What Is MCP? Model Context Protocol Explained for Developers
MCP is an open standard for connecting AI apps to tools and data. Here is how it works, how it differs from REST, and what the stateless 2026-07-28 spec changes.
- Development
- AI Agents
Deep dives into artificial intelligence tools, practical guides, and expert perspectives on the technologies shaping tomorrow.
MCP is an open standard for connecting AI apps to tools and data. Here is how it works, how it differs from REST, and what the stateless 2026-07-28 spec changes.
The six security risks AI agents carry, mapped to OWASP's agentic list and two real incidents, plus a four-point check before any agent gets write access.
Most wasted AI time comes from features you never switched on, not from bad prompts. Here are eight common AI mistakes and the Claude setting or prompt habit that fixes each one.
Stanford's AI Index 2026 puts organizational AI use at 88% in 2025, while AI agents stay in single digits in nearly every function. Here is what each adoption number measures, the four drivers behind the growth, and how to tell which one applies to your team.

The same prompt doesn't work equally well across every AI model. Learn how ChatGPT, Claude, and Gemini respond differently and how to adjust your prompting for better results.
Chatbots answer questions; AI agents finish tasks. Here is what Gartner, Salesforce, Microsoft and Klarna's own filings actually show, and a three-question rule for picking one.

OpenAI held GPT-5.6 to a small partner preview from June 26 to July 9, 2026 at the US government's request. Here is the timeline, how it compares with Anthropic's earlier freeze, and how to plan around launch gates.
One AI pick for each of eight job roles, paired with a free general assistant, with free plans and starting prices from vendor pages where they list them, October 2026.

Zapier, Make and n8n bill for different units, so the same workload costs very different amounts. Here are the dated price ladders, the AI agent features and a pick-by-skill rule.

Switch on Claude Projects, Gemini's Take notes for me, Perplexity Projects, Grok connectors and DeepSeek's compatible API first. Here is the plan each one needs, checked on vendor pages in October 2026.

The magic phrases don't work anymore, models were trained on every trick in the book, so the tricks stopped being special. But the skill didn't disappear, it grew up. Here's what actually died in 2026, what replaced it, and why the people who understood why those old tricks worked never really lost their edge.

Claude Opus 5 is now a legacy model: Opus 5.5 costs 20% less and defaults to medium effort. Here is how Opus 5's five effort levels work, what each Claude model costs, and when to stay on Opus 5.