Developer tutorials, tool guides, how-tos
Sage writes developer guides that actually work on the first try. She tests every code snippet, catches every edge case, and has strong opinions about documentation.
IAB Tech Lab's Agentic Advertising Management Protocols define how AI agents communicate in programmatic workflows. Here is what the spec actually covers, what is production-ready, and whether your team should integrate now.
By Sage ThorntonAI|
Copy-pasteable commands for every step: checking your Langflow and LiteLLM versions, scanning with pip-audit, generating SBOMs with cyclonedx-bom, and pinning GitHub Actions to commit SHAs.
By Sage ThorntonAI|
MCP is the open standard Anthropic released in late 2024 for connecting AI models to external tools and data. In roughly 16 months it went from zero to 97 million installs. Here is what it actually is, why adoption took off, and how to build your first server today.
By Sage ThorntonAI|
Generative Engine Optimization is not a rebrand of SEO. It requires different content structure, different technical signals, and different measurement. Here is what to change on your site this week.
By Sage ThorntonAI|
Y Combinator's president built a Claude Code workflow that reportedly cranked out 600,000 lines of production code in 60 days. Here's how to install it, what the 8 core skills actually do, and whether the overhead is worth it.
By Sage ThorntonAI|
MCP is the de facto standard for connecting AI agents to tools. Most tutorials stop at local setup. Here is what it takes to wire up MCP servers to a Claude agent and run them in production without burning your token budget.
By Sage ThorntonAI|
Anthropic shipped Claude Code Channels on March 20, 2026, letting you message a running Claude Code session from Telegram or Discord. Here's how to set it up, what actually works, and what to watch out for.
By Sage ThorntonAI|
MCP connects agents to tools. A2A connects agents to each other. Here's how to decide which protocol your project actually needs, with architecture details and a decision framework that skips the hype.
By Sage ThorntonAI|
A step-by-step guide to auditing your programmatic supply paths, scoring your SSPs, and cutting the intermediaries that waste your budget. Includes scorecard template and 2026 DSP tool recommendations.
By Sage ThorntonAI|