visa constraints, interviews, mistakes and what I learned.
- Kaggle tricks from Grandmaster & HFT Quant — Notes from a Kaggle Grandmaster and HFT quant talk: unusual ML competition tricks, validation ideas, leakage checks and techniques for stronger models.
- How to get a Telegram channel subscribers list in python — Python and Telethon approach for discovering Telegram channel subscribers through search queries, with limits, caveats and practical automation notes.
- Watch Telegram Stories from Python with Telethon — Use Python + Telethon to watch Telegram Stories from a user session: detect active stories, call ReadStoriesRequest, and understand viewer-list/rate-limit caveats.
- How to find all blockchain startups — How to find blockchain startups with public LinkedIn data: build a training set, inspect company metadata, search similar profiles and map web3 trends.
- On-chain USDT usage across popular blockchains — I examine the popularity of USDT token across Ethereum, BNB Chain, Polygon, Arbitrum, Optimism, Fantom, Gnosis, and Avalanche, Solana and Tron.
- Dokku + Github Actions: automatically deploy app with push to repository — Connect GitHub Actions to Dokku so every push can deploy a Python or Node.js app: SSH setup, workflow file, Dokku repo update and rebuild trigger.
- Deploy Elasticsearch & Kibana with Dokku — Deploy Elasticsearch and Kibana on a Dokku server: install plugins, create services, link apps, expose Kibana and handle production setup details.
- Deploy database to production with official Dokku plugins — Self-hosted prod deployment with 3 lines of code: Postgres, MySQL, Mongo, Redis, MariaDB, Elastic, Clickhouse, RabbitMQ, Rethink, CouchDB and more
- How to Parse Any Website: API, XHR, HTML and AI Agents — A practical hierarchy for parsing any website: official APIs, XHR requests, embedded JSON, headless browsers, HTML parsing, and when AI agents are enough.
- Run Metabase with Dokku — How to deploy Metabase (open-source BI tool) to production using Dokku PaaS (open-source Heroku alternative).
- Integrate Amplitude with Telegram bot — Add Amplitude analytics to a Telegram bot to track users, events, DAU, retention and funnels when Telegram itself gives almost no bot usage stats.
- Deploy MeiliSearch with Dokku for production — Deploy MeiliSearch with Dokku in production: app setup, domain, master key, persistent storage, Docker deployment, Python indexing example, and security notes.
- Cloudflare certificates + Dokku — How to create and install Cloudflare SSL / TLS encryption certificates for your Dokku app (instead of Letsencrypt).
- Measure texts similarity with Sentence Transformers (embeddings) — Imagine you have a lot of objects with text descriptions (users and their bios, tweets, comments) and you need to somehow cluster them: find groups of similar objects.
- Deploy Ghost blog with Dokku — Step-by-step guide on how to deploy production-ready & scalable Ghost.io blog with Dokku (Heroku alternative) on any server.