BizStack Blog

A higher-ed technologist spent a year building custom software with Claude Code, shipping 53 working tools from 76 ideas across 172,486 lines of code. Here's what stuck and what didn't.

A sysadmin spent 6 hours using an AI to write a DHCP lease parser and documented every regression loop. The AI's own postmortem is the most useful part.

Affiliate programs need to move up the funnel, YouTube now gets 200x more AI citations than any other platform, and E.l.f. Beauty pushed reply rates past 80%. Here's the roundup.

A sysadmin spent 6 hours using AI to write a Bash DHCP script and documented every regression, hallucination, and loop. Here is what the AI itself admitted went wrong.

AI search answers shift constantly, so keeping your brand cited means PR, SEO, and content need a shared weekly workflow tracking what buyers ask and which sources get cited.

A developer spent ten days building a Mac list manager with Claude Code, then burned an entire weekend on one intermittent bug. Here is what the actual numbers reveal about vibe coding at scale.

Anthropic released Claude Fable 5.1 with a 75% reduction in cache read pricing, dropping to $0.25 per million tokens. Complex agentic coding workloads save up to 45%.

Google DeepMind is close to releasing Gemini 3.8 Flash, a model internally benchmarked above Anthropic's Opus on coding. Gemini 3.5 Pro has reportedly been scrapped.

Adobe licensed Rilo's technology and absorbed its six-person team in an undisclosed deal. The one-year-old startup had raised $1M at a $10M valuation.

AI coding tools increased code volume without increasing verification capacity. Here is why that mismatch is where your next production incident is coming from.