BizStack Blog

One developer's hands-on workflow for using Copilot CLI and Gemini CLI to vibe code Common Lisp projects, including the one failure mode that trips up every model.

Boffin (npm: boffinit) routes file-specific architectural constraints to your AI coding agent and requires verification. DuckDB case study: +17/-17 lines, 2,104 assertions passed.

Tech Reformers launched a two-day instructor-led course on spec-driven development with Kiro, AWS's agentic IDE that structures AI coding through requirements and design before any code ships.

Vusal Novruzov built an AI email agent for a 500-property hotel group in two weeks and earned €3,000. Here is how he found the client without pitching.

A 2026 analysis of 8.1 million pull requests found AI-generated code introduces 1.7x more issues per PR. Here is the governance framework that prevents the 2am incident.

A 30-year software veteran explains why cross-model pipelines catch more defects, with Greptile data showing Claude self-review hits 53.7% recall vs 62.0% when GPT reviews the same code.

Australian startup Runnit automates marketing project planning and workflows by drawing on an organisation's existing knowledge, briefs, and team history from a single brief.

Eric Siu shared three live AI loops at Single Grain: CRO, SEO content, and a sponsorship loop that negotiates $25k minimums solo. Plus why LLMs should never touch your math.

GitHub tokens, MCP policies, and CI/CD credentials are the new attack surface of agentic development. Here is what the exposure looks like and how to close it.

Every agency claims AI-powered in 2026. Here are five specific criteria — and six questions to ask on the call — that separate real capability from buzzword soup.