AI Prompt Engineering Blog
Expert guides, tutorials, and insights to master the art of prompt engineering for ChatGPT, Claude, Gemini, and beyond.
Latest Articles
Page 11 of 22Bolt.new Prompting Guide (2026)
How to prompt Bolt.new — full-stack app briefs, WebContainer constraints, tech-stack specification, and the in-browser iteration loop.
Claude Code Prompting Guide (2026)
How to prompt Claude Code — Anthropic's terminal-native coding agent. CLAUDE.md files, slash commands, hooks, MCP servers, and scoped work-order prompts.
Claude vs OpenAI Prompt Caching: How the Two Differ (2026)
How Anthropic's and OpenAI's prompt caching differ — explicit breakpoints vs automatic prefix detection, cache markers, TTLs, and prompt-structure implications.
Context Compression Techniques (2026)
Three families of context compression — summarization, semantic chunking, and token-level compression. Fidelity vs compression rate trade-offs and when each fits.
Context Engineering Best Practices (2026): A 12-Point Checklist
A practical checklist of context engineering best practices — caching, budgeting, retrieval formatting, hierarchical loading, memory, and testing.
Context Engineering vs Prompt Engineering: The Difference Explained (2026)
Prompt engineering is about what you say. Context engineering is about what the model sees. Layered disciplines, different failure modes, and when each moves the needle.
Context Rot Explained: The Silent Accuracy Decay in Long Contexts (2026)
What context rot is, how to detect it, and how to mitigate it — the silent accuracy decay that kicks in well before you hit the context window limit.
Context Window Management Strategies (2026)
How to manage context windows in production LLM apps — truncation, summarization, sliding windows, priority ordering, and when each strategy fits.
Continue.dev Prompting Guide (2026)
How to prompt Continue.dev — the open-source AI coding extension. Custom commands, context providers, model routing, and config-driven workflows.
Cursor AI Prompting Guide (2026)
How to prompt Cursor effectively — .cursorrules, @file/@docs/@web context mentions, Composer mode, and inline-edit patterns that produce better output.
Devin AI Prompting Guide (2026)
How to prompt Devin — Cognition's autonomous AI software engineer. Scope, acceptance criteria, session design, plan review, and checkpoint patterns.
Dynamic Context Assembly Patterns (2026)
How agents and production apps assemble context at runtime — template slots, conditional inclusion, ordered injection, and size-aware assembly.
Extended Thinking Prompts for Claude (2026)
How to prompt Claude's extended thinking mode — when it helps, when it wastes budget, and how prompt structure shapes the reasoning process.
Few-Shot Example Selection Guide (2026)
How to pick few-shot examples that actually help — similarity, diversity, ordering, and when dynamic selection beats fixed example sets.
GitHub Copilot Workspace Prompting Guide (2026)
How to prompt GitHub Copilot Workspace — spec-first prompts, editing the plan before implementation, and the spec→plan→implementation flow.
Hierarchical Context Loading: Load Specific First (2026)
How to load context hierarchically — most specific first, general fallback last. Why attention decay makes ordering matter and how to structure it.
Long Context Prompting Guide (2026)
How to prompt across 1M+ token contexts — structural markers, placement strategy, and when retrieval beats brute-force context packing.
Multi-Agent Prompting Guide: Coordinating Specialist Agents (2026)
How to prompt multi-agent systems — orchestrator-worker topology, hand-off patterns, shared vs isolated context, and failure modes in 2026.