BizStack Blog

Anthropic's Cat Wu details Claude Code's context layer: persistent memory, shared workspaces, and dev cycles compressed from months to one week.

Ellen Choi, CEO of Edgefield Group, breaks down how CPA firms are using vibe coding today, what blows up, and the one structural rule that separates a working app from a prototype that breaks.

Andrej Karpathy coined 'vibe coding' for throwaway prototypes, not production work. Here is the actual line engineers should draw when using AI tools.

DeepSWE tests frontier coding agents on contamination-free tasks across 91 repos and 5 languages. Here is how the top models stack up on pass rate and cost per task.

Engineers waste 3–10 hours a week hunting stale docs. Here's a 9-step guide to wiring an AI skill into Confluence, Slack, Jira, and your CRM through MCP connectors, with citations and freshness checks on every answer.

Faisal Khan spent years as an informal market maker in cross-border finance. Here is how he finally built DealHarbor using AI-assisted coding instead of hiring developers.

Three engineering leaders explain how AI coding tools created a quality gap that passing builds couldn't hide, and what they rebuilt to close it.

Curative CEO Fred Turner says AI helped his team build a custom CRM in two months, replacing a $600,000-a-year Salesforce contract. The company plans to cut 80% of its SaaS spend this year.

Augment Code VP Vinay Perneti explains why pre-indexed semantic retrieval outperforms grep-based context in private codebases, with a 33% token efficiency edge on Terminal-Bench.

Alibaba previewed Qwen 3.8 Max on July 20, claiming second place behind Fable 5 on internal benchmarks, days after banning Claude Code for employees. BABA shares climbed 5.4%.