https://poligontech.com/insights Practical notes on AI agents, tools and operations, from the team that builds them. en https://poligontech.com/insights/ai-agent-harnesses-compared https://poligontech.com/insights/ai-agent-harnesses-compared Which agent harness should you use? A plain-language comparison of the main coding agents, self-hosted personal agents and control surfaces: what each is built for, why it is good, and where it falls short. Mon, 09 Nov 2026 00:00:00 GMT Tools https://poligontech.com/insights/ai-workflow-audit-cost https://poligontech.com/insights/ai-workflow-audit-cost Most AI readiness assessments end in a slide deck. A workflow audit ends with an agent running on your real cases and a go or no-go. What each one covers, what it costs, and what to ask for. Mon, 09 Nov 2026 00:00:00 GMT Operations https://poligontech.com/insights/claude-code-skills-hooks-subagents https://poligontech.com/insights/claude-code-skills-hooks-subagents CLAUDE.md, skills, hooks, subagents and MCP servers all extend Claude Code, but they solve different problems. A practical guide to which one to reach for, with examples. Mon, 09 Nov 2026 00:00:00 GMT Tools https://poligontech.com/insights/build-an-mcp-server-for-your-erp https://poligontech.com/insights/build-an-mcp-server-for-your-erp A step-by-step guide to exposing ERP data to AI agents through the Model Context Protocol: narrow tools, read-only credentials, validated inputs, and a safe path to writes. Mon, 09 Nov 2026 00:00:00 GMT Guides https://poligontech.com/insights/human-in-the-loop-ai-approvals https://poligontech.com/insights/human-in-the-loop-ai-approvals Human-in-the-loop only works if the approval step is fast, informed and honest. How to decide what an AI agent may do alone, what it must ask about, and how to keep approvals from becoming rubber stamps. Mon, 09 Nov 2026 00:00:00 GMT Operations https://poligontech.com/insights/hermes-agent-guide https://poligontech.com/insights/hermes-agent-guide Hermes Agent from Nous Research is an open-source, self-hosted agent that remembers, learns skills and lives in your chat apps. What it does, when it is worth using, and a step-by-step VPS setup with sensible security. Mon, 09 Nov 2026 00:00:00 GMT Guides https://poligontech.com/insights/self-hosted-ai-agent-server https://poligontech.com/insights/self-hosted-ai-agent-server Running Hermes, OpenClaw, T3 Code or Claude Code on an always-on server makes agents more useful and, done right, safer. When it is worth it, which setup fits which harness, and a security checklist. Mon, 09 Nov 2026 00:00:00 GMT Guides https://poligontech.com/insights/what-is-an-agent-harness https://poligontech.com/insights/what-is-an-agent-harness An agent harness is the software around a language model that gives it tools, context, permissions and a loop. Here is what goes into one, and why it decides whether an agent works in production. Mon, 09 Nov 2026 00:00:00 GMT Guides https://poligontech.com/insights/t3-code-guide https://poligontech.com/insights/t3-code-guide T3 Code is a free, open-source app for driving Claude Code, Codex, OpenCode and other coding agents from one place: desktop, web or phone. How it works, how to set it up, and where it falls short. Mon, 09 Nov 2026 00:00:00 GMT Tools https://poligontech.com/ro/articole/agenti-ai-pentru-firme https://poligontech.com/ro/articole/agenti-ai-pentru-firme Ce este un agent AI, cum diferă de ChatGPT și de RPA, ce poate face concret într-o firmă de distribuție, transport sau producție, unde nu ar trebui folosit și cum începeți fără migrare de ERP. Mon, 09 Nov 2026 00:00:00 GMT Operations https://poligontech.com/ro/articole/hermes-agent-ghid https://poligontech.com/ro/articole/hermes-agent-ghid Ghid în română pentru Hermes Agent de la Nous Research: ce face, la ce e bun, cum îl instalezi pe un VPS, cum îl conectezi la Telegram și cum îl securizezi. Mon, 09 Nov 2026 00:00:00 GMT Guides https://poligontech.com/ro/articole/claude-code-ghid https://poligontech.com/ro/articole/claude-code-ghid Ghid în română pentru Claude Code, agentul de programare de la Anthropic: instalare, primii pași, CLAUDE.md, moduri de permisiuni, skills, hooks, subagenți și MCP, plus cum îl folosim noi pe proiecte reale. Mon, 09 Nov 2026 00:00:00 GMT Tools