AI Insights
Prompt engineering intelligence, sourced and reviewed.
Everything here is about prompts: what changed in how to write, test, and secure them, across agents, MCP, models, and tools, and what to do about it. Every article starts from a primary source, is checked by a human editor, and ends with a prompt you can run.
The first insights are in review
Articles appear here once an editor has checked them against their sources. Until then, the prompt engineering guides below cover the same subjects in depth.
By topic
Signals by subject
Prompt topics grouped by where they apply, each paired with the evergreen guide that explains the fundamentals.
Prompt Engineering
Techniques, patterns, and measured changes to how prompts are written, tested, and kept under version control.
No published insights in this subject yet. Start with the guides on the left.
AI Agents
Prompts for agents: system instructions, tool descriptions, and planning prompts that keep autonomous workflows on task.
No published insights in this subject yet. Start with the guides on the left.
MCP
Prompts and the Model Context Protocol: tool descriptions, MCP prompts, and the context servers hand to a model.
No published insights in this subject yet. Start with the guides on the left.
AI Security
Prompt security: injection, jailbreaks, leaked secrets in prompts, and the controls that contain them.
No published insights in this subject yet. Start with the guides on the left.
LLMs
Model-specific prompting: what a release, context window, or pricing change means for the prompts you write.
No published insights in this subject yet. Start with the guides on the left.
AI Tools
Tools for prompt work: testing, versioning, caching, and the SDK features that change how prompts are written.
No published insights in this subject yet. Start with the guides on the left.
AI News
Prompt-related announcements from AI labs and platforms, reported from the primary source with what to change.
No published insights in this subject yet. Start with the guides on the left.
From reading to doing
Apply it to your own prompts
The tools are free, deterministic, and need no account.
- Prompt optimizerRewrites a prompt and proves that every requirement survived.
- Prompt analyzerScores a prompt on eight dimensions and explains each finding.
- Prompt security scannerFinds secrets, personal data, and injection patterns before you send.
- Prompt libraryReusable prompts for development, cloud, data, and content work.
Paste a prompt. See what it is really asking for.
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