BizStack Blog

Meta shipped Muse Code on Aug. 5, a terminal-based AI coding agent powered by Muse Spark 1.2. Standard API access starts at $1.25 per million input tokens, with a Contributor Tier at $0.10.

Nutanix launched an open-source MCP server connecting GitHub Copilot, Claude Code, and Cursor to its Cloud Platform via natural-language commands with full RBAC and audit controls.

Community platforms dominate AI search citations, with Reddit, Wikipedia, and LinkedIn accounting for 99% of UGC references in SaaS-related ChatGPT answers.

ChatGPT now runs ads that target users mid-conversation, similar to Google Search intent targeting. Here is what early campaign data is showing operators.

A Python script that deduplicates, batches, and caches support tickets before sending them to Claude Haiku for classification. Here is the full 8-step build.

Takeaways from the 17th Digital Leadership Summit on AI accountability in marketing, GEO optimization, and why most brands can't confirm their AI search visibility.

In 2010, Old Spice ran an ad aimed at the buyer, not the user. Nielsen reported a 107% sales spike at peak. The buyer-user distinction is the copywriting lesson.

Reasoning models like GPT-5.6, Opus 5, and Kimi-3 already verify their own work. OpenAI found trimming agent prompts raised eval scores 10-15% and cut token cost by up to 67%.

A Silicon Valley engineer went from Claude Code convert to near-termination after AI-generated bugs crashed production twice. Cal Newport unpacks what went wrong.

WPP rebuilt its fragmented marketing data stack on Google Cloud and posted a 2.8x campaign ROI increase, 70% production efficiency gain, and creative time cut from four weeks to three hours.