https://claude-guides.com/blog/ Practical guides, field reports, and research on Claude Code, AI agents, prompt engineering, and automation. en-us Wed, 08 May 2026 00:00:00 GMT https://claude-guides.com/og-image.png https://claude-guides.com/blog/ https://claude-guides.com/blog/ai-engineer-roadmap-2026.html https://claude-guides.com/blog/ai-engineer-roadmap-2026.html Wed, 08 May 2026 00:00:00 GMT Engineering Complete 6-phase learning path from agent fundamentals to production hardening. For AI/ML practitioners building agentic systems. https://claude-guides.com/blog/burning-through-claude-code-limit-3-days.html https://claude-guides.com/blog/burning-through-claude-code-limit-3-days.html Sun, 04 May 2026 00:00:00 GMT Cost Optimization Reduced weekly token limits from burnout in 3 days to sustainable usage. Learn how to delegate I/O operations to cheaper models and save 75% on API costs using three CLI-based tools and one strategic configuration. https://claude-guides.com/blog/token-optimization-430-hour-analysis.html https://claude-guides.com/blog/token-optimization-430-hour-analysis.html Sat, 03 May 2026 00:00:00 GMT Performance Discover the 9 invisible patterns wasting 73% of your Claude Code tokens. Analysis of 6M tokens and $1,340 API spend reveals actionable optimization strategies with ROI calculations. https://claude-guides.com/blog/save-claude-tokens-notebooklm.html https://claude-guides.com/blog/save-claude-tokens-notebooklm.html Thu, 16 Apr 2026 00:00:00 GMT Tips Cut Claude token spend by offloading research and retrieval to Google's NotebookLM — a practical integration pattern with real numbers. https://claude-guides.com/blog/hermes-self-learning-agent.html https://claude-guides.com/blog/hermes-self-learning-agent.html Wed, 15 Apr 2026 00:00:00 GMT Tutorial A Claude Code agent that learns from its own runs — seven composable workflows, full walkthrough. https://claude-guides.com/blog/claude-managed-agents-playbook.html https://claude-guides.com/blog/claude-managed-agents-playbook.html Tue, 14 Apr 2026 00:00:00 GMT Guide Patterns, traps, and the playbook we wish existed when we shipped managed agents to production. https://claude-guides.com/blog/claude-tools-complete-guide.html https://claude-guides.com/blog/claude-tools-complete-guide.html Mon, 13 Apr 2026 00:00:00 GMT Guide The four levels of Claude tool design — from your first tool to MCP and multi-agent orchestration. https://claude-guides.com/blog/prompt-engineering-complete-guide.html https://claude-guides.com/blog/prompt-engineering-complete-guide.html Sun, 12 Apr 2026 00:00:00 GMT Guide Every prompt engineering technique that moved quality, ranked by how much it actually helped. https://claude-guides.com/blog/5-non-code-pipelines-claude-code.html https://claude-guides.com/blog/5-non-code-pipelines-claude-code.html Sat, 11 Apr 2026 00:00:00 GMT Business Five productized Claude Code pipelines that don't involve writing a single line of application code — and how to price them. https://claude-guides.com/blog/6-month-roadmap-ai-automation-builder.html https://claude-guides.com/blog/6-month-roadmap-ai-automation-builder.html Fri, 10 Apr 2026 00:00:00 GMT Career A concrete month-by-month path from zero to your first paying clients as an AI automation builder. https://claude-guides.com/blog/boris-cherny-15-hidden-features.html https://claude-guides.com/blog/boris-cherny-15-hidden-features.html Thu, 09 Apr 2026 00:00:00 GMT Tips Fifteen Claude Code features most users still miss — condensed into a practical checklist. https://claude-guides.com/blog/claude-code-2-months-review.html https://claude-guides.com/blog/claude-code-2-months-review.html Wed, 08 Apr 2026 00:00:00 GMT Review Honest field notes from two months of heavy Claude Code use — what worked, what wasted time, what surprised us. https://claude-guides.com/blog/llm-knowledge-base-obsidian.html https://claude-guides.com/blog/llm-knowledge-base-obsidian.html Tue, 07 Apr 2026 00:00:00 GMT Tutorial A step-by-step guide to building a Karpathy-inspired LLM knowledge base in Obsidian and feeding it to Claude. https://claude-guides.com/blog/ai-first-company-harness-engineering.html https://claude-guides.com/blog/ai-first-company-harness-engineering.html Mon, 06 Apr 2026 00:00:00 GMT Strategy What CREAO-style AI-first restructuring means, and why harness engineering is replacing traditional application design. https://claude-guides.com/blog/ai-perception-gap-research.html https://claude-guides.com/blog/ai-perception-gap-research.html Sun, 05 Apr 2026 00:00:00 GMT Research A survey of 632 practitioners reveals the gap between what modern AI can do and what people think is possible.