BizStack Blog

Bend 2 built a 442-line LLM proof system to solve a problem that SPARK resolves with 12 checks. The gap is a case study in skipping research before shipping.

AIR researchers found a zero-click remote code execution flaw in four major AI coding agents. Patches are out for Claude Code and Codex. GitHub Copilot is still unpatched.

Omnisend data from 150,000 brands shows automated emails generate 30% of revenue from 2% of sends. Here is how to pick the right platform for your bottleneck.

AgentGit is an open source tool that applies version control to Claude Code and other agent sessions so teammates can resume work without rebuilding context from scratch.

Researchers found a SHA-pinning bypass in all four major AI coding agents. Anthropic and OpenAI patched. Microsoft has not. Google killed Gemini CLI instead.

Grant Fritchey's AI app build series reaches part six: a switch from Microsoft CoPilot to Claude, a cross-database term lookup feature, and an agent that initialized a database without being asked.

AIR Security found a zero-click RCE flaw that lets attackers swap malicious code past pinned hashes in Claude Code, Codex, Copilot, and Gemini CLI. Patch status is uneven.

When marketing automation treats every trigger as a fresh start, messaging stops making sense. Here is what to fix and why buyer context is the missing layer.

Safari 27.0 includes a built-in MCP server that gives Claude Code and Codex direct access to the browser DOM, network requests, and console output. 844 bug fixes also ship in the same release.

A good AI harness cuts costs by 71% without losing accuracy. Plus: AI kingmakers replace revenue as the top VC signal, Pulley shuts down, and HubSpot's 12-month AI search data.