IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
26 articles
23 Mar 2026 · 7 min read
agents
Anthropic's Agent Teams feature in Claude Opus 4.6 lets multiple Claude Code instances work in parallel on the same codebase. Here's the architectural model, real-world performance data, and what actually changes for teams building production software.
Read more16 Mar 2026 · 10 min read
ai-agent
Step-by-step guide to install NanoClaw on macOS, WSL Windows, and Proxmox. Includes real workflows for developers, QA engineers, marketers, and business users. Built on Claude AI.
Read more14 Mar 2026 · 5 min read
ai-agent
Learn how to set up Nanoclaw as your personal AI home assistant across WhatsApp, Telegram, and Discord — plus top optimization tips to get the most out of it.
Read more03 Mar 2026 · 12 min read
agents
How to build a coordinated Claude agent team: defining agent skills, assigning responsibilities, orchestrating multi-agent workflows, and collaborating across agents to deliver a real software product from idea to production.
Read more02 Mar 2026 · 10 min read
ai
A hands-on comparison of three AI tools for test automation. See how Claude Code with Playwright MCP, GitHub Copilot, and Antigravity each approach the same test scenario, with setup guides and decision matrix. Part 6 of the QC team's guide to automation with AI.
Read more28 Feb 2026 · 8 min read
ai
How to use Claude, ChatGPT, and other AI tools as your personal English tutor. Prompt templates, role-play scenarios, and daily AI workflows for busy professionals.
Read more26 Feb 2026 · 13 min read
ai
What is AI hallucination? Why does AI invent facts? Learn detailed strategies for minimizing hallucinations in Claude, Gemini, Copilot, and Cursor — from prompt engineering to RAG, grounding, and verification loops.
Read more16 Feb 2026 · 19 min read
ai
How I designed, analyzed, implemented, and tested Kids Learn — an AI-powered educational SaaS platform — using Claude as my development partner, Gemini for AI features, Next.js, PostgreSQL, and pgvector. A complete walkthrough from napkin sketch to production.
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