Guide contents
AI in Business Processes: From Diagnostics to a Production-Ready Hermes Agent
A comprehensive practical B2B playbook covering process diagnostics, single-agent workflows, tooling, memory, security, evaluation, observability, and runbooks.
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Explore practical workflows, core terminology, and engineering tools
Autonomous AI Operator on Telegram 24/7: Architecture, Telethon, Security, and 10 Production Scenarios
A comprehensive engineering guide to building a production-ready AI operator on Telegram using Telethon: session isolation, confirmation systems, ban protection, and 24/7 deployment.
Claude + Notion for Business: Automating CRM, Tasks, and Content in 30 Minutes
A step-by-step B2B guide to integrating Claude with Notion: ready-to-use database architecture, triggers, formulas, automation scripts, and prompt templates.
Hermes Agent & Hedonist Orchestrator
A sovereign agent ecosystem by Andriy Orlov that transforms personal Telegram into a full-fledged control panel for Linux VPS, multimodal pipelines, and autonomous workflows.
Agent Evals & SWE-bench Benchmarking
A methodology and infrastructure for systematically measuring the reliability, accuracy, and safety of AI agents through synthetic tests, SWE-bench, and headless repository simulations.
OpenAI agents found 948 vulnerabilities in the Linux kernel
OpenAI researchers used an unreleased cybermodel and an autonomous pipeline to identify, reproduce, and patch Linux kernel flaws, confirming 948 privilege-escalation vulnerabilities.
Gradient Deck: design library of 1,270 real websites for AI agents
Gradient Deck collects design descriptions from more than 1,270 real websites and lets users download a design.md file for AI coding agents.