BizStack Blog

HubSpot's July 2026 release brings Agent Hub to centralize AI agents, plus new controls for properties, lead routing, and ads on Microsoft and ChatGPT.

Meta launched Pocket in the US, letting anyone describe a game or interactive experience to AI and share it as social content. Built on Atma Sciences tech, no ads yet.

AT&T used LiteLLM model routing to drop AI coding costs 56% with only a 2% performance dip. Here is how the playbook works at 45 billion tokens a day.

Step-by-step guide to running Meta's Muse Glimmer 30B locally with DFlash speculative decoding and Pi coding agent. Hits 127 tokens/sec on longer tasks.

Slack launched Slack Code, letting teams tag Claude, Devin, Codex, and others directly in channels to spin up dedicated workspaces and write code in real time.

Matt Blumberg and non-engineer Andrew Winston break down the two-part setup that makes vibe coding work: a Claude Project for thinking and Claude Code for building.

Slack launched Slack Code, dedicated project channels where teams can tag Claude or Devin to write, compare, and preview code without leaving the workspace.

AI coding agents generate 12+ model calls and 80K+ tokens on tasks where a chat assistant uses one call and 5K tokens. Here is how to measure the real difference.

Users report Claude Opus 4.8 and Opus 5 ignore repeated style instructions, forcing cleanup passes through cheaper models and pushing token costs up to 2x higher.

A production study of 761 million GitHub Copilot LLM calls found KV-cache reuse at 90% within a turn but only 55% across turn boundaries. Here is what that means for how you build agents.